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Machine Learning For Us

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Class01

In Class01 we meet each other and get acquainted with the PCs in the lab. If you bring your own laptop, that should work better than the lab computers. Initially we work on install of VirtualBox. Other topics:

  • Test Driven Development (manual)
  • Rails
  • selenium-webdriver
  • Capybara
  • RSpec
  • Test Driven Development (automated)

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Class02

In Class02 we review topics and techniques from Class01. Eventually, your projects will be to deploy ML apps; the topics below will help you. So, in Class02, we focus on the topics listed below:

  • AWS
  • Linux
  • Git
  • Heroku

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Class03

In Class03 we review topics and techniques from Class01 and Class02. Then, look at the topics listed below and work towards transforming understanding into projects:

  • Linear Algebra
  • NumPy
  • Pandas
  • SQL
  • Linear Regression

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