Master Data & AI
Hand-picked courses, tools, and communities to accelerate your journey in Data Science, ML, AI, and Data Engineering
Data Science
4Competitions, datasets, and free courses in data science and ML
Andrew Ng's platform with specializations in ML, DL, and AI
Interactive data science and Python learning platform
Premier Medium publication for data science articles and tutorials
AI & Deep Learning
4Practical deep learning for coders โ top-down teaching approach
ML papers with linked open-source implementations
Models, datasets, and spaces for ML โ the GitHub of AI
State-of-the-art AI API for building intelligent applications
Machine Learning
4Comprehensive documentation for Python's premier ML library
Official PyTorch deep learning tutorials from Meta
Andrew Ng's Stanford ML course โ free lecture notes and materials
Practical ML with Python โ beginner to advanced
Data Engineering
4Free dbt courses โ the standard for analytics engineering
Comprehensive knowledge base for data engineering concepts
Spark, Delta Lake, and ML platform training
Official docs for the industry-standard streaming platform
LLMs & GenAI
4Complete guide to GPT-4, DALL-E, Whisper and the OpenAI API
Framework for building LLM-powered applications and agents
Comprehensive guide to prompt engineering for LLMs
Beautiful 3D visualization of how transformers work internally
Pharma & CRO Data
4Clinical Data Interchange Standards Consortium โ SDTM, ADaM
FDA guidelines for electronic data submissions
Free SAS University Edition for clinical data analysis
R Consortium initiatives for R in regulatory submissions
Research & Papers
4Latest ML research papers โ free preprints from top researchers
Search academic papers, citations, and patents in AI/ML
AI-powered academic paper search with citation graphs
Visualize connections between research papers
Communities
4Largest ML discussion community โ research papers and news
Tech news and deep discussions โ great AI and data science threads
Open-source AI research community building GPT-style models
Technical Q&A for ML, data science, and AI coding questions
Top Certifications
Industry-recognized credentials to boost your career
Google Professional ML Engineer
Google Cloud
AWS Machine Learning Specialty
Amazon Web Services
Microsoft Azure Data Scientist
Microsoft Azure
IBM Data Science Professional
IBM / Coursera
Databricks Lakehouse Fundamentals
Databricks
Snowflake SnowPro Core
Snowflake