Career Advice

A collection of resources, tutorials, and articles about Career Advice.

GitHub Repositories

• 7 High Paying Specialized Freelancing Jobs in 2025

• How to Reach $500K on Upwork

• 10 GitHub Repositories to Master Math

• 10 GitHub Repositories to Master Python

• 10 GitHub Repositories to Master Computer Science

• 10 GitHub Repositories to Master MLOps

• 10 GitHub Repositories to Master Machine Learning

Career Advice

• Top 5 Freelancer Websites Better Than Fiverr and Upwork

• Build a Strong Portfolio for Data Science Career

• Getting Addicted to Coding

• How to Learn AI the Lazy Way

• Roadmap for Becoming a Data Scientist

• Roadmap for AI Engineers

• How to Learn Python the Lazy Way

• How to Learn SQL the Lazy Way

• Free Python Resources That Can Help You Become a Pro

• 7 Things Students Are Missing in a Data Science Resume

• 7 High Paying Side Hustles for Data Scientists

• 5 Free Platforms for Building a Strong Data Science Portfolio

• 5 Portfolio Projects for Final Year Data Science Students

• How to Choose The Best Data Science Bootcamp in 2023

• 5 Mistakes I Made While Switching to Data Science Career

• How to Get Hired as Data Scientist in the GPT-4 Era

• 3 Things I Wish I Knew When I Started Data Science

Guides

• Stop Applying for Jobs!

• Collection of Guides on Mastering SQL, Python, Data Cleaning, Data Wrangling, and Exploratory Data Analysis

• 5 Super Cheat Sheets to Master Data Science

Interviews

• 26 Data Science Interview Questions You Should Know

• Top 7 Essential Cheat Sheets To Ace Your Data Science Interview

• 28 Top Data Scientist Interview Questions For All Levels (Start Here)

Free Books

• 5 Free Books on Machine Learning Algorithms You Must Read

• 5 Free Books to Learn Statistics

• 25 Free Books to Master SQL, Python, Data Science, Machine Learning, and Natural Language Processing

• 5 Free Julia Books For Data Science

• 5 Free Data Science Books You Must Read in 2023

Free Courses

• 7 Free Resource to Master LLMs

• 5 Free Online Courses to Learn Data Science Fundamentals

• 5 Free Courses on Reinforcement Learning

• Ultimate Collection of 50 Free Courses for Mastering Data Science

• 5 MIT Statistics Courses That Are Free

• A Collection Of Free Data Science Courses From Harvard, Stanford, MIT, Cornell, and Berkeley

• Collection of Free Courses to Learn Data Science, Data Engineering, Machine Learning, MLOps, and LLMOps

• Enroll in a Data Science Undergraduate Program For Free

• Read This Before You Take Any Free Data Science Course

• Enroll in a 4-year Computer Science Degree Program For Free

• 25 Free Courses to Master Data Science, Data Engineering, Machine Learning, MLOps, and Generative AI

• Generative AI with Large Language Models: Hands-On Training

• A Complete Collection of Data Science Free Courses – Part 2

• A Complete Collection of Data Science Free Courses – Part 1

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