| 1. Bonus Lecture.html | 512 B | ||
| 1. Course Installation Help Notes.html | 1.1 KB | ||
| 1. Introduction to Course.mp4 | 8.5 MB | ||
| 1. Introduction to Course.srt | 3.1 KB | ||
| 1. Introduction to Data Sources.mp4 | 2.5 MB | ||
| 1. Introduction to Data Sources.srt | 2.1 KB | ||
| 1. Welcome to Finance Fundamentals.mp4 | 4.4 MB | ||
| 1. Welcome to Finance Fundamentals.srt | 921.6 B | ||
| 1. Welcome to NumPy.mp4 | 2.8 MB | ||
| 1. Welcome to NumPy.srt | 512 B | ||
| 1. Welcome to Pandas for Time Series.mp4 | 1.6 MB | ||
| 1. Welcome to Pandas for Time Series.srt | 307.2 B | ||
| 1. Welcome to Pandas.mp4 | 2.7 MB | ||
| 1. Welcome to Pandas.srt | 512 B | ||
| 1. Welcome to Time Series Analysis.mp4 | 4.2 MB | ||
| 1. Welcome to Time Series Analysis.srt | 921.6 B | ||
| 1. Welcome to Trading Algorithms.mp4 | 1.5 MB | ||
| 1. Welcome to Trading Algorithms.srt | 1.2 KB | ||
| 1. Welcome to Visualization.mp4 | 2.9 MB | ||
| 1. Welcome to Visualization.srt | 614.4 B | ||
| 1. Welcome to the Capstone Project!.mp4 | 3.9 MB | ||
| 1. Welcome to the Capstone Project!.srt | 819.2 B | ||
| 1. Welcome to the Python Crash Course.mp4 | 2.3 MB | ||
| 1. Welcome to the Python Crash Course.srt | 409.6 B | ||
| 1. Welcome to the Quantopian Section.mp4 | 3 MB | ||
| 1. Welcome to the Quantopian Section.srt | 614.4 B | ||
| 1.1 Data Sources Slides.html | 102.4 B | ||
| 10. ACF and PACF.mp4 | 11.6 MB | ||
| 10. ACF and PACF.srt | 8.8 KB | ||
| 10. Key Financial Topics.mp4 | 2 MB | ||
| 10. Key Financial Topics.srt | 1.5 KB | ||
| 10. Pandas Common Operations.mp4 | 26.1 MB | ||
| 10. Pandas Common Operations.srt | 16.9 KB | ||
| 10. Pandas Visualization Exercise Overview.mp4 | 5.6 MB | ||
| 10. Pandas Visualization Exercise Overview.srt | 5.6 MB | ||
| 10. Stock Sentiment Analysis Project.mp4 | 35.3 MB | ||
| 10. Stock Sentiment Analysis Project.srt | 23.9 KB | ||
| 10. Trading Algorithm Exercise Solutions Part One.mp4 | 26.4 MB | ||
| 10. Trading Algorithm Exercise Solutions Part One.srt | 18.8 KB | ||
| 11. ARIMA with Statsmodels.mp4 | 25.8 MB | ||
| 11. ARIMA with Statsmodels.srt | 17.2 KB | ||
| 11. Data Input and Output.mp4 | 35.9 MB | ||
| 11. Data Input and Output.srt | 20 KB | ||
| 11. Pandas Visualization Exercise Solutions.mp4 | 32.3 MB | ||
| 11. Pandas Visualization Exercise Solutions.srt | 12.6 KB | ||
| 11. Trading Algorithm Exercise Solutions Part Two.mp4 | 4.9 MB | ||
| 11. Trading Algorithm Exercise Solutions Part Two.srt | 4.1 KB | ||
| 11. Types of Funds.mp4 | 11.4 MB | ||
| 11. Types of Funds.srt | 9 KB | ||
| 11. What are Futures.mp4 | 16.6 MB | ||
| 11. What are Futures.srt | 12.8 KB | ||
| 11.1 Hedge Funds.html | 102.4 B | ||
| 11.1 Rules for getting p,d,q.html | 102.4 B | ||
| 11.2 Mutual Fund.html | 102.4 B | ||
| 11.3 ETFs.html | 102.4 B | ||
| 12. Futures on Quantopian.mp4 | 47.7 MB | ||
| 12. Futures on Quantopian.srt | 27.2 KB | ||
| 12. General Pandas Review Exercises.mp4 | 8.7 MB | ||
| 12. General Pandas Review Exercises.srt | 5.4 KB | ||
| 12. Order Books.mp4 | 25.7 MB | ||
| 12. Order Books.srt | 22.5 KB | ||
| 12. Quantopian Pipelines Factors.mp4 | 37.8 MB | ||
| 12. Quantopian Pipelines Factors.srt | 24.9 KB | ||
| 12. Quick Note on Second Milk Difference!.html | 716.8 B | ||
| 12.1 Talk about HFT by Brad Katsuyama.html | 102.4 B | ||
| 12.2 Order Books.html | 102.4 B | ||
| 13. ARIMA Code Part Two.mp4 | 32.3 MB | ||
| 13. ARIMA Code Part Two.srt | 19 KB | ||
| 13. Futures on Quantopian Part Two.mp4 | 60.3 MB | ||
| 13. Futures on Quantopian Part Two.srt | 30.9 KB | ||
| 13. General Pandas Exercise Solutions.mp4 | 33.9 MB | ||
| 13. General Pandas Exercise Solutions.srt | 18.7 KB | ||
| 13. Quantopian Pipelines Filters.mp4 | 15.8 MB | ||
| 13. Quantopian Pipelines Filters.srt | 9 KB | ||
| 13. Short Selling.mp4 | 4.8 MB | ||
| 13. Short Selling.srt | 3.6 KB | ||
| 13.1 Short Selling.html | 102.4 B | ||
| 14. ARIMA Code Part Three.mp4 | 15.1 MB | ||
| 14. ARIMA Code Part Three.srt | 9.8 KB | ||
| 14. CAPM - Capital Asset Pricing Model.mp4 | 9.8 MB | ||
| 14. CAPM - Capital Asset Pricing Model.srt | 7.3 KB | ||
| 14. Quantopian Pipeline - Masking and Classifiers.mp4 | 25.4 MB | ||
| 14. Quantopian Pipeline - Masking and Classifiers.srt | 13.6 KB | ||
| 14.1 CAPM.html | 102.4 B | ||
| 15. ARIMA Code Part Four.mp4 | 35.1 MB | ||
| 15. ARIMA Code Part Four.srt | 20 KB | ||
| 15. CAPM Code Along.mp4 | 27.6 MB | ||
| 15. CAPM Code Along.srt | 15.3 KB | ||
| 15.1 SPY.csv | 140.4 KB | ||
| 16. Discussion on choosing PDQ.html | 409.6 B | ||
| 16. Stock Splits and Dividends.mp4 | 6.3 MB | ||
| 16. Stock Splits and Dividends.srt | 4.9 KB | ||
| 16.1 Splits and Dividends.html | 204.8 B | ||
| 17. EMH.mp4 | 3.9 MB | ||
| 17. EMH.srt | 2.9 KB | ||
| 17.1 EMH.html | 102.4 B | ||
| 2. Course Installation Guide.mp4 | 20.7 MB | ||
| 2. Course Installation Guide.srt | 13.9 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 | ||
| 2. Introduction to Crash Course.mp4 | 2.4 MB | ||
| 2. Introduction to Crash Course.srt | 2.1 KB | ||
| 2. Introduction to NumPy.mp4 | 3.1 MB | ||
| 2. Introduction to NumPy.srt | 2.5 KB | ||
| 2. Introduction to Pandas.mp4 | 5 MB | ||
| 2. Introduction to Pandas.srt | 4.1 KB | ||
| 2. Introduction to Python Finance Fundamentals.mp4 | 1.7 MB | ||
| 2. Introduction to Python Finance Fundamentals.srt | 1.1 KB | ||
| 2. Introduction to Quantopian.mp4 | 31 MB | ||
| 2. Introduction to Quantopian.srt | 16.4 KB | ||
| 2. Introduction to Time Series with Pandas.mp4 | 1.8 MB | ||
| 2. Introduction to Time Series with Pandas.srt | 1.2 KB | ||
| 2. Introduction to Time Series.mp4 | 5.3 MB | ||
| 2. Introduction to Time Series.srt | 4.7 KB | ||
| 2. Introduction to Visualization in Python.mp4 | 3.5 MB | ||
| 2. Introduction to Visualization in Python.srt | 2.8 KB | ||
| 2. Note on Pandas Datareader.html | 307.2 B | ||
| 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 | ||
| 2. Stock Market Analysis Project.mp4 | 26.8 MB | ||
| 2. Stock Market Analysis Project.srt | 11.5 KB | ||
| 2.1 Capstone Project Slides.html | 102.4 B | ||
| 2.1 Link to Py Crash Course Slides.html | 102.4 B | ||
| 2.1 Numpy Slides.html | 102.4 B | ||
| 2.1 Pandas Slides.html | 102.4 B | ||
| 2.1 Pandas Time Series Slides.html | 102.4 B | ||
| 2.1 Python Finance Fundamentals Slides.html | 102.4 B | ||
| 2.1 Python-for-Finance-Repo-master.zip | 12.5 MB | ||
| 2.1 Quantopian Slides.html | 102.4 B | ||
| 2.1 Time Series Analysis Slides.html | 102.4 B | ||
| 2.1 Visualization Slides.html | 102.4 B | ||
| 2.2 Google Drive Download Link for Alternative yml environment file (click download since no preview available).html | 102.4 B | ||
| 2.3 More info on Conda Environments.html | 102.4 B | ||
| 3. Datetime Index.mp4 | 18.3 MB | ||
| 3. Datetime Index.srt | 14.4 KB | ||
| 3. Did you skip the last lecture Please go back and view it!.html | 716.8 B | ||
| 3. Matplotlib Basics - Part One.mp4 | 41.6 MB | ||
| 3. Matplotlib Basics - Part One.srt | 26.1 KB | ||
| 3. Note on get_fundamentals.html | 409.6 B | ||
| 3. NumPy Arrays.mp4 | 31.9 MB | ||
| 3. NumPy Arrays.srt | 24.9 KB | ||
| 3. Pandas DataReader.mp4 | 9.8 MB | ||
| 3. Pandas DataReader.srt | 6.8 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 | ||
| 3. Python Crash Course Part One.mp4 | 38 MB | ||
| 3. Python Crash Course Part One.srt | 27.6 KB | ||
| 3. Series.mp4 | 15.3 MB | ||
| 3. Series.srt | 9.9 KB | ||
| 3. Sharpe Ratio Slides.mp4 | 13.5 MB | ||
| 3. Sharpe Ratio Slides.srt | 10.7 KB | ||
| 3. Stock Market Analysis Project Solutions Part One.mp4 | 63.4 MB | ||
| 3. Stock Market Analysis Project Solutions Part One.srt | 28.3 KB | ||
| 3. Time Series Basics.mp4 | 6.9 MB | ||
| 3. Time Series Basics.srt | 6.7 KB | ||
| 3.1 Investopedia Sharpe Ratio.html | 102.4 B | ||
| 3.1 Optional Reading on Order Book.html | 102.4 B | ||
| 3.2 Optional Reading about how to understand Options.html | 102.4 B | ||
| 3.3 Docs for Pandas DataReader.html | 102.4 B | ||
| 4. Course FAQ.html | 1.8 KB | ||
| 4. DataFrames.mp4 | 43.9 MB | ||
| 4. DataFrames.srt | 20.5 KB | ||
| 4. Introduction to Statsmodels.mp4 | 39.5 MB | ||
| 4. Introduction to Statsmodels.srt | 19.4 KB | ||
| 4. Matplotlib Basics - Part Two.mp4 | 33.9 MB | ||
| 4. Matplotlib Basics - Part Two.srt | 19.9 KB | ||
| 4. Numpy Operations.mp4 | 9.5 MB | ||
| 4. Numpy Operations.srt | 7.5 KB | ||
| 4. Portfolio Allocation Code Along Part One.mp4 | 39.7 MB | ||
| 4. Portfolio Allocation Code Along Part One.srt | 21.3 KB | ||
| 4. Python Crash Course Part Two.mp4 | 24.2 MB | ||
| 4. Python Crash Course Part Two.srt | 20.5 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 | ||
| 4. Quandl.mp4 | 27.1 MB | ||
| 4. Quandl.srt | 15.4 KB | ||
| 4. Quantopian Research Basics.mp4 | 38.6 MB | ||
| 4. Quantopian Research Basics.srt | 25.8 KB | ||
| 4. Quick note.html | 307.2 B | ||
| 4. Time Resampling.mp4 | 34.7 MB | ||
| 4. Time Resampling.srt | 19.3 KB | ||
| 4.1 Python-for-Finance-Repo-master.zip | 12.6 MB | ||
| 4.1 Statsmodels Docs.html | 102.4 B | ||
| 5. DataFrames Part Two.mp4 | 46 MB | ||
| 5. DataFrames Part Two.srt | 23.3 KB | ||
| 5. ETS Theory.mp4 | 7.7 MB | ||
| 5. ETS Theory.srt | 6.4 KB | ||
| 5. Matplotlib Part Three.mp4 | 32.2 MB | ||
| 5. Matplotlib Part Three.srt | 16.5 KB | ||
| 5. Numpy Indexing.mp4 | 20.3 MB | ||
| 5. Numpy Indexing.srt | 16.3 KB | ||
| 5. Pipeline Trading Algorithm Code along Part Three.mp4 | 50.6 MB | ||
| 5. Pipeline Trading Algorithm Code along Part Three.srt | 27.1 KB | ||
| 5. Portfolio Allocation Code Along Part Two.mp4 | 14 MB | ||
| 5. Portfolio Allocation Code Along Part Two.srt | 10.1 KB | ||
| 5. Python Crash Course Part Three.mp4 | 28.6 MB | ||
| 5. Python Crash Course Part Three.srt | 22.4 KB | ||
| 5. Quantopian Algorithms Basics Part One.mp4 | 33.3 MB | ||
| 5. Quantopian Algorithms Basics Part One.srt | 25.1 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 | ||
| 5. Time Shifts.mp4 | 17.1 MB | ||
| 5. Time Shifts.srt | 9.2 KB | ||
| 6. DataFrames Part Three.mp4 | 20.5 MB | ||
| 6. DataFrames Part Three.srt | 11.7 KB | ||
| 6. EWMA Theory.mp4 | 5.2 MB | ||
| 6. EWMA Theory.srt | 4.3 KB | ||
| 6. Leverage.mp4 | 28.9 MB | ||
| 6. Leverage.srt | 20.4 KB | ||
| 6. Matplotlib Exercise.mp4 | 10.3 MB | ||
| 6. Matplotlib Exercise.srt | 6.1 KB | ||
| 6. NumPy Review Exercise.mp4 | 14.7 MB | ||
| 6. NumPy Review Exercise.srt | 7 KB | ||
| 6. Pandas Rolling and Expanding.mp4 | 38.7 MB | ||
| 6. Pandas Rolling and Expanding.srt | 26.9 KB | ||
| 6. Portfolio Optimization.mp4 | 9.5 MB | ||
| 6. Portfolio Optimization.srt | 7.5 KB | ||
| 6. Python Crash Course Exercises.mp4 | 12.5 MB | ||
| 6. Python Crash Course Exercises.srt | 6.7 KB | ||
| 6. Quantopian Algorithms Basics Part Two.mp4 | 33.9 MB | ||
| 6. Quantopian Algorithms Basics Part Two.srt | 26.4 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 | ||
| 6.1 EWMA on Investopedia.html | 102.4 B | ||
| 6.1 Explanation of Drawdown.html | 102.4 B | ||
| 7. EWMA Code Along.mp4 | 35.4 MB | ||
| 7. EWMA Code Along.srt | 21.6 KB | ||
| 7. First Trading Algorithm - Part One.mp4 | 36.5 MB | ||
| 7. First Trading Algorithm - Part One.srt | 23.5 KB | ||
| 7. Hedging.mp4 | 31.3 MB | ||
| 7. Hedging.srt | 20.9 KB | ||
| 7. Matplotlib Exercise Solutions.mp4 | 31 MB | ||
| 7. Matplotlib Exercise Solutions.srt | 12 KB | ||
| 7. Missing Data.mp4 | 13.1 MB | ||
| 7. Missing Data.srt | 8.3 KB | ||
| 7. Numpy Exercise Solutions.mp4 | 27.1 MB | ||
| 7. Numpy Exercise Solutions.srt | 14.3 KB | ||
| 7. Portfolio Optimization Code Along One.mp4 | 31.4 MB | ||
| 7. Portfolio Optimization Code Along One.srt | 21.4 KB | ||
| 7. Python Crash Course Exercise Solutions.mp4 | 22.2 MB | ||
| 7. Python Crash Course Exercise Solutions.srt | 13.2 KB | ||
| 8. ETS Code Along.mp4 | 14.8 MB | ||
| 8. ETS Code Along.srt | 9.5 KB | ||
| 8. First Trading Algorithm - Part Two.mp4 | 36.5 MB | ||
| 8. First Trading Algorithm - Part Two.srt | 23.8 KB | ||
| 8. Group By with Pandas.mp4 | 16.1 MB | ||
| 8. Group By with Pandas.srt | 9.2 KB | ||
| 8. Hedging- Part Two.mp4 | 35.7 MB | ||
| 8. Hedging- Part Two.srt | 20.1 KB | ||
| 8. Pandas Visualization Overview.mp4 | 31.5 MB | ||
| 8. Pandas Visualization Overview.srt | 17.2 KB | ||
| 8. Portfolio Optimization Code Along Two.mp4 | 17.3 MB | ||
| 8. Portfolio Optimization Code Along Two.srt | 10.9 KB | ||
| 9. ARIMA Theory.mp4 | 17.3 MB | ||
| 9. ARIMA Theory.srt | 14.7 KB | ||
| 9. Merging, Joining, and Concatenating DataFrames.mp4 | 28.8 MB | ||
| 9. Merging, Joining, and Concatenating DataFrames.srt | 13.7 KB | ||
| 9. Pandas Time Series Visualization.mp4 | 39.7 MB | ||
| 9. Pandas Time Series Visualization.srt | 26.2 KB | ||
| 9. Portfolio Analysis with PyFolio.mp4 | 36.8 MB | ||
| 9. Portfolio Analysis with PyFolio.srt | 24.6 KB | ||
| 9. Portfolio Optimization Code Along Three.mp4 | 46.2 MB | ||
| 9. Portfolio Optimization Code Along Three.srt | 24.1 KB | ||
| 9. Trading Algorithm Exercise.mp4 | 8.9 MB | ||
| 9. Trading Algorithm Exercise.srt | 7.6 KB | ||
| 9.1 Really great link describing ARIMA ACF and PACF plots.html | 102.4 B | ||
| [FreeCourseWorld.Com].url | 102.4 B | ||
| ▲ 267 total files | |||
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
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