Download Udemy - Python for Financial Analysis and Algorithmic Trading torrent

Udemy - Python for Financial Analysis and Algorithmic Trading

Torrent:	Udemy - Python for Financial Analysis and Algorithmic Trading
Description:	Udemy - Python for Financial Analysis and Algorithmic Trading[b] [/b] Description 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! We'll cover the following topics used by financial professionals: Python Fundamentals NumPy for High Speed Numerical Processing Pandas for Efficient Data Analysis Matplotlib for Data Visualization Using pandas-datareader and Quandl for data ingestion Pandas Time Series Analysis Techniques Stock Returns Analysis Cumulative Daily Returns Volatility and Securities Risk EWMA (Exponentially Weighted Moving Average) Statsmodels ETS (Error-Trend-Seasonality) ARIMA (Auto-regressive Integrated Moving Averages) Auto Correlation Plots and Partial Auto Correlation Plots Sharpe Ratio Portfolio Allocation Optimization Efficient Frontier and Markowitz Optimization Types of Funds Order Books Short Selling Capital Asset Pricing Model Stock Splits and Dividends Efficient Market Hypothesis Algorithmic Trading with Quantopian Futures Trading Created by Jose Portilla Last updated 2/2020 English English [Auto-generated]
Downloads:	282
Category:	Other /Tutorials
Size:	2.4 GB
Show Files »	[GigaCourse.com] Udemy - Python for Financial Analysis and Algorithmic Trading 1. Course Introduction 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 (0.7 KB) 4. Course FAQ.html (1.8 KB) 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) 1. Welcome to Time Series Analysis.srt (0.9 KB) 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 (0.1 KB) 12. Quick Note on Second Milk Difference!.html (0.7 KB) 13. ARIMA Code Part Two.mp4 (32.3 MB) 13. ARIMA Code Part Two.srt (19.0 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 (0.4 KB) 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 (0.1 KB) 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 (0.1 KB) 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 (0.1 KB) 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 (0.1 KB) 11. Python Finance Fundamentals 1. Welcome to Finance Fundamentals.mp4 (4.4 MB) 1. Welcome to Finance Fundamentals.srt (0.9 KB) 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 (0.1 KB) 11.2 Mutual Fund.html (0.1 KB) 11.3 ETFs.html (0.1 KB) 12. Order Books.mp4 (25.7 MB) 12. Order Books.srt (22.5 KB) 12.1 Talk about HFT by Brad Katsuyama.html (0.1 KB) 12.2 Order Books.html (0.1 KB) 13. Short Selling.mp4 (4.8 MB) 13. Short Selling.srt (3.6 KB) 13.1 Short Selling.html (0.1 KB) 14. CAPM - Capital Asset Pricing Model.mp4 (9.8 MB) 14. CAPM - Capital Asset Pricing Model.srt (7.3 KB) 14.1 CAPM.html (0.1 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. Stock Splits and Dividends.mp4 (6.3 MB) 16. Stock Splits and Dividends.srt (4.9 KB) 16.1 Splits and Dividends.html (0.2 KB) 17. EMH.mp4 (3.9 MB) 17. EMH.srt (2.9 KB) 17.1 EMH.html (0.1 KB) 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 (0.1 KB) 3. Sharpe Ratio Slides.mp4 (13.5 MB) 3. Sharpe Ratio Slides.srt (10.7 KB) 3.1 Investopedia Sharpe Ratio.html (0.1 KB) 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 (31.4 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 1. Welcome to the Quantopian Section.mp4 (3.0 MB) 1. Welcome to the Quantopian Section.srt (0.6 KB) 10. Trading Algorithm Exercise Solutions Part One.mp4 (26.4 MB) 10. Trading Algorithm Exercise Solutions Part One.srt (18.8 KB) 11. Trading Algorithm Exercise Solutions Part Two.mp4 (4.9 MB) 11. Trading Algorithm Exercise Solutions Part Two.srt (4.1 KB) 12. Quantopian Pipelines Factors.mp4 (37.8 MB) 12. Quantopian Pipelines Factors.srt (24.9 KB) 13. Quantopian Pipelines Filters.mp4 (15.8 MB) 13. Quantopian Pipelines Filters.srt (9.0 KB) 14. Quantopian Pipeline - Masking and Classifiers.mp4 (25.4 MB) 14. Quantopian Pipeline - Masking and Classifiers.srt (13.6 KB) 2. Introduction to Quantopian.mp4 (31.0 MB) 2. Introduction to Quantopian.srt (16.4 KB) 2.1 Quantopian Slides.html (0.1 KB) 3. Note on get_fundamentals.html (0.4 KB) 4. Quantopian Research Basics.mp4 (38.6 MB) 4. Quantopian Research Basics.srt (25.8 KB) 5. Quantopian Algorithms Basics Part One.mp4 (33.3 MB) 5. Quantopian Algorithms Basics Part One.srt (25.1 KB) 6. Quantopian Algorithms Basics Part Two.mp4 (33.9 MB) 6. Quantopian Algorithms Basics Part Two.srt (26.4 KB) 6.1 Explanation of Drawdown.html (0.1 KB) 7. First Trading Algorithm - Part One.mp4 (36.5 MB) files
Added:	2020-03-26 11:03:14
Language:	English
Peers:	Seeders : 16 , Leechers : 6
Tags:	udemy course free python financial business
Release name:	Udemy - Python for Financial Analysis and Algorithmic Trading
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