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Releases: florian-huber/data_science_course

v0.4

03 Nov 16:36
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First draft including clustering

  • Addition of first draft of clustering chapter
  • minor text edits

v0.3

30 Oct 10:16
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v0.3 - added first versions of text handling and NLP chapters

  • four new notebook based chapters on text handling and NLP
  • basic text handling in Python
  • basic NLP techniques, e.g., tokenization, TFIDF
  • machine learning, e.g., for sentiment anlysis
  • n-grams and word vectors

v0.2

07 Sep 13:36
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First draft of first two book main sections v0.2

  • many edits and fixes
  • new sections on data acquisition and exploration

v0.1

06 Sep 11:53
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Draft of first part of the book v0.1

  • Draft of the first part of the "introduction to data science" course, covering some of the initial basics
  • initial jupyter book layout and structure
  • initial licenses and repository structure
  • Contains: first introductory sections
  • Contains: first data science basics sections
  • Not yet contains code parts and later chapters.