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Free, Upcoming online courses: Data Analysis, R, Statistics, Machine Learning, Analytics |
Upcoming and on-demand free online courses and education in Analytics, Machine Learning, Statistics, R, and Python, from Coursera, edX, Udacity and other sources.
Here are selected online courses relevant to Analytics - thanks to John Verostek from
Boston Predictive Analytics Meetup.
See also
KDnuggets directory for analytics and data mining education online.
Data Analysis and Programming:
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PyData Videos, 47 videos from PyData 2012 Conference, New York, NY.
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Jan 22: Data Analysis [some familiarity with R], 8 weeks, Coursera.
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Mar 25: Web Intelligence and Big Data [Python, SQL, probability, statistics, matrices], 10 weeks, Coursera.
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April: Introduction to Data Science [Java or Python, some familiarity with databases], 10 weeks, Coursera.
R:
Statistics:
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Feb 20: Introduction to Statistics: Descriptive, Includes Regression, Berkeley/edX.
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Mar 25: Passion Driven Statistics using SAS OnDemand for Academics, 6 weeks, Coursera
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Apr 1: Statistics: Making Sense of Data, 8 weeks, Coursera
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On-Demand: Introduction to Statistics, 7 parts, Udacity, taught by Sebastian Thrun.
- Coursera Category: Statistics, 18 courses.
Machine Learning and Artificial Intelligence:
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Feb 18: Artificial Intelligence [Python, Object-Oriented Programming, Recursion], Berkeley/edX.
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On-Demand: Kaggle Machine Learning using Excel, Python, Random Forests, ends Sept 2013.
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On-Demand: Introduction to Artificial Intelligence, Udacity.
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On-Demand: CalTech Machine Learning, recorded from a live broadcast, including Q&A.
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TBD: Machine Learning, taught by Andrew Ng, Coursera
- Coursera Category: Artificial Intelligence, 22 courses.
Advanced Analytics:
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