[其他] Python for Financial Analysis and Algorithmic Trading（2.3GB) [推广有奖]

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+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