FinTechAdvancedProject
Build AI trading & hedge fund agents
Create AI agents that analyze markets, generate signals, and execute paper trades — learn the architecture behind AI-driven finance.
150 min
PythonLangChainyfinance+1
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Pick the format that matches the level of support you want.
Self-pacedAvailable
Self-paced
Start immediately and work through the training on your own schedule.
Free
Human trainerComing soon
Human trainer
Join a guided cohort or workshop format when live delivery is available.
$99
Guided by an instructor
AI trainerComing soon
AI trainer
Practice with an AI-guided trainer experience tailored to the course topic.
$9
Personalized guidance
What you'll learn
- Understand prediction market mechanics and pricing
- Build AI-powered forecasting agents using LLMs
- Design market scanning and signal generation pipelines
- Implement responsible bot architecture with risk controls
Overview
Polymarket trading bots (3K stars, rapidly growing) are an emerging trend at the intersection of AI forecasting and decentralized prediction markets. This course teaches you the architecture and responsible development practices.
What you'll build
- A market scanner that identifies mispriced prediction markets
- An AI-powered research agent that synthesizes information for forecasting
- A paper trading bot that simulates Polymarket order execution
What you'll learn
- Prediction market mechanics: how Polymarket and similar platforms work
- AI-powered forecasting: using LLMs to synthesize diverse information sources
- Probability calibration: turning AI confidence into actionable predictions
- Bot architecture: market scanning, signal generation, order execution
- Risk management for prediction market trading
Important disclaimer
This course uses simulated/paper trading only. Always comply with applicable regulations in your jurisdiction. This is educational content, not financial or gambling advice.
Why this matters
Prediction markets are a unique AI application that rewards accurate forecasting. The skills transfer to any domain where you need AI to make probabilistic judgments.