Stock Market Hacking with Pandas
- Free tutorial
- Rating: 4.8 out of 54.8 (34 ratings)
- 834 students
- 1hr 49min of on-demand video
- Created by Brian Rouse
- English
What you’ll learn
- Time Series Analysis
- Anaconda IDE
- Time Series Forecasting
- Jupyter IDE
- Pandas Library
- Matplotlib
- Data Visualization
- Machine Learning
- Web Scraping
- Stock Market Analysis
Requirements
- Download free Anaconda IDE
Description
Time Series Analysis & Forecasting | Stock Market Hacking with Pandas is a course for those interested in Time Series Analysis & Forecasting, or Stock Market Hacking with Pandas. You will learn how to procure data from the cloud, scraping it from the web and saving it for local hacking. You will gain general knowledge of the S&P 500 and how it works. You will learn how to hack and analyze data in a given period or time series to make future predictions. You will learn how to use machine learning algorithms to make predictions of your time series model. Here is an additional summary of what is taught in this course, to see a complete course outline please view curriculum.
- WEB SCRAPING STOCK DATA
- SAVING STOCK DATA FOR LOCAL HACKING
- HACK FORTUNE 500 COMPANY STOCK DATA
- ANALYZE TIME SERIES BETWEEN COMPANIES
- HOW TO VISUALIZE TRADING STRATEGIES
- HOW TO FORMULATE TRADING STRATEGIES
- ANALYZING TRADING STRATEGIES WITH A TIME SERIES
Who this course is for:
- Anyone who wants to learn Time Series Analysis and Forecasting with an emphasis on S&P 500.
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Course content
6 sections • 11 lectures • 1h 48m total lengthCollapse all sections
Introduction1 lecture • 5min
- Introduction04:59
Web Scrape and Plot a Time Series2 lectures • 20min
- Web Scraping Stock Data10:31
- Save, Process, and Plot a Time Series09:52
Time Series Moving Averages2 lectures • 20min
- Plotting Moving Averages(MA) in a Time Series 1 of 207:44
- Plotting Moving Averages(MA) in a Time Series 2 of 212:42
Time Series Volatility2 lectures • 27min
- Time Series Volatility 1 of 209:01
- Time Series Volatility 2 of 217:52
Time Series Trading Strategies2 lectures • 17min
- Time Series Trading Strategies: Part 109:49
- Time Series Trading Strategies: Part 207:30
Time Series Forecasting with Machine Learning2 lectures • 19min
- Time Series Forecasting10:25
- Time Series Machine Learning08:10
