Sairam SundaresanParanorML activity: Avoiding ML casualtiesHow to effectively safeguard your ML experiments9 min read·Feb 16, 2023----
Sairam SundaresaninTowards Data Science“Practically” Building an Image ClassifierBuilding an image classifier the practical way (based on a true story)10 min read·Jan 17, 2023--1--1
Sairam SundaresanA generational year for AIRecapping the best of AI from a whirlwind 20228 min read·Jan 4, 2023----
Sairam SundaresaninTowards Data ScienceYou can’t spell Diffusion without UUnderstanding the core building blocks of Stable Diffusion5 min read·Dec 23, 2022--3--3
Sairam SundaresanAn Introduction To Knowledge Distillation — The Obi-Wan Skywalker AlgorithmClose your eyes and imagine for a moment that you’re in Tatooine. You’re sitting next to a young Luke Skywalker and C3PO, searching for…6 min read·Dec 15, 2022--1--1
Sairam SundaresanUnderstanding Large Language ModelsTake a look at this Twitter thread by productivity Youtuber Ali Abdaal:6 min read·Dec 8, 2022----
Sairam SundaresanWhere do you fit in the Machine learning industry?“When patterns are broken, new worlds emerge.” — Tuli Kupferberg5 min read·Dec 1, 2022----
Sairam SundaresanLearning Machine Learning Through StoriesThe Painter and the Curator4 min read·Nov 25, 2022----
Sairam SundaresanHow to Deconstruct Machine Learning Papers to Implement them:Reading ML papers is really important for your growth as a practitioner. In fact, I’ve made a video explaining how you can read these…5 min read·Nov 17, 2022--1--1
Sairam SundaresanHow would I learn machine learning today?One of the most frequent questions I get is “How would you learn machine learning if you were starting today?”. I thought that it might be…2 min read·Nov 13, 2022----