View Code? Open in Web Editor
NEW
This project forked from saadhaxxan/learn-data-science-in-3-months
Course Curriculum and Resources for Learning Data Science in 3 Months
learn-data-science-in-3-months's Introduction
Learn_Data_Science_in_3_Months
Accelerated Learning Techniques
- Watch videos at 2x or 3x speed using a browser extension
- Handwrite notes as you watch for memory retention
- Immerse yourself in the community
Week 2 - Statistics & Probability
Week 3 Data Pre-processing, Data Visualization, Exploratory Data Analysis
- Try your best at a competition of your choice from Kaggle.
- Use Kaggle Learn as a helpful guide
Month 2 - Machine Learning
Math of Machine Learning Cheat Sheets
Week 1-2 - Algorithms & Machine Learning
Week 4 - Kaggle Project #2
- Try your best at a competition of your choice from Kaggle. Make sure to add great documentation to your github repository! Github is the new resume.
Month 3 - Real-World Tools
Week 1 Databases (SQL + NoSQL)
Week 2 Hadoop & Map Reduce + Spark
- Try your best at a competition of your choice from Kaggle.
learn-data-science-in-3-months's People
Contributors