Algorithmic Trading Courses and Certifications

Nicholas Renotte

I Tried Coding a LLM Crypto Trading Bot

Discover how to build a crypto trading bot using LLMs, connect it to Kraken, make trading decisions, and refactor code with finbert in this experimental project with full code access.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Machine Learning for Forex and Stock Analysis and Algorithmic Trading

Learn machine learning techniques for pattern recognition in forex and stock trading, focusing on data analysis, algorithmic strategies, and automated prediction models.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

Fields Institute

On Modeling Investors in Simulated Markets

Explore multi-agent market simulations, from market replay to advanced AI-driven models. Learn about trading agent design, market impact analysis, and applications in financial research.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Conf42

Using AI and Python to Prototype Financial Analysis Solutions

Explore AI and Python for financial analysis prototyping, covering essential skills, methodologies, and practical implementations in algorithmic trading and time series analysis.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Fields Institute

Optimal Execution and Speculation with Trade Signals

Explore optimal execution strategies and speculation techniques using trade signals in financial markets, presented by Peter Bank from Technical University of Berlin.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Fields Institute

Optimal Trading Across Coexisting Exchanges: Limit-Order Books and Automated Market Makers

Explore optimal trading strategies across different exchange types, focusing on limit-order books and automated market makers in decentralized finance.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Data Science Conference

Can Memes Predict Markets? Using Social Media Sentiment for Stock Forecasting

Explore how social media sentiment influences market trading, from the limitations of efficient market hypothesis to finding alpha in cryptocurrencies and Asian stocks beyond traditional platforms.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

The Role of Alternative Data in Investing

Explore alternative data's impact on quantitative equity strategies, examining advantages, potential, and challenges in investment applications.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

AnalystPrep

Trade Strategy and Execution - Part II - 2026 Level III CFA Program LM7

Explore market microstructure, algorithmic trading, implementation shortfall analysis, and best execution practices for CFA Level III portfolio management mastery.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

AnalystPrep

Trade Strategy and Execution - Part II - 2025 Level III CFA Program LM7

Explore market microstructure, algorithmic trading, implementation shortfall analysis, and best execution practices for CFA Level III portfolio management mastery.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

EuroPython Conference

Algorithmic Trading with Python

Explore systematic trading at Winton Capital Management, focusing on Python's role in data management, signal generation, and order execution for algorithmic trading on global exchanges.

• YouTube
• 33 minutes
• Self-Paced
• Conference Talk

CodeWithYu

Realtime Algorithmic Trading with Apache Flink - End-to-End Data Engineering Project

Develop an end-to-end algorithmic trading system using Apache Flink, Kafka, and Python. Learn real-time data processing, custom algorithms, and financial market insights.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Analyzing the Security of Machine Learning for Algorithmic Trading

Explore adversarial attacks on ML-based algorithmic trading systems, evaluating robustness and discussing realistic attack scenarios in financial markets.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Trading Algorithms

1099 ratings at Coursera

Learn to implement trading strategies based on F-Score and post-earnings announcement drift, with a focus on emerging markets and academic research interpretation.

• Coursera
• 12 hours 27 minutes
• Self-Paced
• Paid Course

Career Certificate

Financial Engineering and Risk Management

430 ratings at Coursera

Aprende a resolver problemas de finanzas cuantitativas con Columbia University. Cubre precios de derivados, asignación de activos, optimización de portafolios y trading algorítmico en 30 semanas.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses