The Quantopian Podcast

Quantopian
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The Quantopian Podcast

Conversations with quants and the people that love them.

  1. Quant Radio: Machine Learning Meets Stock Picking

    -9 H

    Quant Radio: Machine Learning Meets Stock Picking

    In this episode, we dive into groundbreaking research on machine learning for stock selection. Can algorithms really beat the market? Join us as we explore a study that tested models on decades of S&P 500 data. From simple regressions to neural networks, we unpack how these tools work, their strengths and weaknesses, and the surprising results. Discover: - Why some AI models are better at predicting stock performance. - The power of combining algorithms in an ensemble approach. - What it takes to achieve a staggering 20.8% annual return. Whether you're a finance enthusiast or just curious about the role of tech in investing, this episode will give you plenty to think about. Tune in now and uncover the future of stock picking! For more quant-focused content, join us at ⁠⁠⁠⁠https://community.quantopian.com⁠⁠⁠⁠. There, you can explore a wealth of resources, connect with fellow quants, engage in insightful discussions, and enhance your skills through our extensive range of online courses. Quant Radio is an AI-generated podcast, intended to help people develop their knowledge and skills in Quant finance. This podcast is not intended to provide investment advice.

    12 min
  2. Quant Radio: Factor Optimization on SPY Constituents

    -1 J

    Quant Radio: Factor Optimization on SPY Constituents

    Discover how tiny tweaks in factor optimization can lead to massive gains in algorithmic trading. In this episode, we break down QuantConnect's research on factor optimization on SPY constituents, exploring the magic of lookback periods, universe sizes, and risk metrics like Sharpe and Sortino ratios. Learn why less can be more, how to avoid overfitting, and how focused strategies can challenge conventional diversification wisdom. Perfect for investors, traders, and anyone curious about unlocking better returns with smarter strategies. For more quant-focused content, join us at ⁠⁠⁠⁠https://community.quantopian.com⁠⁠⁠⁠. There, you can explore a wealth of resources, connect with fellow quants, engage in insightful discussions, and enhance your skills through our extensive range of online courses. Quant Radio is an AI-generated podcast, intended to help people develop their knowledge and skills in Quant finance. This podcast is not intended to provide investment advice.

    10 min
  3. Quant Radio: Predicting Business Success with Machine Learning

    -2 J

    Quant Radio: Predicting Business Success with Machine Learning

    Can AI predict a company's future? Join us as we dive into the fascinating world of machine learning and finance. Discover how cutting-edge algorithms analyze company fundamentals to forecast performance, beat the market, and even rival human analysts. From decoding financial data to tackling uncertainty and black swan events, this episode explores the balance between AI's analytical power and human expertise. Whether you're an investor, a tech enthusiast, or just curious about the future of finance, this discussion will inspire new ways of thinking about AI-driven decision-making. Find the full research article here: https://community.quantopian.com/c/community-forums/forecasting-company-fundamentals For more quant-focused content, join us at ⁠⁠⁠⁠https://community.quantopian.com⁠⁠⁠⁠. There, you can explore a wealth of resources, connect with fellow quants, engage in insightful discussions, and enhance your skills through our extensive range of online courses. Quant Radio is an AI-generated podcast, intended to help people develop their knowledge and skills in Quant finance. This podcast is not intended to provide investment advice.

    16 min
  4. Quant Radio: From Earnings Calls to Economic Predictions

    -3 J

    Quant Radio: From Earnings Calls to Economic Predictions

    What if the future of the economy is hidden in plain sight? In this episode, we explore groundbreaking research that uses AI to decode the words of corporate leaders during earnings calls. Discover how over 120,000 transcripts were analyzed to create the AI Economy Score—a tool that outperforms traditional forecasting models and predicts economic trends up to 10 quarters ahead. We discuss how CEOs’ language reflects optimism or caution, the role of industry-specific insights, and the implications for investors, policymakers, and businesses. Join us as we dive into the fascinating intersection of AI, language, and economics, and uncover the potential of this powerful tool to reshape how we understand the economy. Full paper available here: https://community.quantopian.com/c/community-forums/harnessing-generative-ai-for-economic-insights. For more quant-focused content, join us at ⁠⁠⁠⁠https://community.quantopian.com⁠⁠⁠⁠. There, you can explore a wealth of resources, connect with fellow quants, engage in insightful discussions, and enhance your skills through our extensive range of online courses. Quant Radio is an AI-generated podcast, intended to help people develop their knowledge and skills in Quant finance. This podcast is not intended to provide investment advice.

    16 min
  5. 800 Years of Financial Evolution #history #finance

    -4 J

    800 Years of Financial Evolution #history #finance

    Explore 800 years of financial history in this deep dive into the evolution of markets. From medieval gold coinage to the rise of global stock exchanges, discover how wars, technological innovations, and economic shifts have shaped the financial systems we navigate today. Learn timeless lessons, uncover surprising patterns, and gain insights that connect the past to the present—and perhaps even the future. A must-listen for history buffs and market enthusiasts alike! Find the full research article here: https://community.quantopian.com/c/community-forums/800-years-on-the-financial-markets For more quant-focused content, join us at ⁠⁠⁠⁠https://community.quantopian.com⁠⁠⁠⁠. There, you can explore a wealth of resources, connect with fellow quants, engage in insightful discussions, and enhance your skills through our extensive range of online courses. Quant Radio is an AI-generated podcast, intended to help people develop their knowledge and skills in Quant finance. This podcast is not intended to provide investment advice.

    11 min
  6. Quant Radio: Smart Portfolios with Deep Reinforcement Learning

    29 NOV.

    Quant Radio: Smart Portfolios with Deep Reinforcement Learning

    Explore the cutting edge of finance and technology in this deep dive into portfolio management. We compare traditional methods like the Markowitz model to the revolutionary approach of Deep Reinforcement Learning (DRL), where AI learns to invest by itself. Discover how DRL achieves higher returns with lower volatility, the potential risks, and what this means for the future of investing. Whether you're a seasoned investor or curious about AI in finance, this episode is packed with insights to help you navigate the evolving financial landscape. For more quant-focused content, join us at ⁠⁠⁠⁠https://community.quantopian.com⁠⁠⁠⁠. There, you can explore a wealth of resources, connect with fellow quants, engage in insightful discussions, and enhance your skills through our extensive range of online courses. Quant Radio is an AI-generated podcast, intended to help people develop their knowledge and skills in Quant finance. This podcast is not intended to provide investment advice.

    9 min
  7. Quant Radio: Unlocking the Mystery of Kolmogorov-Arnold Networks

    28 NOV.

    Quant Radio: Unlocking the Mystery of Kolmogorov-Arnold Networks

    Join us as we dive into the fascinating world of Kolmogorov-Arnold Networks (KANs) – a groundbreaking approach to artificial intelligence that promises both accuracy and transparency. Discover how KANs are solving complex problems, unveiling scientific insights, and even revolutionizing our understanding of equations in physics, quantum mechanics, and beyond. From their unique structure to their potential for discovery, this episode explores why KANs might just change the future of AI and scientific collaboration. Perfect for tech enthusiasts, scientists, and the simply curious. For more quant-focused content, join us at ⁠⁠⁠⁠https://community.quantopian.com⁠⁠⁠⁠. There, you can explore a wealth of resources, connect with fellow quants, engage in insightful discussions, and enhance your skills through our extensive range of online courses. Quant Radio is an AI-generated podcast, intended to help people develop their knowledge and skills in Quant finance. This podcast is not intended to provide investment advice.

    15 min
  8. Quant Radio: What Really Drives Crypto Prices?

    27 NOV.

    Quant Radio: What Really Drives Crypto Prices?

    In this episode, we dive into the fascinating world of crypto asset prices. From Bitcoin’s wild swings to the impact of Federal Reserve policy, we break down the surprising factors shaping the market. We explore insights from a groundbreaking study by Adams, Eibert, and Liao, uncovering how traditional finance, risk sentiment, and crypto-specific dynamics like stablecoins interact to influence price movements. Whether it’s the 2022 Bitcoin crash, the rise of stablecoins, or BlackRock’s Bitcoin ETF launch, this episode is packed with stories that reveal the complex dance between global finance and crypto. Whether you’re a crypto enthusiast or just curious about how it all works, this episode is for you. Tune in and discover how understanding these drivers can help you navigate the unpredictable yet exciting world of digital assets. For more quant-focused content, join us at ⁠⁠⁠⁠https://community.quantopian.com⁠⁠⁠⁠. There, you can explore a wealth of resources, connect with fellow quants, engage in insightful discussions, and enhance your skills through our extensive range of online courses. Quant Radio is an AI-generated podcast, intended to help people develop their knowledge and skills in Quant finance. This podcast is not intended to provide investment advice.

    9 min
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À propos

Conversations with quants and the people that love them.

Informations

  • Création
    Quantopian
  • Années d’activité
    2023 - 2024
  • Épisodes
    45
  • Classification
    Tous publics
  • Copyright
    © Quantopian
  • Site web de l’émission
    The Quantopian Podcast

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