This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Lightweight, useful implementation of conformal prediction on real data.

List of Computer Science courses with video lectures.

All of my recommendations for aspiring engineers in a single place, coming from various areas of interest.

Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!

Free MLOps course from DataTalks.Club

Free Data Engineering course!

I am trying to describe complex matters in simple doodles!

Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral)

Use advanced feature engineering strategies and select best features from your data set with a single line of code.

Automatically visualize your pandas dataframe via a single print! 📊 💡

Investment Research for Everyone.

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD theses, articles and open-source libraries.

Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many design choices.

A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.

An autoML framework & toolkit for machine learning on graphs.

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

🏅 Collection of Kaggle Solutions and Ideas 🏅

Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.

Classical equations and diagrams in machine learning

Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)

Deploy Machine Learning Pipeline on AWS Fargate

The fastai book, published as Jupyter Notebooks