Data Science from Scratch (밑바닥부터 시작하는 데이터 과학)

07 Aug 2016 in Data on Data Science

원서명 : Data Science from Scratch: First Principles with Python
지은이 : Joel Grus
원서 : http://shop.oreilly.com/product/0636920033400.do
번역서 : http://www.insightbook.co.kr/books/programming-insight

출판사 예제코드 : https://github.com/insight-book/data-science-from-scratch

This posting is made in .ipynb, so the original file can be modified and executed in the Jupiter Notebook.

Location : https://github.com/DevStarSJ/Study/blob/master/Blog/Python/DataScienceFromScratch
01. 들어가며 - 2016-08-07
03. 데이터 시각화 (Visualizing Data) - 2016-08-11
04. 선형 대수 (Linear Algebra) - 2016-08-19
05. 통계 (Statistics) - 2016-08-20
06. 확률 (Probability) - 2016-08-20
07. 가설과 추론 (Hypothesis and Inference) - 2016-08-31
08. 경사 하강법 (Gradient Descent) (미완성) - 2016-09-10