Learning Resources

📚 If you're interested in a career in data or data science, here are some free resources to get you started. 📊

📊 STATISTICS

Introduction to Statistics (Open Textbook Library)

Open Intro to Statistics from John Hopkins

Understanding Statistics and Experimental Design

Guide to A/B Testing

🐍 PYTHON

Learn Python: Automate the Boring Stuff

Object-Oriented Programming in Python

Learn Python for Beginners from FreeCodeCam

⚛️ DATA SCIENCE

Principles of Data Science (OpenStax)

Data Science for Dummies

🤖 MACHINE LEARNING

Machine Learning for Absolute Beginners

Introduction to Machine Learning

📈 SQL

W3 School Interactive Learning

Practical SQL: A Beginner's Guide to Storytelling with Data

Learning SQL: Mastering SQL Fundamentals

Intro to Big Query on GCP

💨 CLOUD COMPUTING ☁️

AWS

AWS Training Bootcamp by FreeCodeCamp

Amazon Web Services in Action (2nd edition)

Guide to Elastic Compute Cloud (EC2)

Free training from Google Cloud

Zero to Hero on GCP by FreeCodeCamp

Intro to Cloud Functions (a Google Colab Walk-through)

GOOGLE CLOUD (GCP)

Microsoft Azure Fundamentals: Describe cloud concepts

Microsoft Azure Cloud (Udemy)

Azure Tutorials (GeeksforGeeks)

AZURE