title	Data Science from Scratch
date	2016-08-06 17:00:00 -0700
categories	Python DataScience
tags	Python DataScience

Data Science from Scratch (밑바닥부터 시작하는 데이터 과학)

• 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