Resources

Essential tools, platforms, and frameworks referenced throughout our curriculum. Your one-stop resource hub.

AI Tools

ChatGPT
General-purpose AI assistant
Claude
Thoughtful AI for analysis and writing
Gemini
Google's multimodal AI
Perplexity
AI-powered research engine
Cursor
AI-first code editor

Learning Platforms

fast.ai
Practical deep learning for coders
DeepLearning.AI
Andrew Ng's AI courses
Kaggle
Data science competitions and datasets
roadmap.sh
Developer roadmaps and guides
freeCodeCamp
Free coding education

Frameworks & Libraries

LangChain
LLM application framework
LangGraph
Stateful agent workflows
Hugging Face
Open-source ML hub
scikit-learn
Classical ML in Python
PyTorch
Deep learning framework

Data Tools

Pandas
Data manipulation library
DuckDB
In-process analytical database
Apache Airflow
Workflow orchestration
dbt
Data transformation tool
Great Expectations
Data quality