Python for Financial Analysis and Algorithmic Trading Welcome to Python for Financial Analysis and Algorithmic Trading! Are you interested in how people use Python to conduct rigorous financial analysis and pursue algorithmic trading, then this is the right course for you! This course will guide you through everything you need to know to use Python for Finance and Algorithmic Trading! We'll start off by learning the fundamentals of Python, and then proceed to learn about the various core libraries used in the Py-Finance Ecosystem, including jupyter, numpy, pandas, matplotlib, statsmodels, zipline, Quantopian, and much more! Created by Jose Portilla Last updated 2/2020 English English [Auto-generated] For More Courses Visit: https://freecourseworld.com
Filename Size 1. Course Introduction/1. Introduction to Course.mp4 8.5 MB 1. Course Introduction/1. Introduction to Course.srt 3.1 KB 1. Course Introduction/2. Course Overview Lecture (DON'T SKIP THIS!).mp4 8.6 MB 1. Course Introduction/2. Course Overview Lecture (DON'T SKIP THIS!).srt 5.8 KB 1. Course Introduction/3. Did you skip the last lecture Please go back and view it!.html 686 B 1. Course Introduction/4. Course FAQ.html 1.8 KB 1. Course Introduction/4.1 Python-for-Finance-Repo-master.zip 12.6 MB 10. Time Series Analysis/1. Welcome to Time Series Analysis.mp4 4.2 MB 10. Time Series Analysis/1. Welcome to Time Series Analysis.srt 880 B 10. Time Series Analysis/10. ACF and PACF.mp4 11.6 MB 10. Time Series Analysis/10. ACF and PACF.srt 8.8 KB 10. Time Series Analysis/11. ARIMA with Statsmodels.mp4 25.8 MB 10. Time Series Analysis/11. ARIMA with Statsmodels.srt 17.2 KB 10. Time Series Analysis/11.1 Rules for getting p,d,q.html 103 B 10. Time Series Analysis/12. Quick Note on Second Milk Difference!.html 718 B 10. Time Series Analysis/13. ARIMA Code Part Two.mp4 32.3 MB 10. Time Series Analysis/13. ARIMA Code Part Two.srt 19 KB 10. Time Series Analysis/14. ARIMA Code Part Three.mp4 15.1 MB 10. Time Series Analysis/14. ARIMA Code Part Three.srt 9.8 KB 10. Time Series Analysis/15. ARIMA Code Part Four.mp4 35.1 MB 10. Time Series Analysis/15. ARIMA Code Part Four.srt 20 KB 10. Time Series Analysis/16. Discussion on choosing PDQ.html 375 B 10. Time Series Analysis/2. Introduction to Time Series.mp4 5.3 MB 10. Time Series Analysis/2. Introduction to Time Series.srt 4.7 KB 10. Time Series Analysis/2.1 Time Series Analysis Slides.html 138 B 10. Time Series Analysis/3. Time Series Basics.mp4 6.9 MB 10. Time Series Analysis/3. Time Series Basics.srt 6.7 KB 10. Time Series Analysis/4. Introduction to Statsmodels.mp4 39.5 MB 10. Time Series Analysis/4. Introduction to Statsmodels.srt 19.4 KB 10. Time Series Analysis/4.1 Statsmodels Docs.html 105 B 10. Time Series Analysis/5. ETS Theory.mp4 7.7 MB 10. Time Series Analysis/5. ETS Theory.srt 6.4 KB 10. Time Series Analysis/6. EWMA Theory.mp4 5.2 MB 10. Time Series Analysis/6. EWMA Theory.srt 4.3 KB 10. Time Series Analysis/6.1 EWMA on Investopedia.html 109 B 10. Time Series Analysis/7. EWMA Code Along.mp4 35.4 MB 10. Time Series Analysis/7. EWMA Code Along.srt 21.6 KB 10. Time Series Analysis/8. ETS Code Along.mp4 14.8 MB 10. Time Series Analysis/8. ETS Code Along.srt 9.5 KB 10. Time Series Analysis/9. ARIMA Theory.mp4 17.3 MB 10. Time Series Analysis/9. ARIMA Theory.srt 14.7 KB 10. Time Series Analysis/9.1 Really great link describing ARIMA ACF and PACF plots.html 103 B 11. Python Finance Fundamentals/1. Welcome to Finance Fundamentals.mp4 4.4 MB 11. Python Finance Fundamentals/1. Welcome to Finance Fundamentals.srt 939 B 11. Python Finance Fundamentals/10. Key Financial Topics.mp4 2 MB 11. Python Finance Fundamentals/10. Key Financial Topics.srt 1.5 KB 11. Python Finance Fundamentals/11. Types of Funds.mp4 11.4 MB 11. Python Finance Fundamentals/11. Types of Funds.srt 9 KB 11. Python Finance Fundamentals/11.1 Hedge Funds.html 110 B 11. Python Finance Fundamentals/11.2 Mutual Fund.html 111 B 11. Python Finance Fundamentals/11.3 ETFs.html 104 B 11. Python Finance Fundamentals/12. Order Books.mp4 25.7 MB 11. Python Finance Fundamentals/12. Order Books.srt 22.5 KB 11. Python Finance Fundamentals/12.1 Talk about HFT by Brad Katsuyama.html 104 B 11. Python Finance Fundamentals/12.2 Order Books.html 111 B 11. Python Finance Fundamentals/13. Short Selling.mp4 4.8 MB 11. Python Finance Fundamentals/13. Short Selling.srt 3.6 KB 11. Python Finance Fundamentals/13.1 Short Selling.html 113 B 11. Python Finance Fundamentals/14. CAPM - Capital Asset Pricing Model.mp4 9.8 MB 11. Python Finance Fundamentals/14. CAPM - Capital Asset Pricing Model.srt 7.3 KB 11. Python Finance Fundamentals/14.1 CAPM.html 105 B 11. Python Finance Fundamentals/15. CAPM Code Along.mp4 27.6 MB 11. Python Finance Fundamentals/15. CAPM Code Along.srt 15.3 KB 11. Python Finance Fundamentals/15.1 SPY.csv 140.4 KB 11. Python Finance Fundamentals/16. Stock Splits and Dividends.mp4 6.3 MB 11. Python Finance Fundamentals/16. Stock Splits and Dividends.srt 4.9 KB 11. Python Finance Fundamentals/16.1 Splits and Dividends.html 158 B 11. Python Finance Fundamentals/17. EMH.mp4 3.9 MB 11. Python Finance Fundamentals/17. EMH.srt 2.9 KB 11. Python Finance Fundamentals/17.1 EMH.html 126 B 11. Python Finance Fundamentals/2. Introduction to Python Finance Fundamentals.mp4 1.7 MB 11. Python Finance Fundamentals/2. Introduction to Python Finance Fundamentals.srt 1.1 KB 11. Python Finance Fundamentals/2.1 Python Finance Fundamentals Slides.html 138 B 11. Python Finance Fundamentals/3. Sharpe Ratio Slides.mp4 13.5 MB 11. Python Finance Fundamentals/3. Sharpe Ratio Slides.srt 10.7 KB 11. Python Finance Fundamentals/3.1 Investopedia Sharpe Ratio.html 112 B 11. Python Finance Fundamentals/4. Portfolio Allocation Code Along Part One.mp4 39.7 MB 11. Python Finance Fundamentals/4. Portfolio Allocation Code Along Part One.srt 21.3 KB 11. Python Finance Fundamentals/5. Portfolio Allocation Code Along Part Two.mp4 14 MB 11. Python Finance Fundamentals/5. Portfolio Allocation Code Along Part Two.srt 10.1 KB 11. Python Finance Fundamentals/6. Portfolio Optimization.mp4 9.5 MB 11. Python Finance Fundamentals/6. Portfolio Optimization.srt 7.5 KB 11. Python Finance Fundamentals/7. Portfolio Optimization Code Along One.mp4 31.4 MB 11. Python Finance Fundamentals/7. Portfolio Optimization Code Along One.srt 21.4 KB 11. Python Finance Fundamentals/8. Portfolio Optimization Code Along Two.mp4 17.3 MB 11. Python Finance Fundamentals/8. Portfolio Optimization Code Along Two.srt 10.9 KB 11. Python Finance Fundamentals/9. Portfolio Optimization Code Along Three.mp4 46.2 MB 11. Python Finance Fundamentals/9. Portfolio Optimization Code Along Three.srt 24.1 KB 12. Basics of Algorithmic Trading with Quantopian/1. Welcome to the Quantopian Section.mp4 3 MB 12. Basics of Algorithmic Trading with Quantopian/1. Welcome to the Quantopian Section.srt 624 B 12. Basics of Algorithmic Trading with Quantopian/10. Trading Algorithm Exercise Solutions Part One.mp4 26.4 MB 12. Basics of Algorithmic Trading with Quantopian/10. Trading Algorithm Exercise Solutions Part One.srt 18.8 KB 12. Basics of Algorithmic Trading with Quantopian/11. Trading Algorithm Exercise Solutions Part Two.mp4 4.9 MB 12. Basics of Algorithmic Trading with Quantopian/11. Trading Algorithm Exercise Solutions Part Two.srt 4.1 KB 12. Basics of Algorithmic Trading with Quantopian/12. Quantopian Pipelines Factors.mp4 37.8 MB 12. Basics of Algorithmic Trading with Quantopian/12. Quantopian Pipelines Factors.srt 24.9 KB 12. Basics of Algorithmic Trading with Quantopian/13. Quantopian Pipelines Filters.mp4 15.8 MB 12. Basics of Algorithmic Trading with Quantopian/13. Quantopian Pipelines Filters.srt 9 KB 12. Basics of Algorithmic Trading with Quantopian/14. Quantopian Pipeline - Masking and Classifiers.mp4 25.4 MB