Course Introduction
In the field of mathematics science, Python is already the mainstream programming language, this course is based on the Python language to explain the data analysis, machine learning, common analysis tools, data visualization and text processing technology.
Directory
00. Pre-Class preview (Python Basic and scientific Computing and data Visualization primer)
01. First talk about working environment preparation and data analysis modeling theory basis
02. Second Lecture on data acquisition and operation
03. The Third data analysis tool pandas
04. Iv. Data Visualization
05. Five Time Series data analysis
06. Sixth-Lecture Text data analysis
07. The seventh image data processing and analysis
08. Introduction to Machine learning basics and machine learning Library Scikit-learn
09. The Ninth Lecture _ Project actual combat
10. Data courseware and code
; Baidu Network Disk
2018 Python Data analysis class upgrade video tutorial with handout source
