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[FreeCourseSite.com].url |
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001 Appendix1-Materials.zip |
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001 Appendix2-Materials.zip |
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001 Appendix3-Materials.zip |
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001 Bonus Lecture.html |
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001 cloud.pdf |
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001 Conclusion and Outlook_en.srt |
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001 Conclusion and Outlook.mp4 |
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001 DNN.pdf |
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001 Downloads for this Section Updated May 2023.html |
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001 Event-Driven-BT.pdf |
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001 IBKR API - Recap_en.srt |
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001 IBKR API - Recap.mp4 |
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001 IBKR at a first glance_en.srt |
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001 IBKR at a first glance.mp4 |
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001 Important Info April 2023.html |
652б |
001 Importing Financial Data from Excel_en.srt |
13.84Кб |
001 Importing Financial Data from Excel.mp4 |
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001 Importing Time Series Data from csv-files_en.srt |
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001 Importing Time Series Data from csv-files.mp4 |
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001 Introduction_en.srt |
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001 Introduction_en.srt |
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001 Introduction and Downloads Part 2 Updated March 2023_en.srt |
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001 Introduction and Motivation_en.srt |
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001 Introduction and Motivation.mp4 |
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001 Introduction and Overview_en.srt |
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001 Introduction and Overview_en.srt |
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001 Introduction and Overview.mp4 |
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001 Introduction and Overview.mp4 |
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001 Introduction and Preparing the Data_en.srt |
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001 Introduction and Preparing the Data.mp4 |
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001 Introduction to Iterative Backtesting (event-driven)_en.srt |
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001 Introduction to Iterative Backtesting (event-driven).mp4 |
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001 Introduction to OOP and examples for Classes_en.srt |
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001 Introduction to OOP and examples for Classes.mp4 |
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001 Introduction to Part 3_en.srt |
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001 Introduction to Part 3.mp4 |
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001 Logistic Regression with scikit-learn - a simple Introduction (Part 1)_en.srt |
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001 Logistic Regression with scikit-learn - a simple Introduction (Part 1).mp4 |
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001 Machine Learning - an Overview_en.srt |
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001 Machine Learning - an Overview.mp4 |
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001 Mean-Reversion Strategies - Overview_en.srt |
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001 Mean-Reversion Strategies - Overview.mp4 |
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001 ML.pdf |
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001 OANDA at a first glance_en.srt |
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001 OANDA at a first glance.mp4 |
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001 OOP.pdf |
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001 Our very first Trade_en.srt |
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001 Our very first Trade.mp4 |
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001 Overview_en.srt |
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001 Overview_en.srt |
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001 Overview_en.srt |
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001 Overview.mp4 |
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001 Overview.pdf |
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001 Part2-Materials.zip |
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001 Project Overview_en.srt |
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001 Project Overview.mp4 |
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001 Section Downloads reviewed May 2023.html |
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001 Section Downloads Reviewed May 2023.html |
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001 Simple ContrarianMomentum Strategies - Overview_en.srt |
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001 Simple ContrarianMomentum Strategies - Overview.mp4 |
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001 SMA Crossover Strategies - Overview_en.srt |
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001 SMA Crossover Strategies - Overview.mp4 |
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001 Updating the Wrapper Package (Part 1).html |
268б |
001 Weekend and Bank Holiday Alert.html |
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001 What is Algorithmic Trading Course Overview_en.srt |
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001 What is Algorithmic Trading Course Overview.mp4 |
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002 A first Intuition on Iterative Backtesting (Part 1)_en.srt |
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002 A first Intuition on Iterative Backtesting (Part 1).mp4 |
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002 Converting strings to datetime objects with pd.to_datetime()_en.srt |
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002 Converting strings to datetime objects with pd.to_datetime().mp4 |
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002 Creating a fully functional Demo Account - in all CountriesRegions!.html |
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002 Defining an SMA Crossover Strategy_en.srt |
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002 Defining an SMA Crossover Strategy.mp4 |
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002 Defining your first user-defined Function_en.srt |
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002 Defining your first user-defined Function.mp4 |
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002 Demonstration AWS EC2 for Algorithmic Trading live in action_en.srt |
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002 Demonstration AWS EC2 for Algorithmic Trading live in action.mp4 |
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002 Download and Install Anaconda_en.srt |
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002 Download and Install Anaconda.mp4 |
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002 Downloads for Part 4 Updated May 2023.html |
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002 Downloads for PART 5 Updated June 2023.html |
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002 FXCM at a first glance_en.srt |
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002 FXCM at a first glance.mp4 |
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002 Getting the Data_en.srt |
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002 Getting the Data_en.srt |
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002 Getting the Data.mp4 |
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002 Getting the Data.mp4 |
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002 Historical Data, real-time Data and Orders (Recap)_en.srt |
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002 Historical Data, real-time Data and Orders (Recap).mp4 |
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002 How to create a (Paper Trading) Account_en.srt |
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002 How to create a (Paper Trading) Account.mp4 |
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002 How to get the best out of this course_en.srt |
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002 How to get the best out of this course.mp4 |
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002 Installation of Tensorflow & Keras (Part 1).html |
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002 Installing and importing required LibrariesPackages_en.srt |
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002 Installing and importing required LibrariesPackages.mp4 |
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002 Intro to the Time Value of Money (TVM) Concept (Theory)_en.srt |
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002 Intro to the Time Value of Money (TVM) Concept (Theory).mp4 |
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002 Linear Regression with scikit-learn - a simple Introduction_en.srt |
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002 Linear Regression with scikit-learn - a simple Introduction.mp4 |
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002 Logistic Regression with scikit-learn - a simple Introduction (Part 2)_en.srt |
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002 Logistic Regression with scikit-learn - a simple Introduction (Part 2).mp4 |
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002 Long Term Investing vs. (Algorithmic) Day Trading_en.srt |
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002 Long Term Investing vs. (Algorithmic) Day Trading.mp4 |
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002 Merging Aligning Financial Time Series (hands-on)_en.srt |
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002 Merging Aligning Financial Time Series (hands-on).mp4 |
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002 Modules, Packages and Libraries - No need to reinvent the Wheel_en.srt |
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002 Modules, Packages and Libraries - No need to reinvent the Wheel.mp4 |
20.77Мб |
002 OANDA Commands to install required packages.html |
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002 Part4-Materials.zip |
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002 Part5-Materials.zip |
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002 Python Errors (Exceptions)_en.srt |
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002 Python Errors (Exceptions).mp4 |
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002 Stop Loss Orders - Theory_en.srt |
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002 Stop Loss Orders - Theory.mp4 |
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002 Strategy 1 SMA_en.srt |
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002 Strategy 1 SMA.mp4 |
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002 strategy-overview.pdf |
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002 Streaming Tick Data_en.srt |
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002 Streaming Tick Data.mp4 |
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002 Test your debugging skills!_en.srt |
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002 Test your debugging skills!.mp4 |
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002 The best time to trade (Part 1)_en.srt |
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002 The best time to trade (Part 1).mp4 |
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002 The Financial Analysis Class live in action (Part 1)_en.srt |
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002 The Financial Analysis Class live in action (Part 1).mp4 |
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002 Trading Strategies - an Overview_en.srt |
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002 Trading Strategies - an Overview.mp4 |
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002 Trading-vs-investing.pdf |
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002 TVM.pdf |
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002 Updating the Wrapper Package (Part 2)_en.srt |
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002 Updating the Wrapper Package (Part 2).mp4 |
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003 A first Intuition on Iterative Backtesting (Part 2)_en.srt |
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003 A first Intuition on Iterative Backtesting (Part 2).mp4 |
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003 Amazon Web Services (AWS) - Overview and how to create a Free Trial Account_en.srt |
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003 Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.mp4 |
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003 Calculate Future Values (FV) with Python Compounding_en.srt |
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003 Calculate Future Values (FV) with Python Compounding.mp4 |
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003 Defining a Bollinger Bands Mean-Reversion Strategy (Part 1)_en.srt |
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003 Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).mp4 |
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003 Did you know... (what Data can tell us about Day Trading)_en.srt |
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003 Did you know... (what Data can tell us about Day Trading).mp4 |
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003 did-you-know.pdf |
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003 Downloads for Part 3 Updated May 2023.html |
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003 Excursus Your FAQs answered_en.srt |
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003 Excursus Your FAQs answered.mp4 |
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003 Getting and Preparing the Data_en.srt |
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003 Getting and Preparing the Data.mp4 |
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003 Helpful DatetimeIndex Attributes and Methods_en.srt |
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003 Helpful DatetimeIndex Attributes and Methods.mp4 |
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003 How to create an Account_en.srt |
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003 How to create an Account.mp4 |
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003 How to create an Account Update May 2023_en.srt |
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003 How to create an Account Update May 2023.mp4 |
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003 How to Install the IB Trader Workstation (TWS)_en.srt |
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003 How to Install the IB Trader Workstation (TWS).mp4 |
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003 How to open Jupyter Notebooks_en.srt |
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003 How to open Jupyter Notebooks.mp4 |
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003 Indexing and Slicing Time Series_en.srt |
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003 Indexing and Slicing Time Series.mp4 |
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003 Installation of Tensorflow & Keras (Part 2)_en.srt |
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003 Installation of Tensorflow & Keras (Part 2).mp4 |
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003 Loading Financial Data from the Web_en.srt |
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003 Loading Financial Data from the Web.mp4 |
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003 Major reasons for Coding Errors_en.srt |
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003 Major reasons for Coding Errors.mp4 |
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003 Making Predictions with Linear Regression_en.srt |
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003 Making Predictions with Linear Regression.mp4 |
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003 Numpy Arrays_en.srt |
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003 Numpy Arrays.mp4 |
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003 OANDA How to install the OANDA API Wrapper_en.srt |
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003 OANDA How to install the OANDA API Wrapper.mp4 |
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003 Part3-Materials.zip |
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003 Spot Trading vs. Derivatives Trading (Part 1)_en.srt |
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003 Spot Trading vs. Derivatives Trading (Part 1).mp4 |
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003 Spot-vs-Futures.pdf |
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003 Strategy 2 Mean Reversion_en.srt |
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003 Strategy 2 Mean Reversion.mp4 |
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003 Streaming Tick Data for multiple Symbols_en.srt |
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003 Streaming Tick Data for multiple Symbols.mp4 |
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003 The best time to trade (Part 2)_en.srt |
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003 The best time to trade (Part 2).mp4 |
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003 The Financial Analysis Class live in action (Part 2)_en.srt |
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003 The Financial Analysis Class live in action (Part 2).mp4 |
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003 Trailing Stop Loss Orders - Theory.html |
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003 Troubleshooting FXCM Server Connection Issues.html |
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003 try and except_en.srt |
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003 try and except.mp4 |
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003 Vectorized Strategy Backtesting_en.srt |
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003 Vectorized Strategy Backtesting.mp4 |
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003 Weekend and Bank Holiday Alert.html |
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003 What´s the difference between Positional Arguments vs. Keyword Arguments_en.srt |
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003 What´s the difference between Positional Arguments vs. Keyword Arguments.mp4 |
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004 Catching specific Errors_en.srt |
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004 Catching specific Errors.mp4 |
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004 Combining both Strategies - Alternative 1_en.srt |
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004 Combining both Strategies - Alternative 1.mp4 |
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004 Creating an Iterative Base Class (Part 1)_en.srt |
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004 Creating an Iterative Base Class (Part 1).mp4 |
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004 Currency.pdf |
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004 Defining a Bollinger Bands Mean-Reversion Strategy (Part 2)_en.srt |
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004 Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).mp4 |
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004 Defining a simple Contrarian Strategy_en.srt |
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004 Defining a simple Contrarian Strategy.mp4 |
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004 Downsampling Time Series with resample()_en.srt |
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004 Downsampling Time Series with resample().mp4 |
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004 Example Trade Buying EURUSD_en.srt |
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004 Example Trade Buying EURUSD.mp4 |
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004 Filling NA Values with bfill, ffill and interpolation_en.srt |
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004 Filling NA Values with bfill, ffill and interpolation.mp4 |
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004 Finding the optimal SMA Strategy_en.srt |
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004 Finding the optimal SMA Strategy.mp4 |
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004 FOREX Currency Exchange Rates explained_en.srt |
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004 FOREX Currency Exchange Rates explained.mp4 |
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004 Getting and Preparing the Data_en.srt |
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004 Getting and Preparing the Data.mp4 |
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004 Getting the Data_en.srt |
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004 Getting the Data.mp4 |
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004 Historical Data, real-time Data and Orders (Recap)_en.srt |
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004 Historical Data, real-time Data and Orders (Recap).mp4 |
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004 How to create an EC2 Instance_en.srt |
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004 How to create an EC2 Instance.mp4 |
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004 How to work with Default Arguments_en.srt |
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004 How to work with Default Arguments.mp4 |
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004 How to work with Jupyter Notebooks_en.srt |
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004 How to work with Jupyter Notebooks.mp4 |
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004 Indexing and Slicing Numpy Arrays_en.srt |
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004 Indexing and Slicing Numpy Arrays.mp4 |
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004 Initial Inspection and Visualization_en.srt |
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004 Initial Inspection and Visualization.mp4 |
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004 NEW Udemy Online Coding Exercises - Intro_en.srt |
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004 NEW Udemy Online Coding Exercises - Intro.mp4 |
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004 Oanda-firststeps.zip |
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004 OANDA Getting the API Key & other Preparations_en.srt |
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004 OANDA Getting the API Key & other Preparations.mp4 |
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004 Overfitting_en.srt |
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004 Overfitting.mp4 |
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004 Predicting Market Direction with Logistic Regression_en.srt |
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004 Predicting Market Direction with Logistic Regression.mp4 |
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004 Preview A Trader Class live in action_en.srt |
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004 Preview A Trader Class live in action.mp4 |
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004 Spot Trading vs. Derivatives Trading (Part 2)_en.srt |
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004 Spot Trading vs. Derivatives Trading (Part 2).mp4 |
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004 Spreads during the busy hours_en.srt |
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004 Spreads during the busy hours.mp4 |
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004 Streaming Bar Data_en.srt |
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004 Streaming Bar Data.mp4 |
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004 Student FAQ.html |
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004 Take Profit Orders - Theory_en.srt |
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004 Take Profit Orders - Theory.mp4 |
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004 The most commonly made Errors at a glance_en.srt |
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004 The most commonly made Errors at a glance.mp4 |
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004 The special method __init__()_en.srt |
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004 The special method __init__().mp4 |
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004 TWS - First Steps_en.srt |
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004 TWS - First Steps.mp4 |
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005 [Article] Loading Data into Pandas - advanced topics.html |
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005 Adding LabelsFeatures_en.srt |
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005 Adding LabelsFeatures.mp4 |
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005 A simple Buy and Hold Strategy_en.srt |
5.88Кб |
005 A simple Buy and Hold Strategy.mp4 |
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005 Calculate Present Values (PV) with Python Discounting_en.srt |
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005 Calculate Present Values (PV) with Python Discounting.mp4 |
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005 Coding Exercise 1_en.srt |
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005 Coding Exercise 1.mp4 |
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005 Collecting and storing real-time tick data_en.srt |
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005 Collecting and storing real-time tick data.mp4 |
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005 Creating an Iterative Base Class (Part 2)_en.srt |
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005 Creating an Iterative Base Class (Part 2).mp4 |
6.91Мб |
005 Generalization with OOP An SMA Backtesting Class in action_en.srt |
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005 Generalization with OOP An SMA Backtesting Class in action.mp4 |
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005 How to connect to your EC2 Instance_en.srt |
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005 How to connect to your EC2 Instance.mp4 |
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005 How to create a live Candle Stick Chart_en.srt |
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005 How to create a live Candle Stick Chart.mp4 |
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005 In-Sample Backtesting and the Look-ahead-bias_en.srt |
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005 In-Sample Backtesting and the Look-ahead-bias.mp4 |
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005 LEGAL DISCLAIMER (MUST READ!).html |
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005 Long-EUR-fxcm.xlsx |
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005 OANDA Connecting to the APIServer_en.srt |
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005 OANDA Connecting to the APIServer.mp4 |
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005 Omitting cells, changing the sequence and more_en.srt |
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005 Omitting cells, changing the sequence and more.mp4 |
37.53Мб |
005 Our second Trade - EURUSD FOREX Trading_en.srt |
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005 Our second Trade - EURUSD FOREX Trading.mp4 |
42.93Мб |
005 Overview & the Brokers OANDA, IBKR and FXCM_en.srt |
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005 Overview & the Brokers OANDA, IBKR and FXCM.mp4 |
41.23Мб |
005 Preview A Trader Class live in action_en.srt |
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005 Preview A Trader Class live in action.mp4 |
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005 SL & TP - Use Cases and Conclusion_en.srt |
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005 SL & TP - Use Cases and Conclusion.mp4 |
42.70Мб |
005 Taking into account busy Trading Hours_en.srt |
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005 Taking into account busy Trading Hours.mp4 |
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005 The Default Argument None_en.srt |
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005 The Default Argument None.mp4 |
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005 The Exception class_en.srt |
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005 The Exception class.mp4 |
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005 The first Trade (buying Stocks)_en.srt |
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005 The first Trade (buying Stocks).mp4 |
41.05Мб |
005 The Impact of Granularity_en.srt |
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005 The Impact of Granularity.mp4 |
20.91Мб |
005 The method get_data()_en.srt |
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005 The method get_data().mp4 |
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005 Timezones and Converting (Part 1)_en.srt |
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005 Timezones and Converting (Part 1).mp4 |
14.61Мб |
005 Tips for Python Beginners_en.srt |
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005 Tips for Python Beginners.mp4 |
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005 Trade Analysis_en.srt |
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005 Trade Analysis.mp4 |
11.35Мб |
005 Underfitting_en.srt |
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005 Underfitting.mp4 |
13.06Мб |
005 Vectorized Operations with Numpy Arrays_en.srt |
4.59Кб |
005 Vectorized Operations with Numpy Arrays.mp4 |
12.10Мб |
005 Vectorized Strategy Backtesting_en.srt |
4.79Кб |
005 Vectorized Strategy Backtesting_en.srt |
6.39Кб |
005 Vectorized Strategy Backtesting.mp4 |
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005 Vectorized Strategy Backtesting.mp4 |
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006 Adding lags_en.srt |
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006 Adding lags.mp4 |
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006 Changing Elements in Numpy Arrays & Mutability_en.srt |
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006 Changing Elements in Numpy Arrays & Mutability.mp4 |
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006 Changing the Window Parameter_en.srt |
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006 Changing the Window Parameter.mp4 |
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006 Charting_en.srt |
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006 Charting.mp4 |
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006 Conclusions_en.srt |
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006 Conclusions.mp4 |
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006 Creating an Iterative Base Class (Part 3)_en.srt |
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006 Creating an Iterative Base Class (Part 3).mp4 |
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006 Creating the Class (Part 1)_en.srt |
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006 Creating the Class (Part 1).mp4 |
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006 Generalization with OOP A Bollinger Bands Backtesting Class in action_en.srt |
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006 Getting the Data_en.srt |
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006 Getting the Data.mp4 |
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006 Getting the Instance Ready for Algorithmic Trading_en.srt |
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006 Getting the Instance Ready for Algorithmic Trading.mp4 |
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006 How to calculate Profit & Loss of a Trade_en.srt |
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006 How to calculate Profit & Loss of a Trade.mp4 |
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006 How to collect and store real-time tick data_en.srt |
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006 How to collect and store real-time tick data.mp4 |
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006 How to unpack Iterables_en.srt |
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006 IndexErrors_en.srt |
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006 Interest Rates and Returns (Theory)_en.srt |
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006 Mutability-arrays.pdf |
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006 Normalizing Time Series to a Base Value (100)_en.srt |
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006 Oanda Contrader Class without Take Profit & Stop Loss (Recap)_en.srt |
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006 OANDA How to load Historical Price Data (Part 1)_en.srt |
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006 OANDA How to load Historical Price Data (Part 1).mp4 |
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006 Out-Sample Forward Testing_en.srt |
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006 Strategy Backtesting_en.srt |
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006 The method log_returns()_en.srt |
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006 The method log_returns().mp4 |
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006 Timezones and Converting (Part 2)_en.srt |
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006 Trading Hours_en.srt |
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006 try, except, else_en.srt |
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007 A simple Linear Model to predict Financial Returns (Part 1).mp4 |
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007 A Trader Class_en.srt |
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007 A Trader Class.mp4 |
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007 Calculate Interest Rates and Returns with Python_en.srt |
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007 Calculate Interest Rates and Returns with Python.mp4 |
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007 Cash Account vs. Margin Account_en.srt |
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007 Cash Account vs. Margin Account.mp4 |
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007 Closing Positions vs. Hedging Positions_en.srt |
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007 Coding Challenge #1_en.srt |
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007 Combining both Strategies - Alternative 2_en.srt |
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007 Creating an Iterative Base Class (Part 4)_en.srt |
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007 Generalization with OOP A Classification Backtesting Class in action_en.srt |
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007 Generalization with OOP A Classification Backtesting Class in action.mp4 |
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007 Improving Code Efficiency_en.srt |
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007 Indentation Errors_en.srt |
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007 Oanda How to create Stop Loss and Take Profit Orders_en.srt |
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007 Oanda How to create Stop Loss and Take Profit Orders.mp4 |
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007 OANDA How to load Historical Price Data (Part 2)_en.srt |
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007 OANDA How to load Historical Price Data (Part 2).mp4 |
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007 OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution)_en.srt |
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007 OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).mp4 |
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007 Sequences as arguments and args_en.srt |
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007 Slicing-arrays.pdf |
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007 Splitting into Train and Test Set_en.srt |
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007 String representation and the special method __repr__()_en.srt |
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007 Trades and Trading Costs (Part 1)_en.srt |
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007 Trading Costs and Performance Attribution_en.srt |
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007 View vs. copy - potential Pitfalls when slicing Numpy Arrays_en.srt |
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007 View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4 |
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007 Weekend and Bank Holiday Alert.html |
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008 Define an SMA Day Trading Strategy_en.srt |
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008 Feature ScalingEngineering_en.srt |
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008 How to return many results_en.srt |
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008 How to run Python Scripts in a Windows Command Prompt_en.srt |
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008 How to run Python Scripts in a Windows Command Prompt.mp4 |
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008 IBKR-Stocks.xlsx |
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008 Introduction to Variables_en.srt |
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008 Margin and Leverage_en.srt |
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008 Numpy Array Methods and Attributes_en.srt |
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008 Oanda Stop Loss and Take Profit Orders - Pitfalls_en.srt |
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008 OANDA Streaming high-frequency real-time Data_en.srt |
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008 Order Types at a glance_en.srt |
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008 Price changes and Financial Returns_en.srt |
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008 Strategy Optimization_en.srt |
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008 The Classification Backtesting Class explained (Part 1)_en.srt |
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008 The Classification Backtesting Class explained (Part 1).mp4 |
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008 The methods plot_prices() and plot_returns()_en.srt |
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008 The methods plot_prices() and plot_returns().mp4 |
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008 Trades and Trading Costs (Part 2)_en.srt |
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008 Trading Costs (Stocks) - Commissions_en.srt |
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008 Try again (...until it works)_en.srt |
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009 A Multiple Regression Model to predict Financial Returns_en.srt |
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009 A Multiple Regression Model to predict Financial Returns.mp4 |
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009 Creating and Fitting the DNN Model_en.srt |
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009 Creating an Iterative Base Class (Part 6)_en.srt |
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009 Creating Orders and Executing Trades_en.srt |
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009 Creating the Class (Part 4)_en.srt |
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009 Encapsulation and protected Attributes_en.srt |
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009 Excursus How to add inline comments_en.srt |
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009 Generalization with OOP A Contrarian Backtesting Class in action_en.srt |
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009 Generalization with OOP A Contrarian Backtesting Class in action.mp4 |
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009 How to limit the number of retries_en.srt |
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009 How to limit the number of retries.mp4 |
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009 How to start Trading sessions with Batch (.bat) Files_en.srt |
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009 How to start Trading sessions with Batch (.bat) Files.mp4 |
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009 Margin Closeout and more_en.srt |
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009 Margin Closeout and more.mp4 |
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009 Numpy Universal Functions_en.srt |
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009 OANDA How to place Orders and execute Trades_en.srt |
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009 Oanda Setting SL Distances and TP Prices in real-time_en.srt |
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009 Reward and Risk of Financial Instruments_en.srt |
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009 Scope - easily explained_en.srt |
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009 The Classification Backtesting Class explained (Part 2)_en.srt |
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009 Trading Challenge.html |
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009 Trading Costs (Stocks) - other (hidden) Costs_en.srt |
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009 Trading Costs (Stocks) - other (hidden) Costs.mp4 |
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009 TypeErrors and ValueErrors_en.srt |
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010 Boolean Arrays and Conditional Filtering_en.srt |
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010 Candlestick.pdf |
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010 Coding Challenge #2.html |
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010 Coding Exercise 6.html |
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010 Creating an Iterative Base Class (Part 7)_en.srt |
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010 Creating the Class (Part 5)_en.srt |
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010 FOREX Trading Cash vs. CFD_en.srt |
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010 FOREX Trading Cash vs. CFD.mp4 |
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010 Getting help on StackOverflow.com_en.srt |
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010 Getting help on StackOverflow.com.mp4 |
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010 How to schedule Trading sessions with the Task Scheduler_en.srt |
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010 IBKR-CFD.xlsx |
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010 In-Sample Backtesting and the Look-ahead-bias_en.srt |
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010 In-Sample Backtesting and the Look-ahead-bias.mp4 |
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010 Introduction to Charting_en.srt |
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010 Oanda Check for SLTP Events_en.srt |
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010 OOP Challenge Create the Contrarian Backtesting Class (incl. Solution)_en.srt |
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010 Prediction & Out-Sample Forward Testing_en.srt |
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010 Storing and resampling real-time tick data (Part 4).mp4 |
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010 The method set_ticker()_en.srt |
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010 Trade Monitoring and Reporting_en.srt |
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010 Trading Challenge.html |
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010 Variables.pdf |
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010 Variables and Memory (Theory)_en.srt |
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010 Variables and Memory (Theory).mp4 |
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010 Waiting periods between re-tries_en.srt |
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010 Working with historical data and real-time tick data (Part 1)_en.srt |
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010 Working with historical data and real-time tick data (Part 1).mp4 |
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011 A complete CFD FOREX Trade_en.srt |
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011 A complete CFD FOREX Trade.mp4 |
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011 Adding more methods and performance metrics_en.srt |
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011 Adding more methods and performance metrics.mp4 |
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011 Advanced Filtering & Bitwise Operators_en.srt |
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011 Advanced Filtering & Bitwise Operators.mp4 |
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011 Creating an Iterative Base Class (Part 8)_en.srt |
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011 Creating an Iterative Base Class (Part 8).mp4 |
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011 Creating the Class (Part 6)_en.srt |
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011 Creating the Class (Part 6).mp4 |
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011 How to Stop a Trading Session_en.srt |
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011 How to Stop a Trading Session.mp4 |
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011 How to stop Trading Sessions (OANDA)_en.srt |
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011 How to stop Trading Sessions (OANDA).mp4 |
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011 How to traceback more complex Errors_en.srt |
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011 How to traceback more complex Errors.mp4 |
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011 IBKR API Downloads and required Commands to install the Wrapper.html |
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011 Implementation with Oanda V20 Connection Issues_en.srt |
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011 Implementation with Oanda V20 Connection Issues.mp4 |
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011 Interactive-Brokers-firststeps.zip |
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011 Investment Multiple and CAGR_en.srt |
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011 More on Variables and Memory_en.srt |
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011 More on Variables and Memory.mp4 |
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011 Oanda Adding Stop Loss & Take Profit_en.srt |
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011 Our third Trade A-Z - Going Short EURUSD_en.srt |
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011 Our third Trade A-Z - Going Short EURUSD.mp4 |
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011 Out-Sample Forward Testing_en.srt |
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011 Out-Sample Forward Testing.mp4 |
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011 Saving Model and Parameters_en.srt |
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011 Saving Model and Parameters.mp4 |
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011 Short-EUR.xlsx |
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011 Storing and resampling real-time tick data (Part 5)_en.srt |
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011 Storing and resampling real-time tick data (Part 5).mp4 |
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011 Working with historical data and real-time tick data (Part 2)_en.srt |
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011 Working with historical data and real-time tick data (Part 2).mp4 |
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012 Adding the Iterative Backtest Child Class for SMA (Part 1)_en.srt |
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012 CFD Trade Analysis_en.srt |
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012 CFD Trade Analysis.mp4 |
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012 Compound Returns & Geometric Mean Return_en.srt |
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012 Compound Returns & Geometric Mean Return.mp4 |
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012 Creating the Class (Part 7)_en.srt |
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012 Determining a Project´s Payback Period with np.where()_en.srt |
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012 Determining a Project´s Payback Period with np.where().mp4 |
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012 How to stop Trading Sessions (FXCM)_en.srt |
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012 How to stop Trading Sessions (FXCM).mp4 |
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012 IBKR How to download and install the API Wrapper & other Preparations_en.srt |
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012 IBKR How to download and install the API Wrapper & other Preparations.mp4 |
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012 Important Notices.html |
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012 Inheritance_en.srt |
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012 keywords.pdf |
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012 Netting vs. Hedging_en.srt |
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012 Oanda Error Handling (Part 1)_en.srt |
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012 Oanda Error Handling (Part 1).mp4 |
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012 Oanda Trading Bot Final Python Script.html |
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012 Problems with the Python Installation_en.srt |
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012 Problems with the Python Installation.mp4 |
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012 Trading other Strategies - Coding Challenge_en.srt |
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012 Trading other Strategies - Coding Challenge.mp4 |
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012 Variables - Dos, Don´ts and Conventions_en.srt |
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012 Working with historical data and real-time tick data (Part 1)_en.srt |
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012 Working with historical data and real-time tick data (Part 3)_en.srt |
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013 Adding the Iterative Backtest Child Class for SMA (Part 2)_en.srt |
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013 Adding the Iterative Backtest Child Class for SMA (Part 2).mp4 |
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013 Coding Challenge #3.html |
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013 Creating Numpy Arrays from Scratch_en.srt |
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013 Creating Numpy Arrays from Scratch.mp4 |
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013 Creating the Class (Part 8)_en.srt |
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013 Defining a Simple Contrarian Trading Strategy_en.srt |
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013 Defining a Simple Contrarian Trading Strategy.mp4 |
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013 External Factors and Issues_en.srt |
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013 IBKR Connecting to the API_en.srt |
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013 IBKR Contrader Class without Take Profit & Stop Loss (Recap)_en.srt |
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013 Implementation (Oanda & FXCM)_en.srt |
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013 Inheritance and the super() Function_en.srt |
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013 Market, Limit and Stop Orders_en.srt |
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013 Oanda Error Handling (Part 2)_en.srt |
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013 Running a Python Trader Script_en.srt |
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013 The print() Function_en.srt |
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013 Working with historical data and real-time tick data (Part 2)_en.srt |
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014 Adding meaningful Docstrings_en.srt |
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014 Coding Exercise 1_en.srt |
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014 Coding Exercise 7.html |
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014 Discrete Compounding_en.srt |
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014 Errors related to the course content (Transcription Errors)_en.srt |
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014 IBKR Contracts_en.srt |
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014 IBKR How to create Stop Loss and Take Profit Orders_en.srt |
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014 Oanda Error Handling (Part 3)_en.srt |
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014 Oanda Error Handling (Part 3).mp4 |
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014 Outlook What is (still) missing.html |
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014 Placing Orders and Executing Trades_en.srt |
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014 Placing Orders and Executing Trades.mp4 |
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014 Take-Profit and Stop-Loss Orders_en.srt |
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014 Using Modules and adding Docstrings_en.srt |
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014 Working with historical data and real-time tick data (Part 3)_en.srt |
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014 Working with historical data and real-time tick data (Part 3).mp4 |
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015 A more general Example_en.srt |
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015 A more general Example.mp4 |
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015 Continuous Compounding_en.srt |
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015 Creating and Importing Python Modules (.py)_en.srt |
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015 Creating and Importing Python Modules (.py).mp4 |
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015 Defining a simple Contrarian Strategy_en.srt |
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015 Defining a simple Contrarian Strategy.mp4 |
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015 FV-many.pdf |
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015 How to work with nested Lists_en.srt |
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015 How to work with nested Lists.mp4 |
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015 IBKR How to get Market Data_en.srt |
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015 IBKR Stop Loss and Take Profit Orders - Pitfalls_en.srt |
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015 Implementation with IBKR Errors and Connectivity Issues_en.srt |
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015 OOP Challenge Add Contrarian and Bollinger Strategies_en.srt |
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015 Summary and Debugging Flow-Chart_en.srt |
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015 Summary and Debugging Flow-Chart.mp4 |
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015 Trade Monitoring and Reporting_en.srt |
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015 TVM Problems with many Cashflows_en.srt |
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016 2-dimensional Numpy Arrays_en.srt |
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016 2-dimensional Numpy Arrays.mp4 |
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016 Coding Exercise 3 Create your own Class_en.srt |
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016 Coding Exercise 3 Create your own Class.mp4 |
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016 IBKR Adding Stop Loss & Take Profit_en.srt |
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016 IBKR Data Streaming for Multiple Tickers_en.srt |
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016 IBKR Error Handling_en.srt |
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016 Intro to Python Lists_en.srt |
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016 Intro to Python Lists.mp4 |
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016 Log Returns_en.srt |
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016 Log Returns.mp4 |
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016 Placing Orders and Executing Trades_en.srt |
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016 Placing Orders and Executing Trades.mp4 |
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016 Trading Challenge.html |
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016 Trading other Strategies - Coding Challenge_en.srt |
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016 Trading other Strategies - Coding Challenge.mp4 |
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017 How to slice 2-dim Numpy Arrays (Part 1)_en.srt |
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017 How to slice 2-dim Numpy Arrays (Part 1).mp4 |
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017 IBKR Contracts (advanced)_en.srt |
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017 IBKR Contracts (advanced).mp4 |
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017 IBKR Trading Bot Final Python Script.html |
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017 Implementation with FXCM APIServer Issues_en.srt |
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017 Implementation with FXCM APIServer Issues.mp4 |
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017 Indexing.pdf |
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017 Simple Returns vs Log Returns ( Part 1)_en.srt |
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017 Simple Returns vs Log Returns ( Part 1).mp4 |
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017 SMA Crossover and Bollinger Bands (Solution)_en.srt |
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017 SMA Crossover and Bollinger Bands (Solution).mp4 |
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017 Trade Monitoring and Reporting_en.srt |
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017 Zero-based Indexing and negative Indexing in Python (Theory)_en.srt |
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017 Zero-based Indexing and negative Indexing in Python (Theory).mp4 |
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018 FXCM Error Handling (Part 1)_en.srt |
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018 FXCM Error Handling (Part 1).mp4 |
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018 How to slice 2-dim Numpy Arrays (Part 2)_en.srt |
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018 How to slice 2-dim Numpy Arrays (Part 2).mp4 |
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018 IBKR FOREX and CFD Contracts_en.srt |
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018 IBKR FOREX and CFD Contracts.mp4 |
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018 Indexing Lists_en.srt |
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018 Indexing Lists.mp4 |
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018 Machine Learning Strategies (1) - Model Fitting_en.srt |
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018 Machine Learning Strategies (1) - Model Fitting.mp4 |
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018 Simple Returns vs Log Returns ( Part 2)_en.srt |
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018 Simple Returns vs Log Returns ( Part 2).mp4 |
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018 Trading other Strategies - Coding Challenge_en.srt |
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018 Trading other Strategies - Coding Challenge.mp4 |
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019 Coding Challenge #4.html |
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019 For Loops - Iterating over Lists_en.srt |
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019 For Loops - Iterating over Lists.mp4 |
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019 FXCM Error Handling (Part 2)_en.srt |
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019 IBKR Creating Orders (Stock Trading)_en.srt |
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019 IBKR Creating Orders (Stock Trading).mp4 |
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019 Implementing an SMA Crossover Strategy (Solution)_en.srt |
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019 Implementing an SMA Crossover Strategy (Solution).mp4 |
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019 Machine Learning Strategies (2) - Implementation_en.srt |
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019 Machine Learning Strategies (2) - Implementation.mp4 |
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019 Recap Changing Elements in a Numpy Array slice_en.srt |
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019 Recap Changing Elements in a Numpy Array slice.mp4 |
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020 Comparing the Performance of Financial Instruments_en.srt |
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020 Comparing the Performance of Financial Instruments.mp4 |
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020 Excursus Printing all ticks in a Command PromptTerminal.html |
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020 How to perform row-wise and column-wise Operations_en.srt |
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020 How to perform row-wise and column-wise Operations.mp4 |
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020 IBKR Creating Orders (CFD Trading)_en.srt |
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020 Implementing a Bollinger Bands Strategy (Solution)_en.srt |
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020 Implementing a Bollinger Bands Strategy (Solution).mp4 |
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020 The range Object - another Iterable_en.srt |
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020 The range Object - another Iterable.mp4 |
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021 (Non-) Normality of Financial Returns_en.srt |
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021 (Non-) Normality of Financial Returns.mp4 |
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021 Calculate FV and PV for many Cashflows_en.srt |
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021 Calculate FV and PV for many Cashflows.mp4 |
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021 Coding Exercise 8.html |
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021 IBKR CFD Trade Information_en.srt |
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021 Machine Learning Strategies (1) - Model Fitting_en.srt |
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021 Machine Learning Strategies (1) - Model Fitting.mp4 |
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021 PV-FV-many.pdf |
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021 Running a Python Script_en.srt |
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022 Annualizing Return and Risk_en.srt |
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022 Annualizing Return and Risk.mp4 |
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022 IBKR Positions and Account Values_en.srt |
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022 IBKR Positions and Account Values.mp4 |
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022 Intro to Tabular Data Pandas_en.srt |
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022 Intro to Tabular Data Pandas.mp4 |
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022 Machine Learning Strategies (2) - Implementation_en.srt |
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022 Machine Learning Strategies (2) - Implementation.mp4 |
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022 NPV.pdf |
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022 The Net Present Value - NPV (Theory)_en.srt |
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022 The Net Present Value - NPV (Theory).mp4 |
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023 Calculate an Investment Project´s NPV_en.srt |
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023 Calculate an Investment Project´s NPV.mp4 |
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023 Create your very first Pandas DataFrame (from csv)_en.srt |
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023 Create your very first Pandas DataFrame (from csv).mp4 |
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023 IBKR Historical Bars_en.srt |
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023 Importing a Trader Module Class_en.srt |
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023 Importing a Trader Module Class.mp4 |
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023 Resampling Smoothing of Financial Data_en.srt |
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023 Resampling Smoothing of Financial Data.mp4 |
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024 Coding Exercise 2_en.srt |
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024 Coding Exercise 2.mp4 |
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024 Excursus Printing all ticks in a Command PromptTerminal.html |
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024 FXCM Important Info April 2023.html |
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024 Pandas Display Options and the methods head() & tail()_en.srt |
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024 Pandas Display Options and the methods head() & tail().mp4 |
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024 Rolling Statistics_en.srt |
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025 Coding Challenge #5.html |
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025 Data Types in Action_en.srt |
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025 Data Types in Action.mp4 |
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025 First Data Inspection_en.srt |
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025 First Data Inspection.mp4 |
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025 FXCM Commands to install required packages.html |
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025 Running a Python Trader Script_en.srt |
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025 Running a Python Trader Script.mp4 |
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026 Coding Exercise 9.html |
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026 FXCM How to install the FXCM API Wrapper_en.srt |
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026 FXCM How to install the FXCM API Wrapper.mp4 |
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026 Outlook What is (still) missing.html |
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026 Short Selling and Short Position Returns (Part 1)_en.srt |
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026 Short Selling and Short Position Returns (Part 1).mp4 |
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026 The Data Type Hierarchy (Theory)_en.srt |
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026 The Data Type Hierarchy (Theory).mp4 |
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026 Type-Hierarchy.pdf |
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027 Excursus Dynamic Typing in Python_en.srt |
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027 Excursus Dynamic Typing in Python.mp4 |
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027 FXCM-firststeps.zip |
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027 FXCM Getting the Access Token & other Preparations_en.srt |
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027 FXCM Getting the Access Token & other Preparations.mp4 |
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027 Selecting Columns_en.srt |
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027 Selecting Columns.mp4 |
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027 Short Selling and Short Position Returns (Part 2)_en.srt |
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027 Short Selling and Short Position Returns (Part 2).mp4 |
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028 Build-in Functions_en.srt |
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028 Build-in Functions.mp4 |
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028 Built-in-func.pdf |
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028 FXCM Connecting to the APIServer_en.srt |
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028 FXCM Connecting to the APIServer.mp4 |
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028 Selecting one Column with the dot notation_en.srt |
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028 Selecting one Column with the dot notation.mp4 |
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028 Short Selling and Short Position Returns (Part 3)_en.srt |
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028 Short Selling and Short Position Returns (Part 3).mp4 |
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029 Coding Challenge #6.html |
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029 Integers_en.srt |
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029 Troubleshooting FXCM Server Connection Issues.html |
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029 Zero-based Indexing and Negative Indexing_en.srt |
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029 Zero-based Indexing and Negative Indexing.mp4 |
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030 Covariance and Correlation_en.srt |
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030 Covariance and Correlation.mp4 |
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030 Floats_en.srt |
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030 Floats.mp4 |
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030 FXCM How to load Historical Price Data (Part 1)_en.srt |
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030 FXCM How to load Historical Price Data (Part 1).mp4 |
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030 Selecting Rows with iloc (position-based indexing)_en.srt |
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030 Selecting Rows with iloc (position-based indexing).mp4 |
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031 FXCM How to load Historical Price Data (Part 2)_en.srt |
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031 FXCM How to load Historical Price Data (Part 2).mp4 |
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031 How to round Floats (and Integers) with round()_en.srt |
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031 How to round Floats (and Integers) with round().mp4 |
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031 Portfolios and Portfolio Returns_en.srt |
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031 Portfolios and Portfolio Returns.mp4 |
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031 Slicing Rows and Columns with iloc (position-based indexing)_en.srt |
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031 Slicing Rows and Columns with iloc (position-based indexing).mp4 |
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032 FXCM Streaming high-frequency real-time Data_en.srt |
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032 FXCM Streaming high-frequency real-time Data.mp4 |
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032 Margin Trading and Levered Returns (Part 1)_en.srt |
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032 Margin Trading and Levered Returns (Part 1).mp4 |
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032 More on Lists_en.srt |
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032 More on Lists.mp4 |
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032 pandas-iloc.pdf |
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032 Position-based Indexing Cheat Sheets.html |
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033 FXCM How to place Orders and execute Trades_en.srt |
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033 FXCM How to place Orders and execute Trades.mp4 |
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033 Lists and Element-wise Operations_en.srt |
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033 Lists and Element-wise Operations.mp4 |
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033 Margin Trading and Levered Returns (Part 2)_en.srt |
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033 Margin Trading and Levered Returns (Part 2).mp4 |
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033 Selecting Rows with loc (label-based indexing)_en.srt |
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033 Selecting Rows with loc (label-based indexing).mp4 |
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034 Coding Challenge #7.html |
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034 Slicing Lists_en.srt |
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034 Slicing Lists.mp4 |
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034 Slicing Rows and Columns with loc (label-based indexing)_en.srt |
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034 Slicing Rows and Columns with loc (label-based indexing).mp4 |
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034 Trading Challenge.html |
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035 Label-based Indexing Cheat Sheets.html |
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035 Pandas-loc.pdf |
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035 Slicing Cheat Sheet.html |
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035 Slicing-cheatsheet.pdf |
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036 Changing Elements in Lists_en.srt |
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036 Changing Elements in Lists.mp4 |
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036 Summary, Best Practices and Outlook_en.srt |
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036 Summary, Best Practices and Outlook.mp4 |
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037 Coding Exercise 10.html |
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037 Sorting and Reversing Lists_en.srt |
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037 Sorting and Reversing Lists.mp4 |
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038 Adding and removing Elements fromto Lists_en.srt |
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038 Adding and removing Elements fromto Lists.mp4 |
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038 First Steps with Pandas Series_en.srt |
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038 First Steps with Pandas Series.mp4 |
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039 Analyzing Numerical Series with unique(), nunique() and value_counts()_en.srt |
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039 Analyzing Numerical Series with unique(), nunique() and value_counts().mp4 |
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039 Mutable vs. immutable Objects (Part 1)_en.srt |
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039 Mutable vs. immutable Objects (Part 1).mp4 |
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040 Analyzing non-numerical Series with unique(), nunique(), value_counts()_en.srt |
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040 Analyzing non-numerical Series with unique(), nunique(), value_counts().mp4 |
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040 Mutable vs. immutable Objects (Part 2)_en.srt |
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040 Mutable vs. immutable Objects (Part 2).mp4 |
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040 Python-for-Finance-Mutability.pdf |
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041 Coding Exercise 3_en.srt |
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041 Coding Exercise 3.mp4 |
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041 The copy() method_en.srt |
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041 The copy() method.mp4 |
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042 Sorting of Series and Introduction to the inplace - parameter_en.srt |
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042 Sorting of Series and Introduction to the inplace - parameter.mp4 |
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042 Tuples_en.srt |
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042 Tuples.mp4 |
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043 Dictionaries_en.srt |
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043 Dictionaries.mp4 |
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043 First Steps with Pandas Index Objects_en.srt |
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043 First Steps with Pandas Index Objects.mp4 |
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044 Changing Row Index with set_index() and reset_index()_en.srt |
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044 Changing Row Index with set_index() and reset_index().mp4 |
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044 Intro to Strings_en.srt |
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044 Intro to Strings.mp4 |
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045 Changing Column Labels_en.srt |
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045 Changing Column Labels.mp4 |
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045 String Replacement_en.srt |
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045 String Replacement.mp4 |
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046 Booleans_en.srt |
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046 Booleans.mp4 |
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046 Renaming Index & Column Labels with rename()_en.srt |
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046 Renaming Index & Column Labels with rename().mp4 |
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047 Filtering DataFrames (one Condition)_en.srt |
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047 Filtering DataFrames (one Condition).mp4 |
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047 Operators.pdf |
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047 Operators (Theory)_en.srt |
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047 Operators (Theory).mp4 |
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048 Comparison, Logical and Membership Operators in Action_en.srt |
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048 Comparison, Logical and Membership Operators in Action.mp4 |
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048 Filtering DataFrames by many Conditions (AND)_en.srt |
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048 Filtering DataFrames by many Conditions (AND).mp4 |
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049 Coding Exercise 4_en.srt |
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049 Coding Exercise 4.mp4 |
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049 Filtering DataFrames by many Conditions (OR)_en.srt |
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049 Filtering DataFrames by many Conditions (OR).mp4 |
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050 Advanced Filtering with between(), isin() and ~_en.srt |
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050 Advanced Filtering with between(), isin() and ~.mp4 |
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050 Conditional Statements_en.srt |
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050 Conditional Statements.mp4 |
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051 Intro to NA Values missing Values_en.srt |
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051 Intro to NA Values missing Values.mp4 |
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051 Keywords pass, continue and break_en.srt |
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051 Keywords pass, continue and break.mp4 |
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052 Calculate a Project´s Payback Period_en.srt |
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052 Calculate a Project´s Payback Period.mp4 |
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052 Handling NA Values missing Values_en.srt |
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052 Handling NA Values missing Values.mp4 |
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053 Exporting DataFrames to csv_en.srt |
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053 Exporting DataFrames to csv.mp4 |
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053 Introduction to while loops_en.srt |
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053 Introduction to while loops.mp4 |
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054 Coding Exercise 5.html |
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054 Summary Statistics and Accumulations_en.srt |
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054 Summary Statistics and Accumulations.mp4 |
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055 Visualization with Matplotlib (Intro)_en.srt |
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055 Visualization with Matplotlib (Intro).mp4 |
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056 Customization of Plots_en.srt |
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056 Customization of Plots.mp4 |
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057 Histogramms (Part 1)_en.srt |
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057 Histogramms (Part 1).mp4 |
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058 Histogramms (Part 2)_en.srt |
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058 Histogramms (Part 2).mp4 |
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060 First Steps with Seaborn_en.srt |
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060 First Steps with Seaborn.mp4 |
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061 Categorical Seaborn Plots_en.srt |
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061 Categorical Seaborn Plots.mp4 |
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062 Seaborn Regression Plots_en.srt |
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063 Seaborn Heatmaps_en.srt |
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063 Seaborn Heatmaps.mp4 |
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064 Removing Columns_en.srt |
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064 Removing Columns.mp4 |
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065 Introduction to GroupBy Operations_en.srt |
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065 Introduction to GroupBy Operations.mp4 |
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066 Understanding the GroupBy Object_en.srt |
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066 Understanding the GroupBy Object.mp4 |
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067 Splitting with many Keys_en.srt |
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067 Splitting with many Keys.mp4 |
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068 split-apply-combine_en.srt |
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