FinTech

Deep Reinforcement Learning for High Frequency Trading

Sooner or later, every Data Scientist encounters financial modeling and stock trading automation. But do you know how to harness Deep Reinforcement Learning (DRL) to optimize trading strategies and make data-driven decisions?

June - August 2022
Online
Watch on YouTube

About this event

This hands-on online course will teach you exactly that—using real-world examples and practical coding exercises. Learn how to:
✔️ Build AI-driven trading bots using Deep RL
✔️ Optimize trading strategies with reward-based learning
✔️ Backtest models on real market data
✔️ Avoid common pitfalls in algorithmic trading

Don’t just analyse markets—let AI trade for you!

Where: Online

Agenda

-Course Intro
-Homework & Resources
-Understand the Data
-Implement the Baseline
-Markov Decision Process
-Gym Environment
-Episodic and Continuous Tasks
-Policy
-Value Functions
-MDP, Bellman Equations, Q-Learning
-Value Iteration
-Policy Iteration
-Double DQN, Ape-X

 

Speakers

Alex Gurbych

blackthor.ai

Video
From the Event

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Gary Martin

Head of Biotech AI Partnerships

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