DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…

Nonlinear Nonparametric Statistics

If you can measure it, consider it predicted

Predict time-series with one line of code.

Efficient Python Tricks and Tools for Data Scientists

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

Incremental ML learning in the real-world

Beta calibration

Python implementation of binary and multi-class Venn-ABERS calibration

Practical Guide to Applied Conformal Prediction, published by Packt

A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.

Python implementation of the conformal prediction framework.

Python training for business analysts and traders

Source for https://fullstackdeeplearning.com

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Curated list of data science interview questions and answers

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

Data science interview questions and answers

A curated list of references for MLOps

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Learn how to design, develop, deploy and iterate on production-grade ML applications.

An attempt to answer the age old interview question "What happens when you type google.com into your browser and press enter?"

Everything you need to know to get the job.

Short code snippets for all your development needs

Learn how to design systems at scale and prepare for system design interviews

These are the best resources for System Design on the Internet