https://www.spreaker.com/podcast/the-data-science-gradient-descent--7275539enFashion & BeautyCopyright Marthinusbaloyihttps://d3wo5wojvuv7l.cloudfront.net/images.spreaker.com/nuvolari-assets/yellow_square_mic.jpghttps://www.spreaker.com/podcast/the-data-science-gradient-descent--7275539Thu, 20 Aug 2026 22:42:56 +0000MarthinusbaloyiMarthinusbaloyifeeds@spreaker.comWhere raw data meets algorithmic reality. Gradient Descent is the essential listen for the modern data scientist, ML engineer, and quant. This isn't Statistics 101; this is the application. We dive into the probabilistic models that power AI, explore...falseea78dc69-a546-5bf1-9773-8572d1a3b87fepisodichttps://www.spreaker.com/episode/gradient-descent-in-linear-regression--74421974https://api.spreaker.com/episode/74421974Thu, 20 Aug 2026 22:39:01 +0000MarthinusbaloyiSee gradient descent in action through linear regression. Learn how a model adjusts its parameters step by step to reduce prediction error and find a better fit.1054falsefullhttps://www.spreaker.com/episode/batch-stochastic-and-mini-batch-gradient-descent--74421975https://api.spreaker.com/episode/74421975Thu, 20 Aug 2026 22:38:40 +0000MarthinusbaloyiNot all gradient descent methods learn the same way. Compare batch, stochastic, and mini-batch gradient descent and understand when each approach is most useful.2108falsefullhttps://www.spreaker.com/episode/learning-rate-taking-the-right-step--74421976https://api.spreaker.com/episode/74421976Thu, 20 Aug 2026 22:38:17 +0000MarthinusbaloyiThe learning rate determines how quickly a model learns. Discover what happens when the learning rate is too large, too small, or just right.1726falsefullhttps://www.spreaker.com/episode/the-mathematics-behind-gradient-descent--74421977https://api.spreaker.com/episode/74421977Thu, 20 Aug 2026 22:37:59 +0000MarthinusbaloyiExplore the mathematical foundation of gradient descent, including cost functions, derivatives, gradients, and how these concepts guide a model toward better solutions.1635falsefullhttps://www.spreaker.com/episode/what-is-gradient-descent--74421978https://api.spreaker.com/episode/74421978Thu, 20 Aug 2026 22:37:38 +0000MarthinusbaloyiWhat is gradient descent, and why is it so important in machine learning? This episode introduces the core concept and explains how algorithms use it to minimize errors and improve predictions.1743falsefullhttps://www.spreaker.com/episode/what-fashion-really-says-about-us--74250292https://api.spreaker.com/episode/74250292Sat, 24 Sep 2016 07:45:00 +0000MarthinusbaloyiFashion is more than clothes. It can reflect identity, culture, confidence, and social change. In this episode, we explore what our style choices reveal about who we are and how we want to be seen.1150beauty,fashionfalsefullhttps://www.spreaker.com/episode/the-truth-about-fast-fashion--74250293https://api.spreaker.com/episode/74250293Thu, 10 Jul 2014 01:25:00 +0000MarthinusbaloyiCheap trends come with hidden costs. We take an honest look at fast fashion, from its impact on workers and the environment to why consumers continue to embrace the trend cycle.1151beauty,fashionfalsefull