Vansh KharidiaFrom Jaccard to SBERT: A Comprehensive Guide to Vector Similarity Search TechniquesLearn the fundamentals of the core methods powering Perplexity, Google Lens, ChatWithPDF and many more applications.Aug 11Aug 11
Vansh KharidiaUnderstanding SAM: The World’s Best Image Segmentation ModelA deep dive into the most advanced Image Segmentation model, which changes the landscape of computer vision forever.Aug 5Aug 5
Vansh KharidiaConvolFrom Ground Up, Cleary Explained.Learn about CNNs, the model behind Tesla’s Autopilot and most other computer vision models.Jul 26Jul 26
Vansh KharidiaOverfitting for Better Generalization: Grokking 50x Faster with GrokfastTLDR: Grokfast reduces grokking time by upto ~50x by amplifying parameters that help in generalization and are consistent, and reducing the…Jul 7Jul 7
Vansh KharidiaRandom Forests and Classification: A Match Made in HeavenRandom forests is one of the most popular Machine Learning techniques, a classic favored by many experts in the field. When I first learnt…Jun 23Jun 23
Vansh KharidiaUnderstanding Transformers From Scratch, In Depth.Understand each component and the math of the transformer architecture, the model powering ChatGPT, Claude and the modern AI wave.Jun 11Jun 11
Vansh KharidiaChatTube: Chat for Free with any YouTube VideoBuild a chatbot using RAG and open source LLM (Microsoft Phi) to chat with any YouTube of your choice on Google Colab for free!May 26May 26
Vansh KharidiaChatTube: Chat with Any YouTube video in 15 minutes!Your exam’s tomorrow and you need to speedrun through a 2hr video on YouTube? There’s a new interesting documentary but you don’t have the…May 161May 161
Vansh KharidiaImplementing Random Forest from Scratch, Step by StepFrom binary split to random forests, in depth, for beginners.May 8May 8
Vansh KharidiaHands-On Machine Learning: Predict Titanic Survival using Linear RegressionCreating an AI Linear Model from Scratch!May 51May 51