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All of courses I've attended & books I've read to learn by myself Data Science.
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Dataquest done course 1 Mar 24, 2019
IBM Data Professional Certificate
ML Coursera done course 1 Mar 24, 2019
Reading ISL add reading ESL and ISL Mar 23, 2019
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README.md fix typo Apr 4, 2019

README.md

DataScienceLearning

All of courses I've attended and books I've read to learn by myself Data Science. These are listed in the order of date I've learned.

Courses

  1. Machine Learning by Andew NG on Coursera. It introduces a general idea about ML and some commonly used algorithms. My note for this course.
  2. Data Scientist path & Data Engineer path on Dataquest. Both of them contain many sub-courses covering all about Data Science. My note for this course.
  3. IBM Data Professional Certificate course on Coursera. It contains 9 sub-courses covering fundamental knowledge about data science. My note for this course.

Books

  1. An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirami.
  2. The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman.
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