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UC Berkeley
Data Science | 2025
Data engineering, ML fundamentals, probability, blockchain, poker theory, and more.
Data 101: Data Engineering
- Relational algebra as foundation for understanding query execution
- Query optimization: how the database plans and executes SQL
- Declarative language paradigm: specify what, engine figures out how
Blockchain for Developers (CS 198-077)
- Built blockchain from scratch in Python
- Solidity smart contracts: deployment, testing, ERC-20 tokens
- Web3.js integration with Ethereum
Intro to Poker (STAT 198)
- Expected value and variance as decision-making framework
- Hand ranges and combinatorics
- GTO concepts and preflop range construction
Tech
PythonSQLSolidity