Early-bird pricing for Machine Learning for Trading: Foundations ends today (June 17).

Save 10% with code ML4T-ERLYBRD26 for the first 20 full-price registrations.

Learn more and enroll: community.quantopian.com/c/machine-lear…

New: A live competition for Machine Learning for Trading: Foundations.

During the second half of the course, students can submit portfolio allocations & evaluate their strategies on unseen market data.

🏆 The top performer will receive a tuition refund.

community.quantopian.com/c/machine-lear…

Author Edgar Peters discusses fractal market analysis, chaos theory, volatility regimes, Hurst exponents, and the relationship between market behavior, risk, and prediction in this Quantopian Book Conversation.

Watch here >>> youtu.be/mjhp2uEBzS8

In this Quantopian Book Conversation, Alejandro Rodriguez Domínguez introduces a framework for causal portfolio optimization, combining control theory, PDEs, and quantum-inspired computation to improve robustness in dynamic markets.

Full conversation: youtu.be/63ZI4bzfiT4

Explore the latest techniques for building market-aware agents, leveraging reinforcement learning to deliver trading optimization.

Watch Irene Aldridge’s presentation, Agentic AI in Trading: The Evolution of Trading Bots.

Full talk: youtu.be/g1GbmCr9MSc

Now on June 30th:

Bryan Routledge will explore how Bitcoin ownership has shifted from holding private keys to holding financial claims through ETFs, exchanges, brokers, and treasury companies.

RSVP: community.quantopian.com/c/live-event-c…

Starting in 1 hour (7:30 PM ET) ⏰

Join Stephan Sturm (WPI) for Passive Fragility, a live presentation examining a model of the US equity market that incorporates passive share.

Join the conversation: community.quantopian.com/c/live-event-c…

Join Stephan Sturm (WPI) tomorrow, 6/9, for Passive Fragility, a live presentation examining a model of the US equity market that incorporates passive share.

RSVP: community.quantopian.com/c/live-event-c…

What happens when AI enters the quant toolkit?

Prof. Esfan Haghverdi and Dr. Alejandro Lopez-Lira (The Predictive Edge) break down how LLMs forecast markets and shape the future of quant investing.

Full conversation: youtu.be/z9AEa-MNrU0

#AI #Finance #Quant #LLMs

Explore seven common pitfalls in financial machine learning.

In this webinar recording, author Marcos López de Prado discusses how issues in data structuring, labeling, cross-validation, and backtest overfitting impact financial ML.

youtu.be/FJYgrkVbpEE

New course starting 7/6: Machine Learning for Trading: Foundations w/ Stefan Jansen.

Based on the upcoming Machine Learning for Trading, 3rd Edition, learn the complete ML4T workflow and build an end-to-end machine learning trading strategy from scratch.

community.quantopian.com/c/machine-lear…

Join us next Tuesday, 6/9, for a live presentation by Stephan Sturm (WPI) on Passive Fragility, a live presentation on passive investing, market structure, and volatility in U.S. equities.

RSVP: community.quantopian.com/c/live-event-c…

Tom Sosnoff joined Esfandiar Haghverdi for a wide-ranging discussion on AI, entrepreneurship, options trading, wealth inequality, risk management, career optimization, and the future of finance.

Watch the full interview: youtu.be/cG8hGjwPang

Investing isn’t just about what you buy; it’s also about how you size your positions.

This conversation between Prof Esfan Haghverdi & Victor Haghani explores why some fortunes disappear, and how risk + sizing often matter more than people realize.

youtu.be/M3v0NpJNymk

Nicole Koenigstein explores the shift from static scripts to adaptive, autonomous systems and what organisational readiness looks like for financial institutions preparing to integrate agentic AI into their infrastructure.

▶️ Watch the replay: youtube.com/watch?v=1B6zEz…

In his upcoming talk, Passive Fragility, Stephan Sturm (WPI) will discuss a new model of the U.S. equity market that incorporates passive share, developed with Michael Green & Hari P. Krishnan, and its implications for volatility and market behavior.

community.quantopian.com/c/live-event-c…

Learn the basics of algorithmic development and walk through an example strategy in Benjamin George's "Theory to Practice" series.

Watch the full series on YouTube: youtube.com/playlist?list=…

#finance #trading #algotrading #tradingstrategy

Dr. Eghbal Rahimikia shares his research on large language models (LLMs) in finance and his work developing foundation models for time series forecasting.

Watch the replay > youtu.be/9tUGoTD1hDc

#llms #finance

Professor Esfan and author J. Doyne Farmer explore complexity economics and Doyne's book "Making Sense of Chaos" in this insightful discussion on reshaping economic thinking through agent-based modeling and market ecology.

Full video here > youtu.be/dH72wy3uJSw

Validate your expertise in quantitative finance and showcase your credentials on LinkedIn with Quantopian’s certification exams.

Available on the Quantopian Community: community.quantopian.com/c/community-fo…