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The Surprise Vector
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MCP - Model Context Protocol
mCP (Model Context Protocol) is an open protocol that standardizes how AI applications connect with external tools and data sources. Think of it as the API layer for AI agents , enabling seamless interaction with databases, APIs, and more.
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Vibe Coding
Watched the origin of the VIBE coding and some of the ways to use LLMs from Andrej Karpathy!
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Back To Basics - WebSockets or Long Polling
I have always thought for real-time updates one should consider WebSockets, however this article re-iterates that there is never a single way to solve a problem, it is all about trade-offs and finding what works for your problem.
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LLM Architecture and Training
Introduction
I recently watched the YouTube video titled “Deep Dive into LLMs like ChatGPT” from the Czar of AI - Andrej Karpathy.
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Binary vector embeddings
Fascinating - Binary vector embeddings and Matryoshka embeddings !
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Volume Gymnastics
Volume Gymnastics !
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Model Collapse
Model Collapse?
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Agents are cool but dont deep dive first
AI Agents Are Cool… But Let’s Not Jump Into the Deep End First 🏊♂️
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AlphaGo Zero meets House M.D.
AlphaGo Zero meets House M.D.
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A rare alignment of gaps
🌐 A rare alignment of gaps
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AI Hype vs Reality: A Nuanced Look at AI in Engineering
AI Hype vs Reality: A Nuanced Look at AI in Engineering
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𝗚𝗮𝗺𝗲𝘀 𝗟𝗟𝗠𝘀 𝗽𝗹𝗮𝘆 !!!
Games LLMs Play !!!
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Book Review - Slow Productivity by Cal Newport
Book Review - Slow Productivity: The Lost Art of Accomplishment Without Burnout by Cal Newport
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Book Review - Secret Pulse of Time
Book Review - Secret Pulse of Time by Stefan Klein
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Book Review - Designing Data Intensive Applications
Book Review - Designing Data Intensive Applications by Martin Kleppmann
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Problem with using UUIDs as Primary Key in MySQL
Learnings about the problems of using UUID as the primary key
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Tokenization
Learnings from Andrej Karpathy’s tutorial on GPT Tokenizer
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Notable books read in 2023
1. Who Cares - Emily Kenway
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QR Code AI Art
Stunning results but not yet usable as QR Codes
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The Composer's Quill: Weaving Melodies using text prompts with MusicGen
Step by Step Guide to generate music in Google Colab
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How Boards Work
Book Review - How Boards Work - Dambisa Moyo
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Business at the Speed of AI
Business at the Speed of AI
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150 Days Of Code 2022
150 Days Of Code Github Wall - 2022
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Beautiful Code
Beautiful code is its own reason for being
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My impressions - Becoming the Speaking Superstar
I believe one of the signs of a great session is when you find yourself ruminating over what you have heard from the speaker.
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100 Days Of Code 2022
100 Days Of Code Github Wall - 2022
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Learning React - 2nd Edition Book Review
Book Review - Learning React - 2nd Edition by Alex Banks and Eve Porcello
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100 Days Of Code
100 Days Of Code Github Wall
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Mandelbrot and Julia - Mathematical visualization and beauty
I have been fascinated by the idea of chaos theory since I read about the butterfly effect. I read some more about it in the book ‘Chaos’ by James Gleick including about the Mandelbrot. But until I read ‘Make your own Mandelbrot’ by Tariq Rashid I did not realize just how simple the equation to draw the Mandelbrot was.
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Building Machine Learning Powered Applications
Book Review - Building Machine Learning Powered Applications by Emmanuel Ameisen
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Zero To One
Book Review - Zero to One: Notes on Startups, or How to Build the Future by Peter Thiel & Blake Masters
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2020 Milestones
Milestones / Accomplishments of year 2020
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Grokking Algorithms
Book Review — Grokking Algorithms by Aditya Bhargava
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Things to make and do in the fourth dimension
Book Review — Things to make and do in the fourth dimension
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Step-by-Step guide to restore old photos
A few months back, Microsoft shared code for old photo restoration. The implementation was in pytorch.
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User Interface design and User Experience
Recently the story of the student who lost his seat in IIT due to inadvertently clicking the wrong link made headlines.
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Recommended Daily Interview Problem Newsletter
TLDR; Subscribe to the daily interview problem newsletter at Quastor Daily. It is a wonderful newsletter to help prepare for technical interviews.
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Emperor of all Maladies
Book Review — Emperor of all Maladies by Siddhartha Mukherjee
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The Telescope in the Ice
Book Review — The Telescope in the Ice: Inventing a New Astronomy at the South Pole by Mark Bowen
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Stuff Matters
Book Review — Stuff Matters: Exploring the Marvelous Materials That Shape Our Man-Made World by Mark Miodownik
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Storytelling with Data
Storytelling with Data: A Data Visualization Guide for Business Professionals - Cole Nussbaumer Knaflic
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Distributed Ledger Technology: The Science of the Blockchain
Distributed Ledger Technology: The Science of the Blockchain by Roger Wattenhofer
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My Book List - On Lean In Bangalore
My Book List - On Lean In Bangalore
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Learn Git in a Month of Lunches
Learn Git in a Month of Lunches - Rick Umali
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Swap Bits - Visual
Code that takes as input an integer (x) and swaps the bits at indices (i) and (j).
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Self-updating GitHub profile README completely within Github
Github’s new profile readme is all the rage right now.
Creating a self-updating profile readme helped me -
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MLCourse.ai — Fall 2019
I came across MLCourse.ai mentioned in many articles when I was looking at good introductory courses to learn Data Science from. It was always listed in the top few. I had tried my hand at MLCourse.ai in Spring 2019 but could not complete it. However I was determined to finish it in the Fall version. And I am glad I did. This could be the last live version of the course.
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Data Science Books (2019 - 2020)
The 3 fantastic technical books from my reading in 2019-2020:
- Hands-on Machine Learning with Sci-kit and Tensorflow 2.0 - by Aurélien Géron
- Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow: Concepts, Tools, and Techniques to Build Intelligent Systems by Sebastian Raschka
- Grokking Deep Learning by Andrew Trask