godzilla.dev has formed a series learning materials for beginner and researchers, these series will updated in the coming months
AI x Quant Trader Series¶
Stage 1 — Python & Data Science Foundations:¶
AI x Quant Trader Series: Day 1 The beginner course about python - day 1
AI x Quant Trader Series: Day 2 The beginner course about python - day 2
AI x Quant Trader Series: Day 3 A wave of financial libraries – NumPy - day 3
AI x Quant Trader Series: Day 4 A wave of financial libraries – SciPy - day 4
AI x Quant Trader Series: Day 5 Pandas, the Swiss Army Knife of Data Processing - day 5
AI x Quant Trader Series: Day 6 Pandas, the Swiss Army Knife of Data Processing Rapid Advancement - day 6
AI x Quant Trader Series: Day 7 The Swiss Army Knife of Linear Models: Lasso Regression - day 7
Stage 2 — Electronic Trading Systems:¶
AI x Quant Trader Series: Day 8 What is High Frequency Trading? - day 8
AI x Quant Trader Series: Day 9 What is Market Microstructure? - day 9
AI x Quant Trader Series: Day 10 What is an Order Book? - day 10
AI x Quant Trader Series: Day 11 What is Market Data? - day 11
AI x Quant Trader Series: Day 12 How Matching Engines Work? - day 12
AI x Quant Trader Series: Day 13 What is an Exchange Gateway? - day 13
AI x Quant Trader Series: Day 14 What is an Order Management System (OMS)? - day 14
AI x Quant Trader Series: Day 15 What is an Execution Management System (EMS)? - day 15
AI x Quant Trader Series: Day 16 What is a Risk Engine? - day 16
Stage 3 — Low-Latency Systems Engineering:¶
AI x Quant Trader Series: Day 17 Shared Memory IPC - day 17
AI x Quant Trader Series: Day 18 What is Lock-Free Programming? - day 18
AI x Quant Trader Series: Day 19 Event-Driven Architecture - day 19
AI x Quant Trader Series: Day 20 What is Low-Latency Networking? - day 20
AI x Quant Trader Series: Day 21 What is CPU Cache Optimization? - day 21
AI x Quant Trader Series: Day 22 Memory Layout in C++ - day 22
Stage 4 — Quantitative Trading Strategies:¶
AI x Quant Trader Series: Day 23 What is Market Making? - day 23
AI x Quant Trader Series: Day 24 What is Statistical Arbitrage? - day 24
AI x Quant Trader Series: Day 25 What is Cross-Exchange Arbitrage? - day 25
AI x Quant Trader Series: Day 26 Building a Production Trading System - day 26