Time Series Analysis & Forecasting for Python Hackers
3.4 (24 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
122 students enrolled

Time Series Analysis & Forecasting for Python Hackers

Stock Market Hacking with Pandas
3.4 (24 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
122 students enrolled
Created by Brian Rouse
Last updated 12/2017
English
English [Auto]
Current price: $119.99 Original price: $199.99 Discount: 40% off
1 day left at this price!
30-Day Money-Back Guarantee
This course includes
  • 2 hours on-demand video
  • 3 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
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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.
Course content
Expand all 11 lectures 01:48:35
+ Time Series Moving Averages
2 lectures 20:26
Plotting Moving Averages(MA) in a Time Series 1 of 2
07:44
Plotting Moving Averages(MA) in a Time Series 2 of 2
12:42
+ Time Series Volatility
2 lectures 26:53
Time Series Volatility 1 of 2
09:01
Time Series Volatility 2 of 2
17:52
+ Time Series Trading Strategies
2 lectures 17:19
Time Series Trading Strategies: Part 1
09:49
Time Series Trading Strategies: Part 2
07:30
+ Time Series Forecasting with Machine Learning
2 lectures 18:35
Time Series Forecasting
10:25
Time Series Machine Learning
08:10