SI171: Machine Learning - Pros & Cons ft. Hari Krishnan

<p>Today we’re joined by special guest, Hari Krishnan, to discuss the advantages and drawbacks of machine learning-based trading strategies, successful funds that utilizes machine learning investment techniques, defining machine learning and comparing it with artificial intelligence, how Trend Following can best integrated with machine learning, the history of machine learning in the investment world, and we also answer some of your questions, such as how to select signals for a smaller trading account.</p><p><strong>-----</strong></p><p><strong>50 YEARS OF TREND FOLLOWING BOOK AND BEHIND-THE-SCENES VIDEO FOR ACCREDITED INVESTORS - </strong><a href="https://dunncapital.com/DUNN%2050-Year%20Book-TTU" rel="noopener noreferrer" target="_blank"><strong>CLICK HERE</strong></a></p><p><strong>In this episode, we discuss:</strong></p><ul><li>The reasons for and against machine learning trading strategies</li><li>If any funds have successfully implemented machine learning</li><li>What defines machine learning</li><li>The history behind machine learning-based trading styles</li><li>How to manage smaller trading accounts, when it comes to signal selection</li><li>How to time the entry into trend following funds</li></ul><br /><p>-----</p><p><br /></p><p>Follow Niels on <a href="https://twitter.com/toptraderslive" rel="noopener noreferrer" target="_blank"><strong>Twitter</strong></a>, <a href="https://www.linkedin.com/in/nielskaastruplarsen" rel="noopener noreferrer" target="_blank"><strong>LinkedIn</strong></a>, <a href="https://www.youtube.com/user/toptraderslive" rel="noopener noreferrer" target="_blank"><strong>YouTube</strong></a><strong> </strong>or via the <a href="https://www.toptradersunplugged.com/" rel="noopener noreferrer" target="_blank"><strong>TTU website</strong></a>.</p><p><strong>IT’s TRUE </strong>? – most CIO’s read 50+ books each year – get your FREE copy of the Ultimate Guide to the Best Investment Books ever written&nbsp;<a href="https://www.toptradersunplugged.com/Ultimate" rel="noopener noreferrer" target="_blank"><strong>here</strong></a>.</p><p>And you can get a free copy of my latest book “<strong>Ten Reasons to Add Trend Following to Your Portfolio</strong>” <a href="https://www.toptradersunplugged.com/10-reasons-shownotes" rel="noopener noreferrer" target="_blank"><strong>here</strong></a>.</p><p>Learn more about the Trend Barometer <a href="https://www.toptradersunplugged.com/resources/market-trends/" rel="noopener noreferrer" target="_blank"><strong>here</strong></a>.</p><p>Send your questions to&nbsp;<a href="mailto:info@toptradersunplugged.com%22%20%5Ct%20%22_blank" rel="noopener noreferrer" target="_blank">info@toptradersunplugged.com</a></p><p>And please <strong>share this episode</strong> with a like-minded friend and <strong>leave an honest Rating &amp; Review</strong> on&nbsp;<a href="https://www.toptradersunplugged.com/reviewttu" rel="noopener noreferrer" target="_blank"><strong>iTunes</strong></a>&nbsp;or <a href="https://open.spotify.com/show/2OnOvLbIV3AttbFLxuoaBW" rel="noopener noreferrer" target="_blank"><strong>Spotify</strong></a> so more people can discover the podcast.</p><p>Follow Hari on <a href="https://twitter.com/HariPKrishnan2" rel="noopener noreferrer" target="_blank"><strong>Twitter</strong></a>.</p><p><strong>Episode TimeStamps: </strong></p><p><strong>00:00 -</strong> Intro</p><p><strong>01:25 -</strong> Feel free to share this podcast with like-minded friends using this link:<p><a href="https://top-traders-unplugged.captivate.fm/listen" rel="noopener noreferrer" target="_blank">https://top-traders-unplugged.captivate.fm/listen</a></p> and a big thank you to those who have left a rating or review on iTunes</p><p><strong>02:38 -</strong> Macro recap from Niels</p><p><strong>04:52 -</strong> Weekly review of returns</p><p><strong>09:58 -</strong> Q1; Daniel: How do I choose which signals to take when too many arise for a small account?</p><p><strong>15:21 -</strong> Q2; Mervin: Do you have any advice for finding low-risk entry points into new TF funds?</p><p><strong>25:31 -</strong> The history of machine learning and how to define it properly</p><p><strong>44:24 -</strong> How can machine learning be profitable during rare market moves when the data sample size for these moves is so small?</p><p><strong>48:41 -</strong> Which specific areas of Trend Following are more suited to Trend Following?&nbsp;How risky is it to blindly follow a machine learning strategy?&nbsp;</p><p><strong>54:20 -</strong> Do you classify machine learning as a form of artificial intelligence?</p><p><strong>55:55 -</strong> Have you come across any machine learning funds that have done well for a reasonably long period of time?</p><p><strong>01:00:48 -</strong> Tell us about the recent experiment that Man Group carried out using Machine Learning to select a perfect (and sustainable) Christmas dinner?</p><p><strong>01:04:44 -</strong> Announcement of future special Top Traders Unplugged episodes hosted by Hari Krishnan, as well as special episodes of the Systematic Investor featuring all the usual co-hosts over Christmas</p><p><strong>01:06:18 -</strong> Benchmark performance update</p><p>Copyright © 2025 – CMC AG – All Rights Reserved</p><p>----</p><p><strong>PLUS:</strong> Whenever you're ready... here are 3 ways I can help you in your investment Journey:</p><p><strong>1. eBooks that cover key topics that you need to know about </strong></p><p>In my eBooks, I put together some key discoveries and things I have learnt during the more than 3 decades I have worked in the Trend Following industry, which I hope you will find useful. <a href="https://www.toptradersunplugged.com/resources/ebooks/" rel="noopener noreferrer" target="_blank"><strong>Click Here</strong></a></p><p><strong>2. Daily Trend Barometer and Market Score </strong></p><p>One of the things I’m really proud of, is the fact that I have managed to published the Trend Barometer and Market Score each day for more than a decade...as these tools are really good at describing the environment for trend following managers as well as giving insights into the general positioning of a trend following strategy! <a href="https://www.toptradersunplugged.com/resources/market-trends/" rel="noopener noreferrer" target="_blank"><strong>Click Here</strong></a></p><p><strong>3. Other Resources that can help you</strong></p><p>And if you are hungry for more useful resources from the trend following world...check out some precious resources that I have found over the years to be really valuable. <a href="https://www.toptradersunplugged.com/resources/" rel="noopener noreferrer" target="_blank"><strong>Click Here</strong></a></p><p><a href="https://www.toptradersunplugged.com/legal/privacy-policy/" rel="noopener noreferrer" target="_blank">Privacy Policy</a></p><p><a href="https://www.toptradersunplugged.com/disclaimer/" rel="noopener noreferrer" target="_blank">Disclaimer</a></p>