+1. Course Introduction 17.1 MB
| 1. Introduction to Course.mp4 8.5 MB
| 1. Introduction to Course.srt 3.1 KB
| 2. Course Overview Lecture (DON'T SKIP THIS!).mp4 8.6 MB
| 2. Course Overview Lecture (DON'T SKIP THIS!).srt 5.8 KB
| 3. Did you skip the last lecture Please go back and view it!.html 696 Byte
| 4. Course FAQ.html 2.0 KB
+10. Time Series Analysis 256.0 MB
| 1. Welcome to Time Series Analysis.mp4 4.2 MB
| 1. Welcome to Time Series Analysis.srt 880 Byte
| 10. ACF and PACF.mp4 11.6 MB
| 10. ACF and PACF.srt 8.8 KB
| 11. ARIMA with Statsmodels.mp4 25.8 MB
| 11. ARIMA with Statsmodels.srt 17.2 KB
| 11.1 Rules for getting p,d,q.html 103 Byte
| 12. Quick Note on Second Milk Difference!.html 718 Byte
| 13. ARIMA Code Part Two.mp4 32.3 MB
| 13. ARIMA Code Part Two.srt 18.9 KB
| 14. ARIMA Code Part Three.mp4 15.1 MB
| 14. ARIMA Code Part Three.srt 9.8 KB
| 15. ARIMA Code Part Four.mp4 35.1 MB
| 15. ARIMA Code Part Four.srt 20.0 KB
| 16. Discussion on choosing PDQ.html 375 Byte
| 2. Introduction to Time Series.mp4 5.3 MB
| 2. Introduction to Time Series.srt 4.7 KB
| 2.1 Time Series Analysis Slides.html 138 Byte
| 3. Time Series Basics.mp4 6.9 MB
| 3. Time Series Basics.srt 6.7 KB
| 4. Introduction to Statsmodels.mp4 39.5 MB
| 4. Introduction to Statsmodels.srt 19.4 KB
| 4.1 Statsmodels Docs.html 105 Byte
| 5. ETS Theory.mp4 7.7 MB
| 5. ETS Theory.srt 6.4 KB
| 6. EWMA Theory.mp4 5.2 MB
| 6. EWMA Theory.srt 4.3 KB
| 6.1 EWMA on Investopedia.html 109 Byte
| 7. EWMA Code Along.mp4 35.4 MB
| 7. EWMA Code Along.srt 21.6 KB
| 8. ETS Code Along.mp4 14.8 MB
| 8. ETS Code Along.srt 9.5 KB
| 9. ARIMA Theory.mp4 17.3 MB
| 9. ARIMA Theory.srt 14.7 KB
| 9.1 Really great link describing ARIMA ACF and PACF plots.html 103 Byte
+11. Python Finance Fundamentals 269.0 MB
| 1. Welcome to Finance Fundamentals.mp4 4.4 MB
| 1. Welcome to Finance Fundamentals.srt 939 Byte
| 10. Key Financial Topics.mp4 2.0 MB
| 10. Key Financial Topics.srt 1.5 KB
| 11. Types of Funds.mp4 11.4 MB
| 11. Types of Funds.srt 9.0 KB
| 11.1 Hedge Funds.html 110 Byte
| 11.2 Mutual Fund.html 111 Byte
| 11.3 ETFs.html 104 Byte
| 12. Order Books.mp4 25.7 MB
| 12. Order Books.srt 22.5 KB
| 12.1 Order Books.html 111 Byte
| 12.2 Talk about HFT by Brad Katsuyama.html 104 Byte
| 13. Short Selling.mp4 4.8 MB
| 13. Short Selling.srt 3.6 KB
| 13.1 Short Selling.html 113 Byte
| 14. CAPM - Capital Asset Pricing Model.mp4 9.8 MB
| 14. CAPM - Capital Asset Pricing Model.srt 7.3 KB
| 14.1 CAPM.html 105 Byte
| 15. CAPM Code Along.mp4 27.6 MB
| 15. CAPM Code Along.srt 15.3 KB
| 16. Stock Splits and Dividends.mp4 6.3 MB
| 16. Stock Splits and Dividends.srt 4.9 KB
| 16.1 Splits and Dividends.html 158 Byte
| 17. EMH.mp4 3.9 MB
| 17. EMH.srt 2.9 KB
| 17.1 EMH.html 126 Byte
| 2. Introduction to Python Finance Fundamentals.mp4 1.7 MB
| 2. Introduction to Python Finance Fundamentals.srt 1.1 KB
| 2.1 Python Finance Fundamentals Slides.html 138 Byte
| 3. Sharpe Ratio Slides.mp4 13.5 MB
| 3. Sharpe Ratio Slides.srt 10.7 KB
| 3.1 Investopedia Sharpe Ratio.html 112 Byte
| 4. Portfolio Allocation Code Along Part One.mp4 39.7 MB
| 4. Portfolio Allocation Code Along Part One.srt 21.3 KB
| 5. Portfolio Allocation Code Along Part Two.mp4 14.0 MB
| 5. Portfolio Allocation Code Along Part Two.srt 10.1 KB
| 6. Portfolio Optimization.mp4 9.5 MB
| 6. Portfolio Optimization.srt 7.5 KB
| 7. Portfolio Optimization Code Along One.mp4 31.5 MB
| 7. Portfolio Optimization Code Along One.srt 21.4 KB
| 8. Portfolio Optimization Code Along Two.mp4 17.3 MB
| 8. Portfolio Optimization Code Along Two.srt 10.9 KB
| 9. Portfolio Optimization Code Along Three.mp4 46.2 MB
| 9. Portfolio Optimization Code Along Three.srt 24.1 KB
+12. Basics of Algorithmic Trading with Quantopian and Zipline 294.0 MB
| 1. Note on Quantopian and Zipline.html 839 Byte
| 10. Trading Algorithm Exercise Solutions Part Two.mp4 4.9 MB
| 10. Trading Algorithm Exercise Solutions Part Two.srt 4.1 KB
| 11. Quantopian Pipelines Factors.mp4 37.8 MB
| 11. Quantopian Pipelines Factors.srt 24.9 KB
| 12. Quantopian Pipelines Filters.mp4 15.8 MB
| 12. Quantopian Pipelines Filters.srt 9.0 KB
| 13. Quantopian Pipeline - Masking and Classifiers.mp4 25.4 MB
| 13. Quantopian Pipeline - Masking and Classifiers.srt 13.6 KB
| 2. Welcome to the Quantopian Section.mp4 3.0 MB
| 2. Welcome to the Quantopian Section.srt 624 Byte
| 3. Introduction to Quantopian.mp4 31.0 MB
| 3. Introduction to Quantopian.srt 16.4 KB
| 3.1 Quantopian Slides.html 138 Byte
| 4. Quantopian Algorithms Basics Part One.mp4 33.3 MB
| 4. Quantopian Algorithms Basics Part One.srt 25.1 KB
| 5. Quantopian Algorithms Basics Part Two.mp4 33.9 MB
| 5. Quantopian Algorithms Basics Part Two.srt 26.4 KB
| 5.1 Explanation of Drawdown.html 109 Byte
| 6. First Trading Algorithm - Part One.mp4 36.5 MB
| 6. First Trading Algorithm - Part One.srt 23.5 KB
| 7. First Trading Algorithm - Part Two.mp4 36.5 MB
| 7. First Trading Algorithm - Part Two.srt 23.8 KB
| 8. Trading Algorithm Exercise.mp4 8.9 MB
| 8. Trading Algorithm Exercise.srt 7.6 KB
| 9. Trading Algorithm Exercise Solutions Part One.mp4 26.4 MB
| 9. Trading Algorithm Exercise Solutions Part One.srt 18.8 KB
+13. Advanced Quantopian and Trading Algorithms 398.0 MB
| 1. Welcome to Trading Algorithms.mp4 1.5 MB
| 1. Welcome to Trading Algorithms.srt 1.2 KB
| 10. Stock Sentiment Analysis Project.mp4 35.3 MB
| 10. Stock Sentiment Analysis Project.srt 23.9 KB
| 11. What are Futures.mp4 16.6 MB
| 11. What are Futures.srt 12.8 KB
| 12. Futures on Quantopian.mp4 47.7 MB
| 12. Futures on Quantopian.srt 27.2 KB
| 13. Futures on Quantopian Part Two.mp4 60.3 MB
| 13. Futures on Quantopian Part Two.srt 30.9 KB
| 2. Pipeline Trading Algorithm Example - Code Along - Part One.mp4 27.2 MB
| 2. Pipeline Trading Algorithm Example - Code Along - Part One.srt 20.9 KB
| 3. Pipeline Trading Algorithm - Code Along - Part Two.mp4 25.8 MB
| 3. Pipeline Trading Algorithm - Code Along - Part Two.srt 14.6 KB
| 4. Quick note.html 257 Byte
| 5. Pipeline Trading Algorithm Code along Part Three.mp4 50.6 MB
| 5. Pipeline Trading Algorithm Code along Part Three.srt 27.1 KB
| 6. Leverage.mp4 28.9 MB
| 6. Leverage.srt 20.4 KB
| 7. Hedging.mp4 31.3 MB
| 7. Hedging.srt 20.9 KB
| 8. Hedging- Part Two.mp4 35.7 MB
| 8. Hedging- Part Two.srt 20.1 KB
| 9. Portfolio Analysis with PyFolio.mp4 36.8 MB
| 9. Portfolio Analysis with PyFolio.srt 24.6 KB
+14. BONUS SECTION THANK YOU! 532 Byte
| 1. Bonus Lecture.html 532 Byte
+2. Course Materials and Set-up 20.7 MB
| 1. Note on yml File.html 458 Byte
| 2. Course Installation Guide.mp4 20.6 MB
| 2. Course Installation Guide.srt 13.9 KB
| 2.1 Google Drive Download Link for Alternative yml environment file (click download since no preview available).html 143 Byte
| 2.2 More info on Conda Environments.html 119 Byte
+3. Python Crash Course 130.0 MB
| 1. Welcome to the Python Crash Course.mp4 2.3 MB
| 1. Welcome to the Python Crash Course.srt 420 Byte
| 2. Introduction to Crash Course.mp4 2.4 MB
| 2. Introduction to Crash Course.srt 2.1 KB
| 2.1 Link to Py Crash Course Slides.html 138 Byte
| 3. Python Crash Course Part One.mp4 38.0 MB
| 3. Python Crash Course Part One.srt 27.6 KB
| 4. Python Crash Course Part Two.mp4 24.2 MB
| 4. Python Crash Course Part Two.srt 20.5 KB
| 5. Python Crash Course Part Three.mp4 28.6 MB
| 5. Python Crash Course Part Three.srt 22.4 KB
| 6. Python Crash Course Exercises.mp4 12.5 MB
| 6. Python Crash Course Exercises.srt 6.7 KB
| 7. Python Crash Course Exercise Solutions.mp4 22.2 MB
| 7. Python Crash Course Exercise Solutions.srt 13.2 KB
+4. NumPy 110.0 MB
| 1. Welcome to NumPy.mp4 2.8 MB
| 1. Welcome to NumPy.srt 527 Byte
| 2. Introduction to NumPy.mp4 3.1 MB
| 2. Introduction to NumPy.srt 2.5 KB
| 2.1 Numpy Slides.html 138 Byte
| 3. NumPy Arrays.mp4 31.9 MB
| 3. NumPy Arrays.srt 24.9 KB
| 4. Numpy Operations.mp4 9.5 MB
| 4. Numpy Operations.srt 7.5 KB
| 5. Numpy Indexing.mp4 20.3 MB
| 5. Numpy Indexing.srt 16.3 KB
| 6. NumPy Review Exercise.mp4 14.7 MB
| 6. NumPy Review Exercise.srt 7.0 KB
| 7. Numpy Exercise Solutions.mp4 27.1 MB
| 7. Numpy Exercise Solutions.srt 14.3 KB
+5. General Pandas Overview 296.0 MB
| 1. Welcome to Pandas.mp4 2.7 MB
| 1. Welcome to Pandas.srt 548 Byte
| 10. Pandas Common Operations.mp4 26.1 MB
| 10. Pandas Common Operations.srt 16.8 KB
| 11. Data Input and Output.mp4 35.9 MB
| 11. Data Input and Output.srt 20.0 KB
| 12. General Pandas Review Exercises.mp4 8.7 MB
| 12. General Pandas Review Exercises.srt 5.4 KB
| 13. General Pandas Exercise Solutions.mp4 33.9 MB
| 13. General Pandas Exercise Solutions.srt 18.7 KB
| 2. Introduction to Pandas.mp4 5.0 MB
| 2. Introduction to Pandas.srt 4.1 KB
| 2.1 Pandas Slides.html 138 Byte
| 3. Series.mp4 15.3 MB
| 3. Series.srt 9.9 KB
| 4. DataFrames.mp4 43.9 MB
| 4. DataFrames.srt 20.5 KB
| 5. DataFrames Part Two.mp4 45.9 MB
| 5. DataFrames Part Two.srt 23.3 KB
| 6. DataFrames Part Three.mp4 20.4 MB
| 6. DataFrames Part Three.srt 11.7 KB
| 7. Missing Data.mp4 13.1 MB
| 7. Missing Data.srt 8.3 KB
| 8. Group By with Pandas.mp4 16.0 MB
| 8. Group By with Pandas.srt 9.2 KB
| 9. Merging, Joining, and Concatenating DataFrames.mp4 28.9 MB
| 9. Merging, Joining, and Concatenating DataFrames.srt 13.7 KB
+6. Visualization with Matplotlib and Pandas 265.0 MB
| 1. Welcome to Visualization.mp4 2.9 MB
| 1. Welcome to Visualization.srt 574 Byte
| 10. Pandas Visualization Exercise Overview.mp4 5.6 MB
| 10. Pandas Visualization Exercise Overview.srt 2.0 KB
| 11. Pandas Visualization Exercise Solutions.mp4 32.3 MB
| 11. Pandas Visualization Exercise Solutions.srt 12.6 KB
| 2. Introduction to Visualization in Python.mp4 3.5 MB
| 2. Introduction to Visualization in Python.srt 2.8 KB
| 2.1 Visualization Slides.html 138 Byte
| 3. Matplotlib Basics - Part One.mp4 41.6 MB
| 3. Matplotlib Basics - Part One.srt 26.1 KB
| 4. Matplotlib Basics - Part Two.mp4 33.9 MB
| 4. Matplotlib Basics - Part Two.srt 19.9 KB
| 5. Matplotlib Part Three.mp4 32.2 MB
| 5. Matplotlib Part Three.srt 16.5 KB
| 6. Matplotlib Exercise.mp4 10.3 MB
| 6. Matplotlib Exercise.srt 6.1 KB
| 7. Matplotlib Exercise Solutions.mp4 30.9 MB
| 7. Matplotlib Exercise Solutions.srt 12.0 KB
| 8. Pandas Visualization Overview.mp4 31.5 MB
| 8. Pandas Visualization Overview.srt 17.2 KB
| 9. Pandas Time Series Visualization.mp4 39.7 MB
| 9. Pandas Time Series Visualization.srt 26.2 KB
+7. Data Sources 39.4 MB
| 1. Introduction to Data Sources.mp4 2.5 MB
| 1. Introduction to Data Sources.srt 2.1 KB
| 1.1 Data Sources Slides.html 138 Byte
| 2. Note on Pandas Datareader.html 299 Byte
| 3. Pandas DataReader.mp4 9.8 MB
| 3. Pandas DataReader.srt 6.8 KB
| 3.1 Optional Reading on Order Book.html 111 Byte
| 3.2 Optional Reading about how to understand Options.html 108 Byte
| 3.3 Docs for Pandas DataReader.html 102 Byte
| 4. Quandl.mp4 27.1 MB
| 4. Quandl.srt 15.4 KB
+8. Pandas with Time Series Data 112.0 MB
| 1. Welcome to Pandas for Time Series.mp4 1.6 MB
| 1. Welcome to Pandas for Time Series.srt 278 Byte
| 2. Introduction to Time Series with Pandas.mp4 1.8 MB
| 2. Introduction to Time Series with Pandas.srt 1.2 KB
| 2.1 Pandas Time Series Slides.html 138 Byte
| 3. Datetime Index.mp4 18.3 MB
| 3. Datetime Index.srt 14.4 KB
| 4. Time Resampling.mp4 34.7 MB
| 4. Time Resampling.srt 19.3 KB
| 5. Time Shifts.mp4 17.1 MB
| 5. Time Shifts.srt 9.2 KB
| 6. Pandas Rolling and Expanding.mp4 38.7 MB
| 6. Pandas Rolling and Expanding.srt 26.9 KB
+9. Capstone Stock Market Analysis Project 195.0 MB
| 1. Welcome to the Capstone Project!.mp4 3.9 MB
| 1. Welcome to the Capstone Project!.srt 790 Byte
| 2. Stock Market Analysis Project.mp4 26.8 MB
| 2. Stock Market Analysis Project.srt 11.5 KB
| 2.1 Capstone Project Slides.html 138 Byte
| 3. Stock Market Analysis Project Solutions Part One.mp4 63.4 MB
| 3. Stock Market Analysis Project Solutions Part One.srt 28.3 KB
| 4. Python Stock Market Analysis Solutions - Part Two.mp4 27.5 MB
| 4. Python Stock Market Analysis Solutions - Part Two.srt 13.1 KB
| 5. Stock Market Analysis Project Solutions Part Three.mp4 53.4 MB
| 5. Stock Market Analysis Project Solutions Part Three.srt 24.5 KB
| 6. Stock Market Analysis Project Solutions Part Four.mp4 19.6 MB
| 6. Stock Market Analysis Project Solutions Part Four.srt 12.1 KB
1212032_b7e8.jpg 12.0 KB
README.md 2.7 KB