[FreeAllCourse Com] Udemy - Python for Financial Analysis and Algorithmic Trading

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2.4 GB

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Added

03/02/20 at 3:18am GMT+1

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Verified by VeriPLUS

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Courses Programming

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Description

Python for Financial Analysis and Algorithmic Trading

Learn numpy , pandas , matplotlib , quantopian , finance , and more for algorithmic trading with Python!

For More Paid Udemy Courses: FreeAllCourse.Com

What you'll learn?

#Use NumPy to quickly work with Numerical Data
#Use Pandas for Analyze and Visualize Data
#Use Matplotlib to create custom plots
#Learn how to use statsmodels for Time Series Analysis
#Calculate Financial Statistics, such as Daily Returns, Cumulative Returns, Volatility, etc..
#Use Exponentially Weighted Moving Averages
#Use ARIMA models on Time Series Data
#Calculate the Sharpe Ratio
#Optimize Portfolio Allocations
#Understand the Capital Asset Pricing Model

Description

Created by Jose Portilla
Last updated 2/2020
English

File list

[FreeAllCourse Com] Udemy - Python for Financial Analysis and Algorithmic Trading
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 696 B
1. Course Introduction/4. Course FAQ.html 1.8 KB
1. Course Introduction/4.1 Python-for-Finance-Repo-master.zip.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 ETFs.html 104 B
11. Python Finance Fundamentals/11.3 Mutual Fund.html 111 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.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

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