SyedUmairCodes/ossu-data-science

My Repository of notes from the OSSU Data Science Curriculum

This repository contains all of notes or links to them that I took while taking the OSSU Data Science Curriculum.

I also have added some more resources that I have used as well.

Introduction to Data Science

• Introduction to Data Science
• Introduction to Data

Introduction to Programming and Python

• Python for Everybody
• MIT CS6001L Introduction to CS and Programming using Python
• Python Crash Course - 3rd Edition
• Python for Computer Science
• Introduction to Computational thinking for computer science

Data Structures and Algorithms

• Java MOOC
• Introduction to Algorithms - Book
• Data Structures and Alogrithms in Java - FCC
• Algorithms 1
• Algorithms 2
• Algorithms 3
• Algorithms 4

Databases

• Mastering MongoDB
• MySQL Crash Course
• Learn PostgreSQL
• MongoDB Certified developer
• Database warehousing
• CS4320 - Cornell

Calculus

Linear Algebra

Statistics and Probability

Data Science Tools

Machine Learning and AI

• Business problem solving with AI

Cloud Computing

• Cloud Computing for Scale

Extra curricular

• User experience design
• Clean Code

Projects