Basic course needed for data science
Jon Snow / 2019-11-07
All the course suggestion come from blog http://www.juyang.co/phd%e8%bd%ac%e8%a1%8c%e4%b9%8b%e8%b7%af/
Beginner:
Intro to Computer Science Free
(https://www.udacity.com/course/intro-to-computer-science–cs101)
Programming Foundations with Python Free
(https://www.udacity.com/course/programming-foundations-with-python–ud036)
Design of Computer Programs
(https://www.udacity.com/course/design-of-computer-programs–cs212)
Essential Data Structures in C/C++
(http://www.cs.columbia.edu/~jae/3136/)
Introduction to Algorithms
Data Analyst Nanodegree
(https://www.udacity.com/course/data-analyst-nanodegree–nd002)
Intro to Statistics
(https://www.udacity.com/course/intro-to-statistics–st101)
Intro to Descriptive Statistics
https://www.udacity.com/course/intro-to-descriptive-statistics–ud827
Intro to Inferential Statistics
https://www.udacity.com/course/intro-to-inferential-statistics–ud201
Time Series Forecasting
https://www.udacity.com/course/time-series-forecasting–ud980
https://www.udacity.com/course/intro-to-data-analysis–ud170
https://www.udacity.com/course/data-wrangling-with-mongodb–ud032
Intro to Machine Learning
https://www.udacity.com/course/intro-to-machine-learning–ud120
Machine Learning