Why Math Matters in Machine Learning, with Claire Longo from Arize

Claire and I discuss the role of math in Data Science, Artificial Intelligence and Machine Learning. We get stuck in to probability, calculus, linear algebra and statistics. I ask Claire for her take on the next big thing in AI. 00:00 Welcome, Introduction and Coffee 1:37 Claire Introduction 3:19 Branches of math 5:18 Probability 6:30 Statistics 9:51 Calculus 13:07 Linear Algebra 15:11 Why do I need math? 18:57 Some people don’t like math 22:12 Math for life: poker 25:42 How to learn math 27:44 Future of AI/ML: gen AI, agents 31:56 Don’t be afraid of math 32:32 Wrap-up: Thanks Claire! Math resources for machine learning and AI    • My reading list for leveling up my Poker g...   https://www.coursera.org/specializations/m... Connect with Claire Longo… Web: https://statisticianinstilettos.com/ LinkedIn: https://www.linkedin.com/in/claire-longo/ Instagram: https://www.instagram.com/imjustclairebot/