If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):I've been coding in Python for 9 years now.If I were to start over today, here's a complete roadmap: ...

Learning Resources - FreeCodeCamp provides resources for learning MCPs from scratch [1] - Deep Learning resources are available [1] - Harvard offers learning materials [1] - Corey provides learning resources [1] - Project-based learning resources are available [1]

I've been coding in Python for 9 years now.If I were to start over today, here's a complete roadmap: ...

RT Avi Chawla (@_avichawla)This is the best way to understand how ML models actually work!Use Drawdata to draw a 2D dataset in Jupyter. Use it to actively pick data from the widget and update the model as the data is being drawn!Fully interactive, real-time, and open-source! https://t.co/u4zUbSTZ3B ...

This is the best way to understand how ML models actually work!Use Drawdata to draw a 2D dataset in Jupyter. Use it to actively pick data from the widget and update the model as the data is being drawn!Fully interactive, real-time, and open-source! https://t.co/u4zUbSTZ3B ...

RT Avi Chawla (@_avichawla)An AI Engineering Roadmap that beginners can actually follow!All using 100% free, open-source, and community resources. No need to pay $1000s for AI engineering courses!(find the resources below) https://t.co/y0DHxFrvLK ...

General Information - The author encourages readers to reshare the content if they found it insightful [1] - The author shares tutorials and insights on DS (Data Science), ML (Machine Learning), LLMs (Large Language Models), and RAGs (Retrieval-Augmented Generation) daily [1] Author Information - The author can be found on Twitter (now X) with the handle @_avichawla [1]

Find the resources in this GitHub repo: https://t.co/oSotdOuWQF(don't forget to star ⭐) ...

An AI Engineering Roadmap that beginners can actually follow!All using 100% free, open-source, and community resources. No need to pay $1000s for AI engineering courses!(find the resources below) https://t.co/y0DHxFrvLK ...

Generative AI Model Evolution - The document references the evolution of GPT models from 2019 to 2025 [1] Social Media - The information is shared via Twitter by user @\_avichawla [1]