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种子名称： [FreeCourseWorld.Com] Udemy - Python for Financial Analysis and Algorithmic Trading
文件类型： 视频
文件数目： 112个文件
文件大小： 2.38 GB
收录时间： 2020-6-11 01:11
已经下载： 3次
资源热度： 289
最近下载： 2025-3-2 04:30

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[FreeCourseWorld.Com] Udemy - Python for Financial Analysis and Algorithmic Trading.torrent

1. Course Introduction/1. Introduction to Course.mp48.51MB

1. Course Introduction/2. Course Overview Lecture (DON'T SKIP THIS!).mp48.6MB

10. Time Series Analysis/1. Welcome to Time Series Analysis.mp44.22MB

10. Time Series Analysis/10. ACF and PACF.mp411.6MB

10. Time Series Analysis/11. ARIMA with Statsmodels.mp425.76MB

10. Time Series Analysis/13. ARIMA Code Part Two.mp432.28MB

10. Time Series Analysis/14. ARIMA Code Part Three.mp415.07MB

10. Time Series Analysis/15. ARIMA Code Part Four.mp435.09MB

10. Time Series Analysis/2. Introduction to Time Series.mp45.3MB

10. Time Series Analysis/3. Time Series Basics.mp46.86MB

10. Time Series Analysis/4. Introduction to Statsmodels.mp439.55MB

10. Time Series Analysis/5. ETS Theory.mp47.69MB

10. Time Series Analysis/6. EWMA Theory.mp45.24MB

10. Time Series Analysis/7. EWMA Code Along.mp435.44MB

10. Time Series Analysis/8. ETS Code Along.mp414.83MB

10. Time Series Analysis/9. ARIMA Theory.mp417.29MB

11. Python Finance Fundamentals/1. Welcome to Finance Fundamentals.mp44.39MB

11. Python Finance Fundamentals/10. Key Financial Topics.mp42MB

11. Python Finance Fundamentals/11. Types of Funds.mp411.37MB

11. Python Finance Fundamentals/12. Order Books.mp425.73MB

11. Python Finance Fundamentals/13. Short Selling.mp44.81MB

11. Python Finance Fundamentals/14. CAPM - Capital Asset Pricing Model.mp49.83MB

11. Python Finance Fundamentals/15. CAPM Code Along.mp427.59MB

11. Python Finance Fundamentals/16. Stock Splits and Dividends.mp46.26MB

11. Python Finance Fundamentals/17. EMH.mp43.87MB

11. Python Finance Fundamentals/2. Introduction to Python Finance Fundamentals.mp41.66MB

11. Python Finance Fundamentals/3. Sharpe Ratio Slides.mp413.45MB

11. Python Finance Fundamentals/4. Portfolio Allocation Code Along Part One.mp439.65MB

11. Python Finance Fundamentals/5. Portfolio Allocation Code Along Part Two.mp414.01MB

11. Python Finance Fundamentals/6. Portfolio Optimization.mp49.53MB

11. Python Finance Fundamentals/7. Portfolio Optimization Code Along One.mp431.45MB

11. Python Finance Fundamentals/8. Portfolio Optimization Code Along Two.mp417.33MB

11. Python Finance Fundamentals/9. Portfolio Optimization Code Along Three.mp446.23MB

12. Basics of Algorithmic Trading with Quantopian/1. Welcome to the Quantopian Section.mp43.03MB

12. Basics of Algorithmic Trading with Quantopian/10. Trading Algorithm Exercise Solutions Part One.mp426.42MB

12. Basics of Algorithmic Trading with Quantopian/11. Trading Algorithm Exercise Solutions Part Two.mp44.9MB

12. Basics of Algorithmic Trading with Quantopian/12. Quantopian Pipelines Factors.mp437.76MB

12. Basics of Algorithmic Trading with Quantopian/13. Quantopian Pipelines Filters.mp415.77MB

12. Basics of Algorithmic Trading with Quantopian/14. Quantopian Pipeline - Masking and Classifiers.mp425.41MB

12. Basics of Algorithmic Trading with Quantopian/2. Introduction to Quantopian.mp430.96MB

12. Basics of Algorithmic Trading with Quantopian/4. Quantopian Research Basics.mp438.61MB

12. Basics of Algorithmic Trading with Quantopian/5. Quantopian Algorithms Basics Part One.mp433.29MB

12. Basics of Algorithmic Trading with Quantopian/6. Quantopian Algorithms Basics Part Two.mp433.94MB

12. Basics of Algorithmic Trading with Quantopian/7. First Trading Algorithm - Part One.mp436.49MB

12. Basics of Algorithmic Trading with Quantopian/8. First Trading Algorithm - Part Two.mp436.48MB

12. Basics of Algorithmic Trading with Quantopian/9. Trading Algorithm Exercise.mp48.91MB

13. Advanced Quantopian and Trading Algorithms/1. Welcome to Trading Algorithms.mp41.54MB

13. Advanced Quantopian and Trading Algorithms/10. Stock Sentiment Analysis Project.mp435.25MB

13. Advanced Quantopian and Trading Algorithms/11. What are Futures.mp416.62MB

13. Advanced Quantopian and Trading Algorithms/12. Futures on Quantopian.mp447.71MB

13. Advanced Quantopian and Trading Algorithms/13. Futures on Quantopian Part Two.mp460.27MB

13. Advanced Quantopian and Trading Algorithms/2. Pipeline Trading Algorithm Example - Code Along - Part One.mp427.19MB

13. Advanced Quantopian and Trading Algorithms/3. Pipeline Trading Algorithm - Code Along - Part Two.mp425.77MB

13. Advanced Quantopian and Trading Algorithms/5. Pipeline Trading Algorithm Code along Part Three.mp450.56MB

13. Advanced Quantopian and Trading Algorithms/6. Leverage.mp428.92MB

13. Advanced Quantopian and Trading Algorithms/7. Hedging.mp431.29MB

13. Advanced Quantopian and Trading Algorithms/8. Hedging- Part Two.mp435.72MB

13. Advanced Quantopian and Trading Algorithms/9. Portfolio Analysis with PyFolio.mp436.82MB

2. Course Materials and Set-up/2. Course Installation Guide.mp420.65MB

3. Python Crash Course/1. Welcome to the Python Crash Course.mp42.3MB

3. Python Crash Course/2. Introduction to Crash Course.mp42.42MB

3. Python Crash Course/3. Python Crash Course Part One.mp438MB

3. Python Crash Course/4. Python Crash Course Part Two.mp424.25MB

3. Python Crash Course/5. Python Crash Course Part Three.mp428.57MB

3. Python Crash Course/6. Python Crash Course Exercises.mp412.53MB

3. Python Crash Course/7. Python Crash Course Exercise Solutions.mp422.16MB

4. NumPy/1. Welcome to NumPy.mp42.84MB

4. NumPy/2. Introduction to NumPy.mp43.14MB

4. NumPy/3. NumPy Arrays.mp431.92MB

4. NumPy/4. Numpy Operations.mp49.55MB

4. NumPy/5. Numpy Indexing.mp420.29MB

4. NumPy/6. NumPy Review Exercise.mp414.68MB

4. NumPy/7. Numpy Exercise Solutions.mp427.06MB

5. General Pandas Overview/1. Welcome to Pandas.mp42.71MB

5. General Pandas Overview/10. Pandas Common Operations.mp426.15MB

5. General Pandas Overview/11. Data Input and Output.mp435.95MB

5. General Pandas Overview/12. General Pandas Review Exercises.mp48.71MB

5. General Pandas Overview/13. General Pandas Exercise Solutions.mp433.95MB

5. General Pandas Overview/2. Introduction to Pandas.mp45.05MB

5. General Pandas Overview/3. Series.mp415.34MB

5. General Pandas Overview/4. DataFrames.mp443.86MB

5. General Pandas Overview/5. DataFrames Part Two.mp445.95MB

5. General Pandas Overview/6. DataFrames Part Three.mp420.45MB

5. General Pandas Overview/7. Missing Data.mp413.06MB

5. General Pandas Overview/8. Group By with Pandas.mp416.05MB

5. General Pandas Overview/9. Merging, Joining, and Concatenating DataFrames.mp428.85MB

6. Visualization with Matplotlib and Pandas/1. Welcome to Visualization.mp42.91MB

6. Visualization with Matplotlib and Pandas/10. Pandas Visualization Exercise Overview.mp45.61MB

6. Visualization with Matplotlib and Pandas/11. Pandas Visualization Exercise Solutions.mp432.35MB

6. Visualization with Matplotlib and Pandas/2. Introduction to Visualization in Python.mp43.48MB

6. Visualization with Matplotlib and Pandas/3. Matplotlib Basics - Part One.mp441.63MB

6. Visualization with Matplotlib and Pandas/4. Matplotlib Basics - Part Two.mp433.95MB

6. Visualization with Matplotlib and Pandas/5. Matplotlib Part Three.mp432.23MB

6. Visualization with Matplotlib and Pandas/6. Matplotlib Exercise.mp410.35MB

6. Visualization with Matplotlib and Pandas/7. Matplotlib Exercise Solutions.mp430.95MB

6. Visualization with Matplotlib and Pandas/8. Pandas Visualization Overview.mp431.54MB

6. Visualization with Matplotlib and Pandas/9. Pandas Time Series Visualization.mp439.72MB

7. Data Sources/1. Introduction to Data Sources.mp42.53MB

7. Data Sources/3. Pandas DataReader.mp49.79MB

7. Data Sources/4. Quandl.mp427.07MB

8. Pandas with Time Series Data/1. Welcome to Pandas for Time Series.mp41.62MB

8. Pandas with Time Series Data/2. Introduction to Time Series with Pandas.mp41.84MB

8. Pandas with Time Series Data/3. Datetime Index.mp418.34MB

8. Pandas with Time Series Data/4. Time Resampling.mp434.74MB

8. Pandas with Time Series Data/5. Time Shifts.mp417.09MB

8. Pandas with Time Series Data/6. Pandas Rolling and Expanding.mp438.73MB

9. Capstone Stock Market Analysis Project/1. Welcome to the Capstone Project!.mp43.89MB

9. Capstone Stock Market Analysis Project/2. Stock Market Analysis Project.mp426.85MB

9. Capstone Stock Market Analysis Project/3. Stock Market Analysis Project Solutions Part One.mp463.36MB

9. Capstone Stock Market Analysis Project/4. Python Stock Market Analysis Solutions - Part Two.mp427.48MB

9. Capstone Stock Market Analysis Project/5. Stock Market Analysis Project Solutions Part Three.mp453.42MB

9. Capstone Stock Market Analysis Project/6. Stock Market Analysis Project Solutions Part Four.mp419.64MB