Torrent Info
Title [GigaCourse.com] Udemy - Python for Financial Analysis and Algorithmic Trading
Category XXX
Size 2.41GB
Files List
Please note that this page does not hosts or makes available any of the listed filenames. You cannot download any of those files from here.
[GigaCourse.com].url 49B
1.1 Data Sources Slides.html 138B
1. Bonus Lecture.html 532B
1. Course Installation Help Notes.html 1.14KB
1. Introduction to Course.mp4 8.51MB
1. Introduction to Course.srt 3.09KB
1. Introduction to Data Sources.mp4 2.53MB
1. Introduction to Data Sources.srt 2.11KB
1. Welcome to Finance Fundamentals.mp4 4.39MB
1. Welcome to Finance Fundamentals.srt 939B
1. Welcome to NumPy.mp4 2.84MB
1. Welcome to NumPy.srt 527B
1. Welcome to Pandas.mp4 2.71MB
1. Welcome to Pandas.srt 548B
1. Welcome to Pandas for Time Series.mp4 1.62MB
1. Welcome to Pandas for Time Series.srt 278B
1. Welcome to the Capstone Project!.mp4 3.89MB
1. Welcome to the Capstone Project!.srt 790B
1. Welcome to the Python Crash Course.mp4 2.30MB
1. Welcome to the Python Crash Course.srt 420B
1. Welcome to the Quantopian Section.mp4 3.03MB
1. Welcome to the Quantopian Section.srt 624B
1. Welcome to Time Series Analysis.mp4 4.22MB
1. Welcome to Time Series Analysis.srt 880B
1. Welcome to Trading Algorithms.mp4 1.54MB
1. Welcome to Trading Algorithms.srt 1.17KB
1. Welcome to Visualization.mp4 2.91MB
1. Welcome to Visualization.srt 574B
10. ACF and PACF.mp4 11.60MB
10. ACF and PACF.srt 8.79KB
10. Key Financial Topics.mp4 2.00MB
10. Key Financial Topics.srt 1.51KB
10. Pandas Common Operations.mp4 26.15MB
10. Pandas Common Operations.srt 16.85KB
10. Pandas Visualization Exercise Overview.mp4 5.61MB
10. Pandas Visualization Exercise Overview.srt 5.63MB
10. Stock Sentiment Analysis Project.mp4 35.25MB
10. Stock Sentiment Analysis Project.srt 23.94KB
10. Trading Algorithm Exercise Solutions Part One.mp4 26.42MB
10. Trading Algorithm Exercise Solutions Part One.srt 18.75KB
11.1 Hedge Funds.html 110B
11.1 Rules for getting p,d,q.html 103B
11.2 Mutual Fund.html 111B
11.3 ETFs.html 104B
11. ARIMA with Statsmodels.mp4 25.76MB
11. ARIMA with Statsmodels.srt 17.17KB
11. Data Input and Output.mp4 35.95MB
11. Data Input and Output.srt 19.96KB
11. Pandas Visualization Exercise Solutions.mp4 32.35MB
11. Pandas Visualization Exercise Solutions.srt 12.60KB
11. Trading Algorithm Exercise Solutions Part Two.mp4 4.90MB
11. Trading Algorithm Exercise Solutions Part Two.srt 4.08KB
11. Types of Funds.mp4 11.37MB
11. Types of Funds.srt 9.01KB
11. What are Futures.mp4 16.62MB
11. What are Futures.srt 12.85KB
12.1 Talk about HFT by Brad Katsuyama.html 104B
12.2 Order Books.html 111B
12. Futures on Quantopian.mp4 47.71MB
12. Futures on Quantopian.srt 27.23KB
12. General Pandas Review Exercises.mp4 8.71MB
12. General Pandas Review Exercises.srt 5.42KB
12. Order Books.mp4 25.73MB
12. Order Books.srt 22.53KB
12. Quantopian Pipelines Factors.mp4 37.76MB
12. Quantopian Pipelines Factors.srt 24.87KB
12. Quick Note on Second Milk Difference!.html 718B
13.1 Short Selling.html 113B
13. ARIMA Code Part Two.mp4 32.28MB
13. ARIMA Code Part Two.srt 18.95KB
13. Futures on Quantopian Part Two.mp4 60.27MB
13. Futures on Quantopian Part Two.srt 30.87KB
13. General Pandas Exercise Solutions.mp4 33.95MB
13. General Pandas Exercise Solutions.srt 18.66KB
13. Quantopian Pipelines Filters.mp4 15.77MB
13. Quantopian Pipelines Filters.srt 9.04KB
13. Short Selling.mp4 4.81MB
13. Short Selling.srt 3.61KB
14.1 CAPM.html 105B
14. ARIMA Code Part Three.mp4 15.07MB
14. ARIMA Code Part Three.srt 9.84KB
14. CAPM - Capital Asset Pricing Model.mp4 9.83MB
14. CAPM - Capital Asset Pricing Model.srt 7.33KB
14. Quantopian Pipeline - Masking and Classifiers.mp4 25.41MB
14. Quantopian Pipeline - Masking and Classifiers.srt 13.56KB
15.1 SPY.csv 140.44KB
15. ARIMA Code Part Four.mp4 35.09MB
15. ARIMA Code Part Four.srt 20.03KB
15. CAPM Code Along.mp4 27.59MB
15. CAPM Code Along.srt 15.34KB
16.1 Splits and Dividends.html 158B
16. Discussion on choosing PDQ.html 375B
16. Stock Splits and Dividends.mp4 6.26MB
16. Stock Splits and Dividends.srt 4.95KB
17.1 EMH.html 126B
17. EMH.mp4 3.87MB
17. EMH.srt 2.89KB
2.1 Capstone Project Slides.html 138B
2.1 Link to Py Crash Course Slides.html 138B
2.1 Numpy Slides.html 138B
2.1 Pandas Slides.html 138B
2.1 Pandas Time Series Slides.html 138B
2.1 Python Finance Fundamentals Slides.html 138B
2.1 Python-for-Finance-Repo-master.zip 12.53MB
2.1 Quantopian Slides.html 138B
2.1 Time Series Analysis Slides.html 138B
2.1 Visualization Slides.html 138B
2.2 Google Drive Download Link for Alternative yml environment file (click download since no preview available).html 143B
2.3 More info on Conda Environments.html 119B
2. Course Installation Guide.mp4 20.65MB
2. Course Installation Guide.srt 13.95KB
2. Course Overview Lecture (DON'T SKIP THIS!).mp4 8.60MB
2. Course Overview Lecture (DON'T SKIP THIS!).srt 5.84KB
2. Introduction to Crash Course.mp4 2.42MB
2. Introduction to Crash Course.srt 2.09KB
2. Introduction to NumPy.mp4 3.14MB
2. Introduction to NumPy.srt 2.53KB
2. Introduction to Pandas.mp4 5.05MB
2. Introduction to Pandas.srt 4.14KB
2. Introduction to Python Finance Fundamentals.mp4 1.66MB
2. Introduction to Python Finance Fundamentals.srt 1.11KB
2. Introduction to Quantopian.mp4 30.96MB
2. Introduction to Quantopian.srt 16.44KB
2. Introduction to Time Series.mp4 5.30MB
2. Introduction to Time Series.srt 4.66KB
2. Introduction to Time Series with Pandas.mp4 1.84MB
2. Introduction to Time Series with Pandas.srt 1.25KB
2. Introduction to Visualization in Python.mp4 3.48MB
2. Introduction to Visualization in Python.srt 2.83KB
2. Note on Pandas Datareader.html 299B
2. Pipeline Trading Algorithm Example - Code Along - Part One.mp4 27.19MB
2. Pipeline Trading Algorithm Example - Code Along - Part One.srt 20.89KB
2. Stock Market Analysis Project.mp4 26.85MB
2. Stock Market Analysis Project.srt 11.51KB
3.1 Investopedia Sharpe Ratio.html 112B
3.1 Optional Reading on Order Book.html 111B
3.2 Optional Reading about how to understand Options.html 108B
3.3 Docs for Pandas DataReader.html 102B
3. Datetime Index.mp4 18.34MB
3. Datetime Index.srt 14.36KB
3. Did you skip the last lecture Please go back and view it!.html 696B
3. Matplotlib Basics - Part One.mp4 41.63MB
3. Matplotlib Basics - Part One.srt 26.14KB
3. Note on get_fundamentals.html 428B
3. NumPy Arrays.mp4 31.92MB
3. NumPy Arrays.srt 24.92KB
3. Pandas DataReader.mp4 9.79MB
3. Pandas DataReader.srt 6.78KB
3. Pipeline Trading Algorithm - Code Along - Part Two.mp4 25.77MB
3. Pipeline Trading Algorithm - Code Along - Part Two.srt 14.63KB
3. Python Crash Course Part One.mp4 38.00MB
3. Python Crash Course Part One.srt 27.60KB
3. Series.mp4 15.34MB
3. Series.srt 9.89KB
3. Sharpe Ratio Slides.mp4 13.45MB
3. Sharpe Ratio Slides.srt 10.73KB
3. Stock Market Analysis Project Solutions Part One.mp4 63.36MB
3. Stock Market Analysis Project Solutions Part One.srt 28.26KB
3. Time Series Basics.mp4 6.86MB
3. Time Series Basics.srt 6.72KB
4.1 Python-for-Finance-Repo-master.zip 12.57MB
4.1 Statsmodels Docs.html 105B
4. Course FAQ.html 1.81KB
4. DataFrames.mp4 43.86MB
4. DataFrames.srt 20.46KB
4. Introduction to Statsmodels.mp4 39.55MB
4. Introduction to Statsmodels.srt 19.42KB
4. Matplotlib Basics - Part Two.mp4 33.95MB
4. Matplotlib Basics - Part Two.srt 19.86KB
4. Numpy Operations.mp4 9.55MB
4. Numpy Operations.srt 7.46KB
4. Portfolio Allocation Code Along Part One.mp4 39.65MB
4. Portfolio Allocation Code Along Part One.srt 21.34KB
4. Python Crash Course Part Two.mp4 24.25MB
4. Python Crash Course Part Two.srt 20.52KB
4. Python Stock Market Analysis Solutions - Part Two.mp4 27.48MB
4. Python Stock Market Analysis Solutions - Part Two.srt 13.15KB
4. Quandl.mp4 27.07MB
4. Quandl.srt 15.43KB
4. Quantopian Research Basics.mp4 38.61MB
4. Quantopian Research Basics.srt 25.79KB
4. Quick note.html 257B
4. Time Resampling.mp4 34.74MB
4. Time Resampling.srt 19.33KB
5. DataFrames Part Two.mp4 45.95MB
5. DataFrames Part Two.srt 23.26KB
5. ETS Theory.mp4 7.69MB
5. ETS Theory.srt 6.38KB
5. Matplotlib Part Three.mp4 32.23MB
5. Matplotlib Part Three.srt 16.54KB
5. Numpy Indexing.mp4 20.29MB
5. Numpy Indexing.srt 16.32KB
5. Pipeline Trading Algorithm Code along Part Three.mp4 50.56MB
5. Pipeline Trading Algorithm Code along Part Three.srt 27.12KB
5. Portfolio Allocation Code Along Part Two.mp4 14.01MB
5. Portfolio Allocation Code Along Part Two.srt 10.06KB
5. Python Crash Course Part Three.mp4 28.57MB
5. Python Crash Course Part Three.srt 22.42KB
5. Quantopian Algorithms Basics Part One.mp4 33.29MB
5. Quantopian Algorithms Basics Part One.srt 25.11KB
5. Stock Market Analysis Project Solutions Part Three.mp4 53.42MB
5. Stock Market Analysis Project Solutions Part Three.srt 24.47KB
5. Time Shifts.mp4 17.09MB
5. Time Shifts.srt 9.25KB
6.1 EWMA on Investopedia.html 109B
6.1 Explanation of Drawdown.html 109B
6. DataFrames Part Three.mp4 20.45MB
6. DataFrames Part Three.srt 11.68KB
6. EWMA Theory.mp4 5.24MB
6. EWMA Theory.srt 4.28KB
6. Leverage.mp4 28.92MB
6. Leverage.srt 20.38KB
6. Matplotlib Exercise.mp4 10.35MB
6. Matplotlib Exercise.srt 6.11KB
6. NumPy Review Exercise.mp4 14.68MB
6. NumPy Review Exercise.srt 7.04KB
6. Pandas Rolling and Expanding.mp4 38.73MB
6. Pandas Rolling and Expanding.srt 26.92KB
6. Portfolio Optimization.mp4 9.53MB
6. Portfolio Optimization.srt 7.52KB
6. Python Crash Course Exercises.mp4 12.53MB
6. Python Crash Course Exercises.srt 6.69KB
6. Quantopian Algorithms Basics Part Two.mp4 33.94MB
6. Quantopian Algorithms Basics Part Two.srt 26.45KB
6. Stock Market Analysis Project Solutions Part Four.mp4 19.64MB
6. Stock Market Analysis Project Solutions Part Four.srt 12.08KB
7. EWMA Code Along.mp4 35.44MB
7. EWMA Code Along.srt 21.58KB
7. First Trading Algorithm - Part One.mp4 36.49MB
7. First Trading Algorithm - Part One.srt 23.54KB
7. Hedging.mp4 31.29MB
7. Hedging.srt 20.91KB
7. Matplotlib Exercise Solutions.mp4 30.95MB
7. Matplotlib Exercise Solutions.srt 12.01KB
7. Missing Data.mp4 13.06MB
7. Missing Data.srt 8.33KB
7. Numpy Exercise Solutions.mp4 27.06MB
7. Numpy Exercise Solutions.srt 14.27KB
7. Portfolio Optimization Code Along One.mp4 31.45MB
7. Portfolio Optimization Code Along One.srt 21.44KB
7. Python Crash Course Exercise Solutions.mp4 22.16MB
7. Python Crash Course Exercise Solutions.srt 13.18KB
8. ETS Code Along.mp4 14.83MB
8. ETS Code Along.srt 9.50KB
8. First Trading Algorithm - Part Two.mp4 36.48MB
8. First Trading Algorithm - Part Two.srt 23.81KB
8. Group By with Pandas.mp4 16.05MB
8. Group By with Pandas.srt 9.21KB
8. Hedging- Part Two.mp4 35.72MB
8. Hedging- Part Two.srt 20.09KB
8. Pandas Visualization Overview.mp4 31.54MB
8. Pandas Visualization Overview.srt 17.23KB
8. Portfolio Optimization Code Along Two.mp4 17.33MB
8. Portfolio Optimization Code Along Two.srt 10.93KB
9.1 Really great link describing ARIMA ACF and PACF plots.html 103B
9. ARIMA Theory.mp4 17.29MB
9. ARIMA Theory.srt 14.72KB
9. Merging, Joining, and Concatenating DataFrames.mp4 28.85MB
9. Merging, Joining, and Concatenating DataFrames.srt 13.68KB
9. Pandas Time Series Visualization.mp4 39.72MB
9. Pandas Time Series Visualization.srt 26.19KB
9. Portfolio Analysis with PyFolio.mp4 36.82MB
9. Portfolio Analysis with PyFolio.srt 24.60KB
9. Portfolio Optimization Code Along Three.mp4 46.23MB
9. Portfolio Optimization Code Along Three.srt 24.12KB
9. Trading Algorithm Exercise.mp4 8.91MB
9. Trading Algorithm Exercise.srt 7.56KB
Readme.txt 962B
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