Vansh Kharidia – Medium

Vansh Kharidia

Vansh Kharidia

Understanding SAM: The World’s Best Image Segmentation Model

A deep dive into the most advanced Image Segmentation model, which changes the landscape of computer vision forever.

6d ago

Understanding SAM: The World’s Best Image Segmentation Model

6d ago

Vansh Kharidia

ConvolFrom Ground Up, Cleary Explained.

Learn about CNNs, the model behind Tesla’s Autopilot and most other computer vision models.

Jul 26

ConvolFrom Ground Up, Cleary Explained.

Jul 26

Vansh Kharidia

Overfitting for Better Generalization: Grokking 50x Faster with Grokfast

TLDR: Grokfast reduces grokking time by upto ~50x by amplifying parameters that help in generalization and are consistent, and reducing the…

Jul 7

Overfitting for Better Generalization: Grokking 50x Faster with Grokfast

Jul 7

Vansh Kharidia

Random Forests and Classification: A Match Made in Heaven

Random forests is one of the most popular Machine Learning techniques, a classic favored by many experts in the field. When I first learnt…

Jun 23

Random Forests and Classification: A Match Made in Heaven

Jun 23

Vansh Kharidia

Understanding 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 11

Understanding Transformers From Scratch, In Depth.

Jun 11

Vansh Kharidia

ChatTube: Chat for Free with any YouTube Video

Build a chatbot using RAG and open source LLM (Microsoft Phi) to chat with any YouTube of your choice on Google Colab for free!

May 26

ChatTube: Chat for Free with any YouTube Video

May 26

Vansh Kharidia

ChatTube: 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 16

ChatTube: Chat with Any YouTube video in 15 minutes!

May 16

Vansh Kharidia

Implementing Random Forest from Scratch, Step by Step

From binary split to random forests, in depth, for beginners.

May 8

Implementing Random Forest from Scratch, Step by Step

May 8

Vansh Kharidia

Hands-On Machine Learning: Predict Titanic Survival using Linear Regression

Creating an AI Linear Model from Scratch!

May 5

Hands-On Machine Learning: Predict Titanic Survival using Linear Regression

May 5

Vansh Kharidia

Quick Intro to GANs for People in a Hurry

If someone says there’s no creativity in AI/ML and it’s all boring math, show them GANs! It’s one of the most interesting concepts in all…

Jan 1

Quick Intro to GANs for People in a Hurry

Jan 1

Vansh Kharidia

Vansh Kharidia

Passionate about AI/ML, automation, programming and tech in general! Avid reader, fledgling writer. Connect with me at vanshkharidia7@gmail.com!

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