Collection of online learning resources to document self-teaching journey
- Self-compiled study materials by progress status
- Resource links are provided
- Hyperlinked public repos, if applicable, to the names
- Contents are subject to change
Note: All non-subscription based courses frequently go on sale e.g. $100 down to $15. I have not purchased any at their full retail price.
category | link | name (and GitHub repo, if applicable) |
---|---|---|
Cloud | AWS | AWS Certified Cloud Practitioner |
Data Science | Dataquest | Data Scientist |
Machine Learning | Coursera | Deep Learning✅ Neural Networks and Deep Learning |
Machine Learning | Kaggle | |
Machine Learning | Udemy | Deep Learning A-Z |
Machine Learning | 📖 | Hands-On Machine Learning with Scikit-Learn, Keras & Tensorflow |
Python | Udemy | 100 Days of Code: Python |
category | link | name | cert |
---|---|---|---|
AI | Coursera | AI for Good | 🔖 |
AI | Elements of AI | Intro to AI | 🔖 |
Machine Learning | Coursera | Machine Learning | 🔖 |
Machine Learning | Udemy | Machine Learning A-Z | 🔖 |
Python | Udemy | Automate the Boring Stuff | 🔖 |
Python | edX | CS50P: Introduction to Programming w/ Python - Final Project: In-n-Out Calorie Tracker |
🔖 |
Python | Dataquest | APIs and Web Scraping w/ Python | 🔖 |
SQL | Dataquest | SQL Fundamentals | 🔖 |
SQL | PGExercises | Postgresql exercises | None |
category | link | name |
---|---|---|
AI | Google Cloud | Introduction to Generative AI |
AI | 📖 | Artificial Intelligence: A Modern Approach (4th ed.) |
Computer Science | 📖 | A Programmer's Guide to Computer Science vol. 1 |
Data Analytics | AWS | AWS Certified Data Analytics |
Data Science | 📖 | An Introduction to Statistical Learning w/ Python |
Machine Learning | Udemy | XGBoost Deep Dive w/ Python and Pandas |
Machine Learning | Coursera | Natural Language Processing |
Microsoft Azure | Microsoft | Microsoft Azure Fundamentals |
Machine Learning | 📖 | Deep Learning |
Computer Science | 📖 | A Programmer's Guide to Computer Science vol. 2 |