Section: Lecture materials | Principles and methods of data analysis in energy industry | ДН ІФНТУНГ

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Section outline

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  Books covering the course materials
  
  Select activity Book on data analysis
  
  Book on data analysis URL
  
  Students must
  
  Mark as done
  
  Select activity Book on elements of data science
  
  Book on elements of data science URL
  
  Select activity Book on python
  
  Book on python URL
  
  Students must
  
  Mark as done
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  Lecture 1 - Exploratory Data Analysis & Python Foundations
  
  Select activity Lecture 1 Presentation
  
  Lecture 1 Presentation File
  
  Select activity Lecture 1 Notes
  
  Lecture 1 Notes File
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  Lecture 2 - Plotting, DataFrames, and Distributions
  
  Select activity Lecture 2 Presentation
  
  Lecture 2 Presentation File
  
  Select activity Lecture 2 Notes
  
  Lecture 2 Notes File
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  Lecture 3 - Probability Mass, Cumulative, and Density Functions
  
  Select activity Lecture 3 presentation
  
  Lecture 3 presentation File
  
  Select activity Lecture 3 Notes
  
  Lecture 3 Notes File
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  Lecture 4 -Relationships Between Variables and Correlation
  
  Select activity Lecture 4 Presentation
  
  Lecture 4 Presentation File
  
  Select activity Lecture 4 Notes
  
  Lecture 4 Notes File
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  Lecture 5 - Estimation and hypothesis testing
  
  Select activity Lecture 5 Presentation
  
  Lecture 5 Presentation File
  
  Select activity Lecture 5 Notes
  
  Lecture 5 Notes File