Week 2 - Development

D1C1-002 Ecodim Lesson 1

D1C1-002 Ecodim Lesson 2

An exploration of sequence modeling bottlenecks, memory bottlenecks in LSTMs, and the intuition behind associative memory tables.

D1C1-002 Ecodim Lesson 3

Rigorous derivation of queries, keys, and values matrices, softmax normalization, and head concatenation projections.

Bible Studies

Stochastic calculus, Black-Scholes-Merton option pricing, Value at Risk (VaR), and monte-carlo portfolio optimization.