kdchang / DataScience101

This is a Data Science Learning book with Python for beginner

Data Science 101

This is a Data Science Learning book and note for beginner (Machine Learning/Deep Learning/Data Mining/Artificial Intelligence/Natural Language Processing/Data Analysis)

Content of table

1. Basic
2. Advance

Documents

1. Titanic: Machine Learning from Disaster
2. Intro to Data Analysis
3. Intro to Machine Learning
4. Deep Learning
5. Intro to Artificial Intelligence
6. SIRAJ RAVAL'S DEEP LEARNING
7. Fast.ai
8. Dataquest
9. Siraj Raval
10. Floyd Hub
11. Data Camp
12. Kaggle
13. kdnuggets
14. r-bloggers

Courses

1. Kaggle Python Tutorial on Machine Learning

Math

1. Differential calculus
2. Linear algebra