Learning
Habit & Learning Improvement
- Book: The 7 Habits of Highly Effective People - Stephen R. Covey
- Book: Atomic Habits: An Easy and Proven Way to Build Good Habits and Break Bad Ones - James Clear
- Book: Deep Work: Rules for Focused Success in a Distracted World - Cal Newport
- Book: So Good They Can't Ignore You: Why Skills Trump Passion in the Quest for Work You Love - Cal Newport
- Book: Tiny Habits: The Small Changes That Change Everything - BJ Fogg, PhD
Be familiar with computer science fundamentals
Be familiar with ethics in data science
- Book: Automating Inequality - Virginia Eubanks
- Book: Race After Technology - Ruha Benjamin
- Book: Weapons of Math Destruction - Cathy O'Neil
- YouTube: Combatting Bias in ML - Ayodele Odubela
Be proficient in Python
- Book: A Byte of Python - Swaroop Chitlur
- Book: The Python Apprentice - Robert Smallshire & Austin Bingham
- Book: Python Crash Course, 2nd Edition - Eric Matthes
- Codecademy: Learn Python 3
- Dataquest: Python for Data Science: Fundamentals
- Dataquest: Python for Data Science: Intermediate
- Treehouse: Python Basics
- Treehouse: Introducing Lists
- Udacity: Introduction to Python Programming
- Udemy: Complete Python Developer in 2020: Zero to Mastery
Be proficient in SQL
- Codecademy: Learn SQL
- Dataquest: SQL Fundamentals
- Dataquest: Intermediate SQL for Data Analysis
- Dataquest: Advanced SQL for Data Analysis
- Treehouse: Beginning SQL