Intro to Data Science & Machine Learning

My journey to learn fast-paced Machine Learning using Tensor Flow APIs, Sklearn and Data Science from a variety of sources.

Resources

Sections Hyperlinks

• Introduction
• Lectures
• Courses
• Competitions
• DataSet Repositories
• RoadMaps
• Project Ideas
• Interview Questions

Links

Introduction

• FreeCodeCamp - Data Science General Course

Lectures

• MIT - Introduction to Computer Science and Programming in Python
• MIT - Introduction to Computational Thinking and Data Science

Courses

• Google - Machine Learning Crash Course with TensorFlow APIs
• DataQuest
• DataCamp
• Kaggle

Competitions

• Kaggle Competitions

DataSet Repositories

• Archives ICS
• Data Gov

RoadMaps

• Machine Learning Roadmap 2020

Interview Questions

• stratascratch

Project Ideas

• Data Fair - Machine Learning Project Ideas