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Please note that this page does not hosts or makes available any of the listed filenames. You
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| 1.1 Appendix1_Materials.zip |
18.91KB |
| 1.1 Appendix2_Materials.zip |
3.14KB |
| 1.1 Appendix3_Materials.zip |
656.29KB |
| 1.1 cloud.pdf |
366.36KB |
| 1.1 DNN.pdf |
431.06KB |
| 1.1 Event_Driven_BT.pdf |
385.67KB |
| 1.1 ML.pdf |
492.27KB |
| 1.1 OOP.pdf |
479.50KB |
| 1.1 Overview.pdf |
476.76KB |
| 1.1 Part2_Materials.zip |
1.85MB |
| 1. Bonus Lecture.html |
12.02KB |
| 1. Conclusion and Outlook.mp4 |
3.95MB |
| 1. Conclusion and Outlook.srt |
928B |
| 1. Downloads for this Section.html |
124B |
| 1. FXCM at a first glance.mp4 |
67.52MB |
| 1. FXCM at a first glance.srt |
7.09KB |
| 1. Getting Ready (Installing required library).mp4 |
18.34MB |
| 1. Getting Ready (Installing required library).srt |
2.53KB |
| 1. Helpful DatetimeIndex Attributes and Methods.mp4 |
37.38MB |
| 1. Helpful DatetimeIndex Attributes and Methods.srt |
7.22KB |
| 1. How to maximize your learning experience.html |
203B |
| 1. Importing Time Series Data from csv-files.mp4 |
34.42MB |
| 1. Importing Time Series Data from csv-files.srt |
9.93KB |
| 1. Introduction.mp4 |
11.47MB |
| 1. Introduction.mp4 |
19.55MB |
| 1. Introduction.mp4 |
8.91MB |
| 1. Introduction.mp4 |
17.15MB |
| 1. Introduction.srt |
2.55KB |
| 1. Introduction.srt |
6.16KB |
| 1. Introduction.srt |
2.08KB |
| 1. Introduction.srt |
3.70KB |
| 1. Introduction and Downloads Part 2.mp4 |
17.93MB |
| 1. Introduction and Downloads Part 2.srt |
3.32KB |
| 1. Introduction and Motivation.mp4 |
20.22MB |
| 1. Introduction and Motivation.srt |
3.26KB |
| 1. Introduction and Overview.mp4 |
10.78MB |
| 1. Introduction and Overview.srt |
2.17KB |
| 1. Introduction and Preparing the Data.mp4 |
36.83MB |
| 1. Introduction and Preparing the Data.srt |
6.05KB |
| 1. Introduction to Iterative Backtesting (event-driven).mp4 |
30.12MB |
| 1. Introduction to Iterative Backtesting (event-driven).srt |
5.01KB |
| 1. Introduction to OOP and examples for Classes.mp4 |
63.75MB |
| 1. Introduction to OOP and examples for Classes.srt |
12.26KB |
| 1. Introduction to Part 3.mp4 |
41.33MB |
| 1. Introduction to Part 3.srt |
7.97KB |
| 1. Logistic Regression with scikit-learn - a simple Introduction (Part 1).mp4 |
0B |
| 1. Logistic Regression with scikit-learn - a simple Introduction (Part 1).srt |
0B |
| 1. Machine Learning - an Overview.mp4 |
42.53MB |
| 1. Machine Learning - an Overview.srt |
7.89KB |
| 1. Mean-Reversion Strategies - Overview.mp4 |
51.41MB |
| 1. Mean-Reversion Strategies - Overview.srt |
6.54KB |
| 1. OANDA at a first glance.mp4 |
65.91MB |
| 1. OANDA at a first glance.srt |
9.18KB |
| 1. Our very first Trade.mp4 |
13.90MB |
| 1. Our very first Trade.srt |
2.14KB |
| 1. Overview.mp4 |
10.23MB |
| 1. Overview.mp4 |
6.85MB |
| 1. Overview.srt |
2.21KB |
| 1. Overview.srt |
1.82KB |
| 1. Project Overview.mp4 |
23.79MB |
| 1. Project Overview.srt |
6.75KB |
| 1. Section Downloads.html |
124B |
| 1. Section Downloads.html |
124B |
| 1. Simple ContrarianMomentum Strategies - Overview.mp4 |
19.97MB |
| 1. Simple ContrarianMomentum Strategies - Overview.srt |
4.39KB |
| 1. SMA Crossover Strategies - Overview.mp4 |
44.01MB |
| 1. SMA Crossover Strategies - Overview.srt |
5.64KB |
| 1. Updating the Wrapper Package (Part 1).html |
359B |
| 1. Weekend and Bank Holiday Alert.html |
381B |
| 1. What is Algorithmic Trading Course Overview.mp4 |
38.27MB |
| 1. What is Algorithmic Trading Course Overview.srt |
6.13KB |
| 10.1 Short_EUR.xlsx |
35.48KB |
| 10. Boolean Arrays and Conditional Filtering.mp4 |
18.14MB |
| 10. Boolean Arrays and Conditional Filtering.srt |
5.62KB |
| 10. Coding Exercise 2.html |
158B |
| 10. Coding Exercise 6.html |
156B |
| 10. Creating an Iterative Base Class (Part 7).mp4 |
50.40MB |
| 10. Creating an Iterative Base Class (Part 7).srt |
7.50KB |
| 10. Creating the Class (Part 5).mp4 |
21.08MB |
| 10. Creating the Class (Part 5).srt |
3.16KB |
| 10. Getting help on StackOverflow.com.mp4 |
39.52MB |
| 10. Getting help on StackOverflow.com.srt |
7.40KB |
| 10. How to limit the number of retries.mp4 |
13.68MB |
| 10. How to limit the number of retries.srt |
2.89KB |
| 10. How to schedule Trading sessions with the Task Scheduler.mp4 |
39.23MB |
| 10. How to schedule Trading sessions with the Task Scheduler.srt |
5.02KB |
| 10. In-Sample Backtesting and the Look-ahead-bias.mp4 |
20.18MB |
| 10. In-Sample Backtesting and the Look-ahead-bias.srt |
4.60KB |
| 10. More on Variables and Memory.mp4 |
22.22MB |
| 10. More on Variables and Memory.srt |
8.04KB |
| 10. OANDA How to place Orders and execute Trades.mp4 |
85.46MB |
| 10. OANDA How to place Orders and execute Trades.srt |
10.42KB |
| 10. OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).mp4 |
0B |
| 10. OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).srt |
0B |
| 10. Our third Trade A-Z - Going Short EURUSD.mp4 |
61.88MB |
| 10. Our third Trade A-Z - Going Short EURUSD.srt |
7.93KB |
| 10. Prediction & Out-Sample Forward Testing.mp4 |
48.27MB |
| 10. Prediction & Out-Sample Forward Testing.srt |
8.10KB |
| 10. Storing and resampling real-time tick data (Part 4).mp4 |
64.12MB |
| 10. Storing and resampling real-time tick data (Part 4).srt |
8.80KB |
| 10. The method set_ticker().mp4 |
25.15MB |
| 10. The method set_ticker().srt |
3.43KB |
| 10. Working with historical data and real-time tick data (Part 1).mp4 |
34.52MB |
| 10. Working with historical data and real-time tick data (Part 1).srt |
6.72KB |
| 11.1 keywords.pdf |
69.44KB |
| 11. Adding more methods and performance metrics.mp4 |
45.38MB |
| 11. Adding more methods and performance metrics.srt |
6.49KB |
| 11. Advanced Filtering & Bitwise Operators.mp4 |
28.18MB |
| 11. Advanced Filtering & Bitwise Operators.srt |
7.24KB |
| 11. Creating an Iterative Base Class (Part 8).mp4 |
56.36MB |
| 11. Creating an Iterative Base Class (Part 8).srt |
6.97KB |
| 11. Creating the Class (Part 6).mp4 |
36.35MB |
| 11. Creating the Class (Part 6).srt |
5.40KB |
| 11. How to stop Trading Sessions (OANDA).mp4 |
49.48MB |
| 11. How to stop Trading Sessions (OANDA).srt |
7.08KB |
| 11. How to traceback more complex Errors.mp4 |
96.84MB |
| 11. How to traceback more complex Errors.srt |
11.48KB |
| 11. Netting vs. Hedging.mp4 |
60.84MB |
| 11. Netting vs. Hedging.srt |
7.50KB |
| 11. Out-Sample Forward Testing.mp4 |
30.44MB |
| 11. Out-Sample Forward Testing.srt |
4.90KB |
| 11. Saving Model and Parameters.mp4 |
18.24MB |
| 11. Saving Model and Parameters.srt |
3.05KB |
| 11. Simple Returns vs. Log Returns.mp4 |
32.65MB |
| 11. Simple Returns vs. Log Returns.srt |
11.09KB |
| 11. Storing and resampling real-time tick data (Part 5).mp4 |
30.87MB |
| 11. Storing and resampling real-time tick data (Part 5).srt |
4.44KB |
| 11. Trading Challenge.html |
446B |
| 11. Variables - Dos, Don´ts and Conventions.mp4 |
17.06MB |
| 11. Variables - Dos, Don´ts and Conventions.srt |
4.75KB |
| 11. Waiting periods between re-tries.mp4 |
25.86MB |
| 11. Waiting periods between re-tries.srt |
4.98KB |
| 11. Working with historical data and real-time tick data (Part 2).mp4 |
49.57MB |
| 11. Working with historical data and real-time tick data (Part 2).srt |
6.27KB |
| 12. Adding the Iterative Backtest Child Class for SMA (Part 1).mp4 |
53.08MB |
| 12. Adding the Iterative Backtest Child Class for SMA (Part 1).srt |
6.50KB |
| 12. Creating the Class (Part 7).mp4 |
25.10MB |
| 12. Creating the Class (Part 7).srt |
3.14KB |
| 12. Determining a Project´s Payback Period with np.where().mp4 |
22.54MB |
| 12. Determining a Project´s Payback Period with np.where().srt |
5.89KB |
| 12. FXCM Commands to install required packages.html |
626B |
| 12. How to stop Trading Sessions (FXCM).mp4 |
45.87MB |
| 12. How to stop Trading Sessions (FXCM).srt |
5.58KB |
| 12. Implementation with Oanda V20 Connection Issues.mp4 |
36.15MB |
| 12. Implementation with Oanda V20 Connection Issues.srt |
4.04KB |
| 12. Important Notices.html |
822B |
| 12. Importing Financial Data from Excel.mp4 |
80.70MB |
| 12. Importing Financial Data from Excel.srt |
13.89KB |
| 12. Inheritance.mp4 |
78.88MB |
| 12. Inheritance.srt |
9.35KB |
| 12. Market, Limit and Stop Orders.mp4 |
39.27MB |
| 12. Market, Limit and Stop Orders.srt |
6.07KB |
| 12. Problems with the Python Installation.mp4 |
34.00MB |
| 12. Problems with the Python Installation.srt |
7.41KB |
| 12. The print() Function.mp4 |
17.42MB |
| 12. The print() Function.srt |
5.14KB |
| 12. Working with historical data and real-time tick data (Part 1).mp4 |
49.43MB |
| 12. Working with historical data and real-time tick data (Part 1).srt |
9.23KB |
| 12. Working with historical data and real-time tick data (Part 3).mp4 |
29.94MB |
| 12. Working with historical data and real-time tick data (Part 3).srt |
3.98KB |
| 13. Adding the Iterative Backtest Child Class for SMA (Part 2).mp4 |
78.37MB |
| 13. Adding the Iterative Backtest Child Class for SMA (Part 2).srt |
9.92KB |
| 13. Coding Exercise 1.mp4 |
46.77MB |
| 13. Coding Exercise 1.srt |
11.51KB |
| 13. Creating Numpy Arrays from Scratch.mp4 |
37.87MB |
| 13. Creating Numpy Arrays from Scratch.srt |
6.12KB |
| 13. Creating the Class (Part 8).mp4 |
32.75MB |
| 13. Creating the Class (Part 8).srt |
5.14KB |
| 13. Defining a Simple Contrarian Trading Strategy.mp4 |
42.25MB |
| 13. Defining a Simple Contrarian Trading Strategy.srt |
5.48KB |
| 13. External Factors and Issues.mp4 |
17.43MB |
| 13. External Factors and Issues.srt |
5.22KB |
| 13. FXCM How to install the FXCM API Wrapper.mp4 |
32.54MB |
| 13. FXCM How to install the FXCM API Wrapper.srt |
3.52KB |
| 13. Implementation (Oanda & FXCM).mp4 |
112.43MB |
| 13. Implementation (Oanda & FXCM).srt |
13.51KB |
| 13. Inheritance and the super() Function.mp4 |
53.87MB |
| 13. Inheritance and the super() Function.srt |
7.12KB |
| 13. Oanda Error Handling (Part 1).mp4 |
44.54MB |
| 13. Oanda Error Handling (Part 1).srt |
6.92KB |
| 13. Simple Moving Averages (SMA) with rolling().mp4 |
40.98MB |
| 13. Simple Moving Averages (SMA) with rolling().srt |
10.89KB |
| 13. Take-Profit and Stop-Loss Orders.mp4 |
24.44MB |
| 13. Take-Profit and Stop-Loss Orders.srt |
3.93KB |
| 13. Working with historical data and real-time tick data (Part 2).mp4 |
49.06MB |
| 13. Working with historical data and real-time tick data (Part 2).srt |
7.19KB |
| 14.1 FV_many.pdf |
185.95KB |
| 14.1 FXCM_firststeps.zip |
1.48KB |
| 14. Adding meaningful Docstrings.mp4 |
50.03MB |
| 14. Adding meaningful Docstrings.srt |
7.38KB |
| 14. A more general Example.mp4 |
30.79MB |
| 14. A more general Example.srt |
4.73KB |
| 14. Coding Exercise 7.html |
158B |
| 14. Errors related to the course content (Transcription Errors).mp4 |
16.40MB |
| 14. Errors related to the course content (Transcription Errors).srt |
5.12KB |
| 14. FXCM Getting the Access Token & other Preparations.mp4 |
21.07MB |
| 14. FXCM Getting the Access Token & other Preparations.srt |
3.36KB |
| 14. Momentum Trading Strategies with SMAs.mp4 |
33.01MB |
| 14. Momentum Trading Strategies with SMAs.srt |
8.70KB |
| 14. Oanda Error Handling (Part 2).mp4 |
64.14MB |
| 14. Oanda Error Handling (Part 2).srt |
8.83KB |
| 14. Placing Orders and Executing Trades.mp4 |
58.21MB |
| 14. Placing Orders and Executing Trades.srt |
8.30KB |
| 14. TVM Problems with many Cashflows.mp4 |
10.47MB |
| 14. TVM Problems with many Cashflows.srt |
4.48KB |
| 14. Using Modules and adding Docstrings.mp4 |
38.88MB |
| 14. Using Modules and adding Docstrings.srt |
5.60KB |
| 14. Working with historical data and real-time tick data (Part 3).mp4 |
30.04MB |
| 14. Working with historical data and real-time tick data (Part 3).srt |
4.07KB |
| 15. Creating and Importing Python Modules (.py).mp4 |
20.80MB |
| 15. Creating and Importing Python Modules (.py).srt |
4.25KB |
| 15. Defining a simple Contrarian Strategy.mp4 |
51.66MB |
| 15. Defining a simple Contrarian Strategy.srt |
6.61KB |
| 15. Exponentially-weighted Moving Averages (EWMA).mp4 |
23.79MB |
| 15. Exponentially-weighted Moving Averages (EWMA).srt |
5.63KB |
| 15. FXCM Connecting to the APIServer.mp4 |
42.81MB |
| 15. FXCM Connecting to the APIServer.srt |
8.08KB |
| 15. How to work with nested Lists.mp4 |
18.24MB |
| 15. How to work with nested Lists.srt |
5.37KB |
| 15. Intro to Python Lists.mp4 |
7.77MB |
| 15. Intro to Python Lists.srt |
3.01KB |
| 15. Oanda Error Handling (Part 3).mp4 |
34.55MB |
| 15. Oanda Error Handling (Part 3).srt |
4.21KB |
| 15. OOP Challenge Add Contrarian and Bollinger Strategies.mp4 |
65.82MB |
| 15. OOP Challenge Add Contrarian and Bollinger Strategies.srt |
7.93KB |
| 15. Summary and Debugging Flow-Chart.mp4 |
26.36MB |
| 15. Summary and Debugging Flow-Chart.srt |
8.73KB |
| 15. Trade Monitoring and Reporting.mp4 |
56.16MB |
| 15. Trade Monitoring and Reporting.srt |
6.71KB |
| 15. Trading Challenge.html |
569B |
| 16.1 Indexing.pdf |
122.88KB |
| 16. 2-dimensional Numpy Arrays.mp4 |
16.13MB |
| 16. 2-dimensional Numpy Arrays.srt |
4.63KB |
| 16. Coding Exercise 3 Create your own Class.mp4 |
37.05MB |
| 16. Coding Exercise 3 Create your own Class.srt |
8.12KB |
| 16. Implementation with FXCM APIServer Issues.mp4 |
20.83MB |
| 16. Implementation with FXCM APIServer Issues.srt |
2.78KB |
| 16. Merging Aligning Financial Time Series (hands-on).mp4 |
25.90MB |
| 16. Merging Aligning Financial Time Series (hands-on).srt |
6.01KB |
| 16. Placing Orders and Executing Trades.mp4 |
57.49MB |
| 16. Placing Orders and Executing Trades.srt |
6.69KB |
| 16. Trading other Strategies - Coding Challenge.mp4 |
14.07MB |
| 16. Trading other Strategies - Coding Challenge.srt |
2.19KB |
| 16. Troubleshooting FXCM Server Connection Issues.html |
4.04KB |
| 16. Zero-based Indexing and negative Indexing in Python (Theory).mp4 |
7.44MB |
| 16. Zero-based Indexing and negative Indexing in Python (Theory).srt |
3.40KB |
| 17. FXCM Error Handling (Part 1).mp4 |
41.84MB |
| 17. FXCM Error Handling (Part 1).srt |
5.44KB |
| 17. FXCM How to load Historical Price Data (Part 1).mp4 |
51.78MB |
| 17. FXCM How to load Historical Price Data (Part 1).srt |
6.85KB |
| 17. How to slice 2-dim Numpy Arrays (Part 1).mp4 |
28.93MB |
| 17. How to slice 2-dim Numpy Arrays (Part 1).srt |
6.72KB |
| 17. Indexing Lists.mp4 |
13.87MB |
| 17. Indexing Lists.srt |
3.76KB |
| 17. SMA Crossover and Bollinger Bands (Solution).mp4 |
41.79MB |
| 17. SMA Crossover and Bollinger Bands (Solution).srt |
4.83KB |
| 17. Trade Monitoring and Reporting.mp4 |
84.56MB |
| 17. Trade Monitoring and Reporting.srt |
9.20KB |
| 18. For Loops - Iterating over Lists.mp4 |
29.91MB |
| 18. For Loops - Iterating over Lists.srt |
9.79KB |
| 18. FXCM Error Handling (Part 2).mp4 |
38.16MB |
| 18. FXCM Error Handling (Part 2).srt |
5.84KB |
| 18. FXCM How to load Historical Price Data (Part 2).mp4 |
43.26MB |
| 18. FXCM How to load Historical Price Data (Part 2).srt |
5.24KB |
| 18. How to slice 2-dim Numpy Arrays (Part 2).mp4 |
8.75MB |
| 18. How to slice 2-dim Numpy Arrays (Part 2).srt |
2.43KB |
| 18. Machine Learning Strategies (1) - Model Fitting.mp4 |
33.86MB |
| 18. Machine Learning Strategies (1) - Model Fitting.srt |
6.41KB |
| 18. Trading other Strategies - Coding Challenge.mp4 |
12.56MB |
| 18. Trading other Strategies - Coding Challenge.srt |
2.09KB |
| 19. FXCM Streaming high-frequency real-time Data.mp4 |
47.68MB |
| 19. FXCM Streaming high-frequency real-time Data.srt |
7.20KB |
| 19. Implementing an SMA Crossover Strategy (Solution).mp4 |
37.04MB |
| 19. Implementing an SMA Crossover Strategy (Solution).srt |
4.25KB |
| 19. Machine Learning Strategies (2) - Implementation.mp4 |
53.91MB |
| 19. Machine Learning Strategies (2) - Implementation.srt |
6.14KB |
| 19. Recap Changing Elements in a Numpy Array slice.mp4 |
16.51MB |
| 19. Recap Changing Elements in a Numpy Array slice.srt |
4.40KB |
| 19. The range Object - another Iterable.mp4 |
17.08MB |
| 19. The range Object - another Iterable.srt |
5.97KB |
| 2.1 Part4_Materials.zip |
736.39KB |
| 2.1 Part5_Materials.zip |
1.76MB |
| 2.1 strategy_overview.pdf |
401.07KB |
| 2.1 Trading_vs_investing.pdf |
529.76KB |
| 2.1 TVM.pdf |
195.76KB |
| 2. A first Intuition on Iterative Backtesting (Part 1).mp4 |
34.82MB |
| 2. A first Intuition on Iterative Backtesting (Part 1).srt |
6.78KB |
| 2. Converting strings to datetime objects with pd.to_datetime().mp4 |
48.85MB |
| 2. Converting strings to datetime objects with pd.to_datetime().srt |
11.12KB |
| 2. Defining an SMA Crossover Strategy.mp4 |
43.69MB |
| 2. Defining an SMA Crossover Strategy.srt |
7.70KB |
| 2. Defining your first user-defined Function.mp4 |
27.36MB |
| 2. Defining your first user-defined Function.srt |
7.33KB |
| 2. Demonstration AWS EC2 for Algorithmic Trading live in action.mp4 |
0B |
| 2. Demonstration AWS EC2 for Algorithmic Trading live in action.srt |
0B |
| 2. Download and Install Anaconda.mp4 |
60.88MB |
| 2. Download and Install Anaconda.srt |
9.04KB |
| 2. Downloads for Part 4.html |
123B |
| 2. Downloads for PART 5.html |
123B |
| 2. Filling NA Values with bfill, ffill and interpolation.mp4 |
68.43MB |
| 2. Filling NA Values with bfill, ffill and interpolation.srt |
11.98KB |
| 2. Getting the Data.mp4 |
15.39MB |
| 2. Getting the Data.mp4 |
11.62MB |
| 2. Getting the Data.srt |
2.88KB |
| 2. Getting the Data.srt |
2.21KB |
| 2. Historical Data, real-time Data and Orders (Recap).mp4 |
65.82MB |
| 2. Historical Data, real-time Data and Orders (Recap).srt |
10.42KB |
| 2. How to create an Account.mp4 |
48.28MB |
| 2. How to create an Account.mp4 |
53.89MB |
| 2. How to create an Account.srt |
7.95KB |
| 2. How to create an Account.srt |
7.43KB |
| 2. How to get the best out of this course.mp4 |
37.57MB |
| 2. How to get the best out of this course.srt |
6.89KB |
| 2. Importing Stock Price Data from Yahoo Finance.mp4 |
58.50MB |
| 2. Importing Stock Price Data from Yahoo Finance.srt |
10.20KB |
| 2. Installation of Tensorflow & Keras (Part 1).html |
555B |
| 2. Intro to the Time Value of Money (TVM) Concept (Theory).mp4 |
16.49MB |
| 2. Intro to the Time Value of Money (TVM) Concept (Theory).srt |
7.50KB |
| 2. Linear Regression with scikit-learn - a simple Introduction.mp4 |
48.30MB |
| 2. Linear Regression with scikit-learn - a simple Introduction.srt |
9.18KB |
| 2. Logistic Regression with scikit-learn - a simple Introduction (Part 2).mp4 |
0B |
| 2. Logistic Regression with scikit-learn - a simple Introduction (Part 2).srt |
0B |
| 2. Long Term Investing vs. (Algorithmic) Day Trading.mp4 |
30.90MB |
| 2. Long Term Investing vs. (Algorithmic) Day Trading.srt |
5.56KB |
| 2. Modules, Packages and Libraries - No need to reinvent the Wheel.mp4 |
32.02MB |
| 2. Modules, Packages and Libraries - No need to reinvent the Wheel.srt |
9.01KB |
| 2. Overview.mp4 |
4.52MB |
| 2. Overview.srt |
1.33KB |
| 2. Section Materials Notebooks.html |
122B |
| 2. Strategy 1 SMA.mp4 |
13.27MB |
| 2. Strategy 1 SMA.srt |
2.72KB |
| 2. Test your debugging skills!.mp4 |
58.59MB |
| 2. Test your debugging skills!.srt |
11.65KB |
| 2. The best time to trade (Part 1).mp4 |
19.04MB |
| 2. The best time to trade (Part 1).srt |
3.70KB |
| 2. The Financial Analysis Class live in action (Part 1).mp4 |
27.26MB |
| 2. The Financial Analysis Class live in action (Part 1).srt |
5.24KB |
| 2. Trading Strategies - an Overview.mp4 |
46.94MB |
| 2. Trading Strategies - an Overview.srt |
7.88KB |
| 2. Updating the Wrapper Package (Part 2).mp4 |
25.41MB |
| 2. Updating the Wrapper Package (Part 2).srt |
3.27KB |
| 20.1 PV_FV_many.pdf |
194.55KB |
| 20. Calculate FV and PV for many Cashflows.mp4 |
33.52MB |
| 20. Calculate FV and PV for many Cashflows.srt |
9.12KB |
| 20. Excursus Printing all ticks in a Command PromptTerminal.html |
533B |
| 20. FXCM How to place Orders and execute Trades.mp4 |
45.97MB |
| 20. FXCM How to place Orders and execute Trades.srt |
7.79KB |
| 20. How to perform row-wise and column-wise Operations.mp4 |
22.47MB |
| 20. How to perform row-wise and column-wise Operations.srt |
5.54KB |
| 20. Implementing a Bollinger Bands Strategy (Solution).mp4 |
30.40MB |
| 20. Implementing a Bollinger Bands Strategy (Solution).srt |
3.34KB |
| 21.1 NPV.pdf |
245.66KB |
| 21. Coding Exercise 8.html |
158B |
| 21. Machine Learning Strategies (1) - Model Fitting.mp4 |
33.75MB |
| 21. Machine Learning Strategies (1) - Model Fitting.srt |
6.41KB |
| 21. Running a Python Script.mp4 |
47.66MB |
| 21. Running a Python Script.srt |
6.88KB |
| 21. The Net Present Value - NPV (Theory).mp4 |
33.29MB |
| 21. The Net Present Value - NPV (Theory).srt |
9.76KB |
| 21. Trading Challenge.html |
445B |
| 22. Calculate an Investment Project´s NPV.mp4 |
14.34MB |
| 22. Calculate an Investment Project´s NPV.srt |
3.63KB |
| 22. Intro to Tabular Data Pandas.mp4 |
18.08MB |
| 22. Intro to Tabular Data Pandas.srt |
5.64KB |
| 22. Machine Learning Strategies (2) - Implementation.mp4 |
61.58MB |
| 22. Machine Learning Strategies (2) - Implementation.srt |
7.28KB |
| 23. Coding Exercise 2.mp4 |
37.98MB |
| 23. Coding Exercise 2.srt |
10.02KB |
| 23. Create your very first Pandas DataFrame (from csv).mp4 |
62.52MB |
| 23. Create your very first Pandas DataFrame (from csv).srt |
10.37KB |
| 23. Importing a Trader Module Class.mp4 |
19.19MB |
| 23. Importing a Trader Module Class.srt |
2.87KB |
| 24. Data Types in Action.mp4 |
24.33MB |
| 24. Data Types in Action.srt |
7.55KB |
| 24. Excursus Printing all ticks in a Command PromptTerminal.html |
533B |
| 24. Pandas Display Options and the methods head() & tail().mp4 |
40.48MB |
| 24. Pandas Display Options and the methods head() & tail().srt |
7.77KB |
| 25.1 Type_Hierarchy.pdf |
162.43KB |
| 25. First Data Inspection.mp4 |
56.02MB |
| 25. First Data Inspection.srt |
14.46KB |
| 25. Running a Python Trader Script.mp4 |
58.72MB |
| 25. Running a Python Trader Script.srt |
7.20KB |
| 25. The Data Type Hierarchy (Theory).mp4 |
10.78MB |
| 25. The Data Type Hierarchy (Theory).srt |
4.30KB |
| 26. Coding Exercise 9.html |
159B |
| 26. Excursus Dynamic Typing in Python.mp4 |
5.20MB |
| 26. Excursus Dynamic Typing in Python.srt |
1.99KB |
| 27.1 Built_in_func.pdf |
92.61KB |
| 27. Build-in Functions.mp4 |
25.39MB |
| 27. Build-in Functions.srt |
7.72KB |
| 27. Selecting Columns.mp4 |
26.63MB |
| 27. Selecting Columns.srt |
6.54KB |
| 28. Integers.mp4 |
10.97MB |
| 28. Integers.srt |
3.90KB |
| 28. Selecting one Column with the dot notation.mp4 |
8.55MB |
| 28. Selecting one Column with the dot notation.srt |
2.75KB |
| 29. Floats.mp4 |
24.33MB |
| 29. Floats.srt |
6.83KB |
| 29. Zero-based Indexing and Negative Indexing.mp4 |
10.18MB |
| 29. Zero-based Indexing and Negative Indexing.srt |
3.97KB |
| 3.1 Currency.pdf |
113.63KB |
| 3.1 did_you_know.pdf |
429.34KB |
| 3.1 Part3_Materials.zip |
2.24MB |
| 3.1 Spot_vs_Futures.pdf |
253.73KB |
| 3. A first Intuition on Iterative Backtesting (Part 2).mp4 |
38.02MB |
| 3. A first Intuition on Iterative Backtesting (Part 2).srt |
5.78KB |
| 3. Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.mp4 |
0B |
| 3. Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.srt |
0B |
| 3. Calculate Future Values (FV) with Python Compounding.mp4 |
12.76MB |
| 3. Calculate Future Values (FV) with Python Compounding.srt |
4.30KB |
| 3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).mp4 |
29.79MB |
| 3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).srt |
4.99KB |
| 3. Did you know... (what Data can tell us about Day Trading).mp4 |
39.24MB |
| 3. Did you know... (what Data can tell us about Day Trading).srt |
5.43KB |
| 3. Downloads for Part 3.html |
123B |
| 3. Example Trade Buying EURUSD.mp4 |
24.42MB |
| 3. Example Trade Buying EURUSD.srt |
3.43KB |
| 3. Excursus Your FAQs answered.mp4 |
31.16MB |
| 3. Excursus Your FAQs answered.srt |
5.09KB |
| 3. FOREX Currency Exchange Rates explained.mp4 |
59.54MB |
| 3. FOREX Currency Exchange Rates explained.srt |
9.80KB |
| 3. Getting and Preparing the Data.mp4 |
17.03MB |
| 3. Getting and Preparing the Data.srt |
3.52KB |
| 3. How to open Jupyter Notebooks.mp4 |
50.92MB |
| 3. How to open Jupyter Notebooks.srt |
11.17KB |
| 3. Indexing and Slicing Time Series.mp4 |
40.63MB |
| 3. Indexing and Slicing Time Series.srt |
8.14KB |
| 3. Initial Inspection and Visualization.mp4 |
36.34MB |
| 3. Initial Inspection and Visualization.srt |
6.06KB |
| 3. Installation of Tensorflow & Keras (Part 2).mp4 |
49.81MB |
| 3. Installation of Tensorflow & Keras (Part 2).srt |
7.54KB |
| 3. Major reasons for Coding Errors.mp4 |
5.39MB |
| 3. Major reasons for Coding Errors.srt |
1.49KB |
| 3. Making Predictions with Linear Regression.mp4 |
16.24MB |
| 3. Making Predictions with Linear Regression.srt |
3.78KB |
| 3. Numpy Arrays.mp4 |
35.70MB |
| 3. Numpy Arrays.srt |
9.28KB |
| 3. OANDA Commands to install required packages.html |
409B |
| 3. Python Errors (Exceptions).mp4 |
6.83MB |
| 3. Python Errors (Exceptions).srt |
1.93KB |
| 3. Spot Trading vs. Derivatives Trading (Part 1).mp4 |
57.79MB |
| 3. Spot Trading vs. Derivatives Trading (Part 1).srt |
10.00KB |
| 3. Strategy 2 Mean Reversion.mp4 |
14.55MB |
| 3. Strategy 2 Mean Reversion.srt |
2.83KB |
| 3. The best time to trade (Part 2).mp4 |
19.06MB |
| 3. The best time to trade (Part 2).srt |
3.74KB |
| 3. The Financial Analysis Class live in action (Part 2).mp4 |
19.75MB |
| 3. The Financial Analysis Class live in action (Part 2).srt |
4.05KB |
| 3. Timezones and Converting (Part 1).mp4 |
29.36MB |
| 3. Timezones and Converting (Part 1).srt |
5.37KB |
| 3. Troubleshooting FXCM Server Connection Issues.html |
4.04KB |
| 3. Vectorized Strategy Backtesting.mp4 |
58.33MB |
| 3. Vectorized Strategy Backtesting.srt |
9.54KB |
| 3. Weekend and Bank Holiday Alert.html |
381B |
| 3. What´s the difference between Positional Arguments vs. Keyword Arguments.mp4 |
36.34MB |
| 3. What´s the difference between Positional Arguments vs. Keyword Arguments.srt |
7.50KB |
| 30. How to round Floats (and Integers) with round().mp4 |
20.91MB |
| 30. How to round Floats (and Integers) with round().srt |
6.55KB |
| 30. Selecting Rows with iloc (position-based indexing).mp4 |
65.01MB |
| 30. Selecting Rows with iloc (position-based indexing).srt |
11.52KB |
| 31. More on Lists.mp4 |
24.59MB |
| 31. More on Lists.srt |
6.48KB |
| 31. Slicing Rows and Columns with iloc (position-based indexing).mp4 |
24.28MB |
| 31. Slicing Rows and Columns with iloc (position-based indexing).srt |
5.37KB |
| 32.1 pandas_iloc.pdf |
72.00KB |
| 32. Lists and Element-wise Operations.mp4 |
17.58MB |
| 32. Lists and Element-wise Operations.srt |
5.37KB |
| 32. Position-based Indexing Cheat Sheets.html |
440B |
| 33. Selecting Rows with loc (label-based indexing).mp4 |
21.32MB |
| 33. Selecting Rows with loc (label-based indexing).srt |
3.87KB |
| 33. Slicing Lists.mp4 |
20.13MB |
| 33. Slicing Lists.srt |
5.02KB |
| 34.1 Slicing_cheatsheet.pdf |
105.28KB |
| 34. Slicing Cheat Sheet.html |
108B |
| 34. Slicing Rows and Columns with loc (label-based indexing).mp4 |
77.57MB |
| 34. Slicing Rows and Columns with loc (label-based indexing).srt |
11.64KB |
| 35.1 Pandas_loc.pdf |
67.80KB |
| 35. Changing Elements in Lists.mp4 |
10.12MB |
| 35. Changing Elements in Lists.srt |
3.32KB |
| 35. Label-based Indexing Cheat Sheets.html |
701B |
| 36. Sorting and Reversing Lists.mp4 |
13.19MB |
| 36. Sorting and Reversing Lists.srt |
4.48KB |
| 36. Summary, Best Practices and Outlook.mp4 |
42.02MB |
| 36. Summary, Best Practices and Outlook.srt |
7.70KB |
| 37. Adding and removing Elements fromto Lists.mp4 |
38.54MB |
| 37. Adding and removing Elements fromto Lists.srt |
11.47KB |
| 37. Coding Exercise 10.html |
159B |
| 38. First Steps with Pandas Series.mp4 |
18.99MB |
| 38. First Steps with Pandas Series.srt |
4.98KB |
| 38. Mutable vs. immutable Objects (Part 1).mp4 |
34.50MB |
| 38. Mutable vs. immutable Objects (Part 1).srt |
10.31KB |
| 39.1 Python_for_Finance_Mutability.pdf |
166.74KB |
| 39. Analyzing Numerical Series with unique(), nunique() and value_counts().mp4 |
0B |
| 39. Analyzing Numerical Series with unique(), nunique() and value_counts().srt |
0B |
| 39. Mutable vs. immutable Objects (Part 2).mp4 |
21.86MB |
| 39. Mutable vs. immutable Objects (Part 2).srt |
5.87KB |
| 4.1 Long_EUR_fxcm.xlsx |
26.34KB |
| 4. Calculate Present Values (FV) with Python Discounting.mp4 |
10.06MB |
| 4. Calculate Present Values (FV) with Python Discounting.srt |
3.06KB |
| 4. Combining both Strategies - Alternative 1.mp4 |
37.47MB |
| 4. Combining both Strategies - Alternative 1.srt |
6.41KB |
| 4. Creating an Iterative Base Class (Part 1).mp4 |
27.18MB |
| 4. Creating an Iterative Base Class (Part 1).srt |
5.16KB |
| 4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).mp4 |
70.65MB |
| 4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).srt |
10.09KB |
| 4. Defining a simple Contrarian Strategy.mp4 |
21.46MB |
| 4. Defining a simple Contrarian Strategy.srt |
3.80KB |
| 4. Downsampling Time Series with resample().mp4 |
72.18MB |
| 4. Downsampling Time Series with resample().srt |
16.73KB |
| 4. Finding the optimal SMA Strategy.mp4 |
82.77MB |
| 4. Finding the optimal SMA Strategy.srt |
12.60KB |
| 4. Getting and Preparing the Data.mp4 |
8.43MB |
| 4. Getting and Preparing the Data.srt |
1.41KB |
| 4. Getting the Data.mp4 |
20.26MB |
| 4. Getting the Data.srt |
4.54KB |
| 4. Historical Data, real-time Data and Orders (Recap).mp4 |
72.76MB |
| 4. Historical Data, real-time Data and Orders (Recap).srt |
9.92KB |
| 4. How to create an EC2 Instance.mp4 |
71.79MB |
| 4. How to create an EC2 Instance.srt |
8.94KB |
| 4. How to work with Default Arguments.mp4 |
28.48MB |
| 4. How to work with Default Arguments.srt |
6.82KB |
| 4. How to work with Jupyter Notebooks.mp4 |
53.46MB |
| 4. How to work with Jupyter Notebooks.srt |
17.55KB |
| 4. Indexing and Slicing Numpy Arrays.mp4 |
13.67MB |
| 4. Indexing and Slicing Numpy Arrays.srt |
3.24KB |
| 4. Normalizing Time Series to a Base Value (100).mp4 |
37.36MB |
| 4. Normalizing Time Series to a Base Value (100).srt |
7.66KB |
| 4. OANDA How to install the OANDA API Wrapper.mp4 |
28.38MB |
| 4. OANDA How to install the OANDA API Wrapper.srt |
3.65KB |
| 4. Our second Trade - EURUSD FOREX Trading.mp4 |
42.93MB |
| 4. Our second Trade - EURUSD FOREX Trading.srt |
4.75KB |
| 4. Overfitting.mp4 |
38.40MB |
| 4. Overfitting.srt |
7.30KB |
| 4. Predicting Market Direction with Logistic Regression.mp4 |
27.44MB |
| 4. Predicting Market Direction with Logistic Regression.srt |
3.85KB |
| 4. Preview A Trader Class live in action.mp4 |
50.80MB |
| 4. Preview A Trader Class live in action.srt |
6.21KB |
| 4. Spot Trading vs. Derivatives Trading (Part 2).mp4 |
67.47MB |
| 4. Spot Trading vs. Derivatives Trading (Part 2).srt |
10.19KB |
| 4. Spreads during the busy hours.mp4 |
13.24MB |
| 4. Spreads during the busy hours.srt |
2.05KB |
| 4. Test your knowledge.html |
203B |
| 4. The most commonly made Errors at a glance.mp4 |
35.49MB |
| 4. The most commonly made Errors at a glance.srt |
6.70KB |
| 4. The special method __init__().mp4 |
35.03MB |
| 4. The special method __init__().srt |
9.03KB |
| 4. Timezones and Converting (Part 2).mp4 |
36.91MB |
| 4. Timezones and Converting (Part 2).srt |
5.53KB |
| 4. Trade Analysis.mp4 |
18.81MB |
| 4. Trade Analysis.srt |
3.96KB |
| 4. try and except.mp4 |
8.89MB |
| 4. try and except.srt |
3.06KB |
| 40. Analyzing non-numerical Series with unique(), nunique(), value_counts().mp4 |
0B |
| 40. Analyzing non-numerical Series with unique(), nunique(), value_counts().srt |
0B |
| 40. Coding Exercise 3.mp4 |
53.80MB |
| 40. Coding Exercise 3.srt |
13.20KB |
| 41. The copy() method.mp4 |
20.78MB |
| 41. The copy() method.srt |
5.27KB |
| 41. Tuples.mp4 |
29.79MB |
| 41. Tuples.srt |
8.31KB |
| 42. Dictionaries.mp4 |
31.03MB |
| 42. Dictionaries.srt |
7.87KB |
| 42. Sorting of Series and Introduction to the inplace - parameter.mp4 |
33.42MB |
| 42. Sorting of Series and Introduction to the inplace - parameter.srt |
11.04KB |
| 43. First Steps with Pandas Index Objects.mp4 |
37.14MB |
| 43. First Steps with Pandas Index Objects.srt |
6.83KB |
| 43. Intro to Strings.mp4 |
40.83MB |
| 43. Intro to Strings.srt |
9.85KB |
| 44. Changing Row Index with set_index() and reset_index().mp4 |
63.07MB |
| 44. Changing Row Index with set_index() and reset_index().srt |
11.79KB |
| 44. String Replacement.mp4 |
17.31MB |
| 44. String Replacement.srt |
4.88KB |
| 45. Booleans.mp4 |
8.89MB |
| 45. Booleans.srt |
2.81KB |
| 45. Changing Column Labels.mp4 |
17.97MB |
| 45. Changing Column Labels.srt |
4.03KB |
| 46.1 Operators.pdf |
145.62KB |
| 46. Operators (Theory).mp4 |
11.70MB |
| 46. Operators (Theory).srt |
5.31KB |
| 46. Renaming Index & Column Labels with rename().mp4 |
27.99MB |
| 46. Renaming Index & Column Labels with rename().srt |
4.72KB |
| 47. Comparison, Logical and Membership Operators in Action.mp4 |
35.53MB |
| 47. Comparison, Logical and Membership Operators in Action.srt |
9.48KB |
| 47. Filtering DataFrames (one Condition).mp4 |
44.85MB |
| 47. Filtering DataFrames (one Condition).srt |
12.78KB |
| 48. Coding Exercise 4.mp4 |
42.30MB |
| 48. Coding Exercise 4.srt |
10.91KB |
| 48. Filtering DataFrames by many Conditions (AND).mp4 |
21.23MB |
| 48. Filtering DataFrames by many Conditions (AND).srt |
5.34KB |
| 49. Conditional Statements.mp4 |
38.63MB |
| 49. Conditional Statements.srt |
10.52KB |
| 49. Filtering DataFrames by many Conditions (OR).mp4 |
25.79MB |
| 49. Filtering DataFrames by many Conditions (OR).srt |
5.70KB |
| 5.1 Brokers.pdf |
553.71KB |
| 5.1 Interest_Rates.pdf |
197.82KB |
| 5.1 Long_EUR.xlsx |
40.06KB |
| 5.1 Oanda_firststeps.zip |
1.23KB |
| 5. Adding LabelsFeatures.mp4 |
37.73MB |
| 5. Adding LabelsFeatures.srt |
7.00KB |
| 5. A simple Buy and Hold Strategy.mp4 |
26.11MB |
| 5. A simple Buy and Hold Strategy.srt |
5.88KB |
| 5. Catching specific Errors.mp4 |
7.56MB |
| 5. Catching specific Errors.srt |
1.89KB |
| 5. Charting.mp4 |
13.70MB |
| 5. Charting.srt |
1.50KB |
| 5. Coding Exercise 1.mp4 |
35.91MB |
| 5. Coding Exercise 1.srt |
5.81KB |
| 5. Collecting and storing real-time tick data.mp4 |
53.99MB |
| 5. Collecting and storing real-time tick data.srt |
7.92KB |
| 5. Creating an Iterative Base Class (Part 2).mp4 |
16.92MB |
| 5. Creating an Iterative Base Class (Part 2).srt |
2.91KB |
| 5. Generalization with OOP An SMA Backtesting Class in action.mp4 |
73.61MB |
| 5. Generalization with OOP An SMA Backtesting Class in action.srt |
11.36KB |
| 5. How to calculate Profit & Loss of a Trade.mp4 |
48.85MB |
| 5. How to calculate Profit & Loss of a Trade.srt |
7.43KB |
| 5. How to connect to your EC2 Instance.mp4 |
33.13MB |
| 5. How to connect to your EC2 Instance.srt |
4.40KB |
| 5. In-Sample Backtesting and the Look-ahead-bias.mp4 |
14.19MB |
| 5. In-Sample Backtesting and the Look-ahead-bias.srt |
2.88KB |
| 5. Interest Rates and Returns (Theory).mp4 |
14.19MB |
| 5. Interest Rates and Returns (Theory).srt |
6.05KB |
| 5. OANDA Getting the API Key & other Preparations.mp4 |
31.49MB |
| 5. OANDA Getting the API Key & other Preparations.srt |
5.74KB |
| 5. Omitting cells, changing the sequence and more.mp4 |
50.01MB |
| 5. Omitting cells, changing the sequence and more.srt |
8.11KB |
| 5. Overview & the Brokers OANDA and FXCM.mp4 |
30.27MB |
| 5. Overview & the Brokers OANDA and FXCM.srt |
5.98KB |
| 5. Preview A Trader Class live in action.mp4 |
47.96MB |
| 5. Preview A Trader Class live in action.srt |
5.79KB |
| 5. Student FAQ.html |
10.09KB |
| 5. Taking into account busy Trading Hours.mp4 |
15.21MB |
| 5. Taking into account busy Trading Hours.srt |
2.95KB |
| 5. The Default Argument None.mp4 |
26.79MB |
| 5. The Default Argument None.srt |
7.42KB |
| 5. The Impact of Granularity.mp4 |
28.19MB |
| 5. The Impact of Granularity.srt |
4.78KB |
| 5. The method get_data().mp4 |
42.74MB |
| 5. The method get_data().srt |
6.78KB |
| 5. The shift() method.mp4 |
29.49MB |
| 5. The shift() method.srt |
8.69KB |
| 5. Tips for Python Beginners.mp4 |
6.20MB |
| 5. Tips for Python Beginners.srt |
1.42KB |
| 5. Underfitting.mp4 |
23.56MB |
| 5. Underfitting.srt |
4.49KB |
| 5. Vectorized Operations with Numpy Arrays.mp4 |
18.73MB |
| 5. Vectorized Operations with Numpy Arrays.srt |
4.59KB |
| 5. Vectorized Strategy Backtesting.mp4 |
28.93MB |
| 5. Vectorized Strategy Backtesting.mp4 |
40.20MB |
| 5. Vectorized Strategy Backtesting.srt |
4.79KB |
| 5. Vectorized Strategy Backtesting.srt |
6.39KB |
| 50. Advanced Filtering with between(), isin() and ~.mp4 |
54.43MB |
| 50. Advanced Filtering with between(), isin() and ~.srt |
8.98KB |
| 50. Keywords pass, continue and break.mp4 |
39.39MB |
| 50. Keywords pass, continue and break.srt |
11.58KB |
| 51. Calculate a Project´s Payback Period.mp4 |
21.87MB |
| 51. Calculate a Project´s Payback Period.srt |
5.56KB |
| 51. Intro to NA Values missing Values.mp4 |
38.16MB |
| 51. Intro to NA Values missing Values.srt |
11.03KB |
| 52. Handling NA Values missing Values.mp4 |
56.25MB |
| 52. Handling NA Values missing Values.srt |
12.95KB |
| 52. Introduction to while loops.mp4 |
35.65MB |
| 52. Introduction to while loops.srt |
8.68KB |
| 53. Coding Exercise 5.html |
158B |
| 53. Exporting DataFrames to csv.mp4 |
10.59MB |
| 53. Exporting DataFrames to csv.srt |
2.63KB |
| 54. Summary Statistics and Accumulations.mp4 |
46.93MB |
| 54. Summary Statistics and Accumulations.srt |
11.74KB |
| 55. Visualization with Matplotlib (Intro).mp4 |
59.12MB |
| 55. Visualization with Matplotlib (Intro).srt |
10.77KB |
| 56. Customization of Plots.mp4 |
84.12MB |
| 56. Customization of Plots.srt |
14.45KB |
| 57. Histogramms (Part 1).mp4 |
20.46MB |
| 57. Histogramms (Part 1).srt |
5.40KB |
| 58. Histogramms (Part 2).mp4 |
28.85MB |
| 58. Histogramms (Part 2).srt |
7.99KB |
| 59. Scatterplots.mp4 |
29.46MB |
| 59. Scatterplots.srt |
8.34KB |
| 6.1 Mutability_arrays.pdf |
121.74KB |
| 6.1 spread.pdf |
112.17KB |
| 6. Adding lags.mp4 |
19.23MB |
| 6. Adding lags.srt |
2.68KB |
| 6. Calculate Interest Rates and Returns with Python.mp4 |
19.26MB |
| 6. Calculate Interest Rates and Returns with Python.srt |
4.85KB |
| 6. Changing Elements in Numpy Arrays & Mutability.mp4 |
24.52MB |
| 6. Changing Elements in Numpy Arrays & Mutability.srt |
6.65KB |
| 6. Changing the Window Parameter.mp4 |
39.18MB |
| 6. Changing the Window Parameter.srt |
6.10KB |
| 6. Closing Positions vs. Hedging Positions.mp4 |
18.49MB |
| 6. Closing Positions vs. Hedging Positions.srt |
2.56KB |
| 6. Conclusions.mp4 |
18.02MB |
| 6. Conclusions.srt |
2.40KB |
| 6. Creating an Iterative Base Class (Part 3).mp4 |
15.15MB |
| 6. Creating an Iterative Base Class (Part 3).srt |
2.69KB |
| 6. Creating the Class (Part 1).mp4 |
20.26MB |
| 6. Creating the Class (Part 1).srt |
3.85KB |
| 6. Generalization with OOP A Bollinger Bands Backtesting Class in action.mp4 |
0B |
| 6. Generalization with OOP A Bollinger Bands Backtesting Class in action.srt |
0B |
| 6. Getting the Data.mp4 |
9.50MB |
| 6. Getting the Data.srt |
1.83KB |
| 6. Getting the Instance Ready for Algorithmic Trading.mp4 |
60.04MB |
| 6. Getting the Instance Ready for Algorithmic Trading.srt |
6.61KB |
| 6. How to collect and store real-time tick data.mp4 |
40.41MB |
| 6. How to collect and store real-time tick data.srt |
6.29KB |
| 6. How to unpack Iterables.mp4 |
18.62MB |
| 6. How to unpack Iterables.srt |
5.58KB |
| 6. IndexErrors.mp4 |
31.09MB |
| 6. IndexErrors.srt |
5.29KB |
| 6. LEGAL DISCLAIMER (MUST READ!) .html |
2.56KB |
| 6. OANDA Connecting to the APIServer.mp4 |
48.32MB |
| 6. OANDA Connecting to the APIServer.srt |
8.17KB |
| 6. Out-Sample Forward Testing.mp4 |
20.11MB |
| 6. Out-Sample Forward Testing.srt |
3.58KB |
| 6. Performance Metrics.mp4 |
38.07MB |
| 6. Performance Metrics.srt |
7.36KB |
| 6. Storing and resampling real-time tick data (Part 1).mp4 |
64.55MB |
| 6. Storing and resampling real-time tick data (Part 1).srt |
9.07KB |
| 6. Strategy Backtesting.mp4 |
10.87MB |
| 6. Strategy Backtesting.srt |
1.94KB |
| 6. The Exception class.mp4 |
5.67MB |
| 6. The Exception class.srt |
1.37KB |
| 6. The method log_returns().mp4 |
22.98MB |
| 6. The method log_returns().srt |
3.51KB |
| 6. The methods diff() and pct_change().mp4 |
32.71MB |
| 6. The methods diff() and pct_change().srt |
8.36KB |
| 6. Trading Costs and Performance Attribution.mp4 |
69.54MB |
| 6. Trading Costs and Performance Attribution.srt |
12.50KB |
| 60. First Steps with Seaborn.mp4 |
18.25MB |
| 60. First Steps with Seaborn.srt |
6.88KB |
| 61. Categorical Seaborn Plots.mp4 |
70.72MB |
| 61. Categorical Seaborn Plots.srt |
16.75KB |
| 62. Seaborn Regression Plots.mp4 |
66.52MB |
| 62. Seaborn Regression Plots.srt |
14.25KB |
| 63. Seaborn Heatmaps.mp4 |
35.71MB |
| 63. Seaborn Heatmaps.srt |
10.32KB |
| 64. Removing Columns.mp4 |
29.62MB |
| 64. Removing Columns.srt |
6.19KB |
| 65. Introduction to GroupBy Operations.mp4 |
8.09MB |
| 65. Introduction to GroupBy Operations.srt |
2.69KB |
| 66. Understanding the GroupBy Object.mp4 |
39.43MB |
| 66. Understanding the GroupBy Object.srt |
10.04KB |
| 67. Splitting with many Keys.mp4 |
42.24MB |
| 67. Splitting with many Keys.srt |
8.30KB |
| 68. split-apply-combine.mp4 |
40.10MB |
| 68. split-apply-combine.srt |
12.17KB |
| 7.1 Slicing_arrays.pdf |
122.52KB |
| 7. A simple Linear Model to predict Financial Returns (Part 1).mp4 |
17.79MB |
| 7. A simple Linear Model to predict Financial Returns (Part 1).srt |
3.99KB |
| 7. A Trader Class.mp4 |
39.47MB |
| 7. A Trader Class.srt |
6.26KB |
| 7. Combining both Strategies - Alternative 2.mp4 |
22.17MB |
| 7. Combining both Strategies - Alternative 2.srt |
2.96KB |
| 7. Creating an Iterative Base Class (Part 4).mp4 |
49.37MB |
| 7. Creating an Iterative Base Class (Part 4).srt |
8.05KB |
| 7. Creating the Class (Part 2).mp4 |
65.52MB |
| 7. Creating the Class (Part 2).srt |
8.25KB |
| 7. Generalization with OOP A Classification Backtesting Class in action.mp4 |
0B |
| 7. Generalization with OOP A Classification Backtesting Class in action.srt |
0B |
| 7. Indentation Errors.mp4 |
12.21MB |
| 7. Indentation Errors.srt |
4.19KB |
| 7. Introduction to Variables.mp4 |
18.13MB |
| 7. Introduction to Variables.srt |
6.37KB |
| 7. Margin and Leverage.mp4 |
70.56MB |
| 7. Margin and Leverage.srt |
8.17KB |
| 7. Measuring Stock Performance with MEAN Returns and STD of Returns.mp4 |
34.87MB |
| 7. Measuring Stock Performance with MEAN Returns and STD of Returns.srt |
10.77KB |
| 7. OANDA How to load Historical Price Data (Part 1).mp4 |
57.36MB |
| 7. OANDA How to load Historical Price Data (Part 1).srt |
8.30KB |
| 7. OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).mp4 |
0B |
| 7. OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).srt |
0B |
| 7. Order Types at a glance.mp4 |
27.53MB |
| 7. Order Types at a glance.srt |
3.97KB |
| 7. Sequences as arguments and args.mp4 |
26.28MB |
| 7. Sequences as arguments and args.srt |
6.32KB |
| 7. Splitting into Train and Test Set.mp4 |
9.83MB |
| 7. Splitting into Train and Test Set.srt |
2.36KB |
| 7. Storing and resampling real-time tick data (Part 1).mp4 |
59.83MB |
| 7. Storing and resampling real-time tick data (Part 1).srt |
8.60KB |
| 7. String representation and the special method __repr__().mp4 |
22.13MB |
| 7. String representation and the special method __repr__().srt |
3.89KB |
| 7. Trades and Trading Costs (Part 1).mp4 |
59.04MB |
| 7. Trades and Trading Costs (Part 1).srt |
10.02KB |
| 7. try, except, else.mp4 |
25.15MB |
| 7. try, except, else.srt |
3.73KB |
| 7. View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4 |
19.26MB |
| 7. View vs. copy - potential Pitfalls when slicing Numpy Arrays.srt |
5.78KB |
| 7. Weekend and Bank Holiday Alert.html |
381B |
| 8. A simple Linear Model to predict Financial Returns (Part 2).mp4 |
42.74MB |
| 8. A simple Linear Model to predict Financial Returns (Part 2).srt |
7.40KB |
| 8. Creating an Iterative Base Class (Part 5).mp4 |
39.36MB |
| 8. Creating an Iterative Base Class (Part 5).srt |
6.14KB |
| 8. Creating the Class (Part 3).mp4 |
39.38MB |
| 8. Creating the Class (Part 3).srt |
7.31KB |
| 8. Excursus How to add inline comments.mp4 |
11.25MB |
| 8. Excursus How to add inline comments.srt |
3.52KB |
| 8. Feature ScalingEngineering.mp4 |
26.39MB |
| 8. Feature ScalingEngineering.srt |
3.52KB |
| 8. finally.mp4 |
20.12MB |
| 8. finally.srt |
4.20KB |
| 8. Financial Time Series - Return and Risk.mp4 |
44.93MB |
| 8. Financial Time Series - Return and Risk.srt |
10.35KB |
| 8. How to return many results.mp4 |
13.44MB |
| 8. How to return many results.srt |
3.36KB |
| 8. How to run Python Scripts in a Windows Command Prompt.mp4 |
29.98MB |
| 8. How to run Python Scripts in a Windows Command Prompt.srt |
3.80KB |
| 8. Margin Closeout and more.mp4 |
41.31MB |
| 8. Margin Closeout and more.srt |
8.20KB |
| 8. Misuse of function names and keywords.mp4 |
12.37MB |
| 8. Misuse of function names and keywords.srt |
3.16KB |
| 8. Numpy Array Methods and Attributes.mp4 |
21.98MB |
| 8. Numpy Array Methods and Attributes.srt |
6.27KB |
| 8. OANDA How to load Historical Price Data (Part 2).mp4 |
33.46MB |
| 8. OANDA How to load Historical Price Data (Part 2).srt |
4.03KB |
| 8. Storing and resampling real-time tick data (Part 2).mp4 |
45.99MB |
| 8. Storing and resampling real-time tick data (Part 2).mp4 |
68.17MB |
| 8. Storing and resampling real-time tick data (Part 2).srt |
5.73KB |
| 8. Storing and resampling real-time tick data (Part 2).srt |
9.14KB |
| 8. Strategy Optimization.mp4 |
68.54MB |
| 8. Strategy Optimization.srt |
10.02KB |
| 8. The Classification Backtesting Class explained (Part 1).mp4 |
54.45MB |
| 8. The Classification Backtesting Class explained (Part 1).srt |
8.13KB |
| 8. The methods plot_prices() and plot_returns().mp4 |
34.11MB |
| 8. The methods plot_prices() and plot_returns().srt |
5.87KB |
| 8. Trades and Trading Costs (Part 2).mp4 |
21.94MB |
| 8. Trades and Trading Costs (Part 2).srt |
3.43KB |
| 8. Trading Challenge.html |
511B |
| 9.1 Candlestick.pdf |
92.60KB |
| 9.1 Variables.pdf |
142.98KB |
| 9. A Multiple Regression Model to predict Financial Returns.mp4 |
36.68MB |
| 9. A Multiple Regression Model to predict Financial Returns.srt |
6.50KB |
| 9. Creating and Fitting the DNN Model.mp4 |
47.63MB |
| 9. Creating and Fitting the DNN Model.srt |
8.64KB |
| 9. Creating an Iterative Base Class (Part 6).mp4 |
33.79MB |
| 9. Creating an Iterative Base Class (Part 6).srt |
4.70KB |
| 9. Creating the Class (Part 4).mp4 |
38.46MB |
| 9. Creating the Class (Part 4).srt |
5.49KB |
| 9. Encapsulation and protected Attributes.mp4 |
24.06MB |
| 9. Encapsulation and protected Attributes.srt |
4.37KB |
| 9. Financial Time Series - Covariance and Correlation.mp4 |
21.04MB |
| 9. Financial Time Series - Covariance and Correlation.srt |
5.51KB |
| 9. Generalization with OOP A Contrarian Backtesting Class in action.mp4 |
60.65MB |
| 9. Generalization with OOP A Contrarian Backtesting Class in action.srt |
8.84KB |
| 9. How to start Trading sessions with Batch (.bat) Files.mp4 |
31.63MB |
| 9. How to start Trading sessions with Batch (.bat) Files.srt |
4.15KB |
| 9. Introduction to Charting.mp4 |
39.66MB |
| 9. Introduction to Charting.srt |
5.71KB |
| 9. Numpy Universal Functions.mp4 |
17.77MB |
| 9. Numpy Universal Functions.srt |
4.76KB |
| 9. OANDA Streaming high-frequency real-time Data.mp4 |
25.80MB |
| 9. OANDA Streaming high-frequency real-time Data.srt |
4.00KB |
| 9. Scope - easily explained.mp4 |
35.26MB |
| 9. Scope - easily explained.srt |
10.01KB |
| 9. Storing and resampling real-time tick data (Part 3).mp4 |
32.13MB |
| 9. Storing and resampling real-time tick data (Part 3).mp4 |
25.25MB |
| 9. Storing and resampling real-time tick data (Part 3).srt |
5.24KB |
| 9. Storing and resampling real-time tick data (Part 3).srt |
3.52KB |
| 9. The Classification Backtesting Class explained (Part 2).mp4 |
35.22MB |
| 9. The Classification Backtesting Class explained (Part 2).srt |
4.88KB |
| 9. Try again (...until it works).mp4 |
21.27MB |
| 9. Try again (...until it works).srt |
5.31KB |
| 9. TypeErrors and ValueErrors.mp4 |
16.75MB |
| 9. TypeErrors and ValueErrors.srt |
4.32KB |
| 9. Variables and Memory (Theory).mp4 |
5.47MB |
| 9. Variables and Memory (Theory).srt |
2.45KB |
| Download Paid Udemy Courses For Free.url |
116B |
| GetFreeCourses.Co.url |
116B |
| GetFreeCourses.Co.url |
116B |
| GetFreeCourses.Co.url |
116B |
| GetFreeCourses.Co.url |
116B |
| How you can help GetFreeCourses.Co.txt |
182B |
| How you can help GetFreeCourses.Co.txt |
182B |
| How you can help GetFreeCourses.Co.txt |
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| How you can help GetFreeCourses.Co.txt |
182B |