courses:psaw:lab_ml

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courses:psaw:lab_ml [2023/01/25 10:20] – [Materials] kktcourses:psaw:lab_ml [2025/03/31 15:04] (current) – [Learn more!] jeremi
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 ==== Materials ==== ==== Materials ====
  
-  - Q&A Session -- Instead of a lecture, a short series of keywords to "warm up" (based on the textbook):+  - Q&A Session -- a short series of keywords to "warm up" (based on the textbook):
     - What is the difference between supervised learning, unsupervised learning, and reinforcement learning?     - What is the difference between supervised learning, unsupervised learning, and reinforcement learning?
     - What is the difference between regression and classification?     - What is the difference between regression and classification?
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   * [[https://www.kdnuggets.com/2018/04/10-machine-learning-algorithms-data-scientist.html|Ten Machine Learning Algorithms You Should Know to Become a Data Scientist]]   * [[https://www.kdnuggets.com/2018/04/10-machine-learning-algorithms-data-scientist.html|Ten Machine Learning Algorithms You Should Know to Become a Data Scientist]]
   * [[http://www.kdnuggets.com/2017/05/guerrilla-guide-machine-learning-python.html|The Guerrilla Guide to Machine Learning with Python]] ("a complete course for the quick study hacker with no time (or patience) to spare")   * [[http://www.kdnuggets.com/2017/05/guerrilla-guide-machine-learning-python.html|The Guerrilla Guide to Machine Learning with Python]] ("a complete course for the quick study hacker with no time (or patience) to spare")
-  * [[https://www.lenwood.cc/2014/05/13/12-free-data-mining-books/|14 Free (as in beer) Data Mining Books]]+  * FIXME [[https://www.lenwood.cc/2014/05/13/12-free-data-mining-books/|14 Free (as in beer) Data Mining Books]]
   * ML courses at Coursera.org:   * ML courses at Coursera.org:
     * [[https://www.coursera.org/learn/machine-learning|Machine learning]]     * [[https://www.coursera.org/learn/machine-learning|Machine learning]]
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     * [[https://www.coursera.org/specializations/jhu-data-science|Data Science specialization]]     * [[https://www.coursera.org/specializations/jhu-data-science|Data Science specialization]]
  
-  * [[https://www.kdnuggets.com/2018/03/what-machine-learning-isnt.html|What Machine Learning Isn't]]+  * [[https://steelkiwi.com/blog/what-is-machine-learning/|What is Machine Learning and What is It Not?]]
  • courses/psaw/lab_ml.1674642023.txt.gz
  • Last modified: 3 years ago
  • by kkt