Optimization techniques in Machine Learning | Introduction to optimization in ML | Week 8 | IITM

For My Notes ( Fill this Google form ): https://forms.gle/rJYeG4cUhWbX7FeZ9 Connect with me over Instagram for any sort of queries! Instagram: https://www.instagram.com/therealnarad/ About this video: In this video,Rishu gives an introduction to optimization. He has talked about the three pillars of machine learning: linear algebra, probability theory, and optimization. Further, he used a good cow-grass example to make people understand the key concepts behind optimization. Further, he talks about the gradient descent technique to optimize the linear regression problem, and he has generalised it for higher dimensions. Support me by donating for Purchasing Peripherals Upi ID: mycampus@ybl ========================================================== Join this channel to get access to perks: https://www.youtube.com/channel/UCSDJ-oyyTfmb-FRuHuNqIcQ/join Checkout our Other Playlists Multivariable Calculus: https://www.youtube.com/playlist?list=PLZd_9NahuB3F_1Nq5mHZncwNaBF33yAZi Mathematics 2 for Data Science : https://www.youtube.com/playlist?list=PLZd_9NahuB3EztpCeK9O81agMhePG0hfk Mathematics 1 for Data Science : https://www.youtube.com/playlist?list=PLZd_9NahuB3G7yNvcyVChnSM29oNYTqwO Python OPPE PYQ playlist : https://www.youtube.com/playlist?list=PLZd_9NahuB3G50kpQ35Y50Wfkq1q_rUwy Python Sessions : https://www.youtube.com/playlist?list=PLZd_9NahuB3Ew4jc67HUyRpi4yJOhQqDx ========================================================== ABOUT OUR CHANNEL Our channel is about Teaching and exploring. We cover lots of cool stuff, such as Data science, Machine learning and Coding Check out our channel here: https://www.youtube.com/data_matrix Don’t forget to subscribe! ========================================================== GET IN TOUCH Contact us on [email protected] ========================================================== FOLLOW US ON SOCIAL Get updates or reach out to Get updates on our social media profiles! Facebook: https://facebook.com/rishu.rajgautam56 Instagram: https://Instagram.com/rishu_raj_gautam LinkedIn: https://www.linkedin.com/in/rishurajgautam Telegram channel link: https://t.me/MycampusByRishu Telegram Group link :- https://t.me/MycampusByRishu