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Time Series Data Science 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 and a copy of www.spy611.com with an eye on learning about the topics listed below:

  • Histograms
  • Scatter Plots
  • Correlation
  • Time Series Plots
  • Time Series Calculations
  • Linear Regression
  • Demo App: www.spy611.com

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Class02

In Class02 we review topics and techniques from Class01. Eventually, your projects will be to deploy TSDS 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:

  • Vectors
  • NumPy
  • Pandas
  • SQL

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