Starred repositories
Python Inferential Statistics/ Linear & Logistic Regression Tutorials
PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.
A curated collection of links to statistics material
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Course materials for the DATA-144 at Vassar College
The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These vide…
A playbook for effectively prompting post-trained LLMs
A Repository consisting resources primarily of the Gate DA and AI
Feature engineering and selection open-source Python library compatible with sklearn.
🌎 machine learning tutorials (mainly in Python3)
Python code to assignments at Foundations of Advanced Quantitative Marketing course
Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: …
Causal Inference in R Workshop
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Plain python implementations of basic machine learning algorithms
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
The Ultimate FREE Machine Learning Study Plan
500 AI Machine learning Deep learning Computer vision NLP Projects with code
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
Production infrastructure for machine learning at scale
A markdown version emoji cheat sheet
An Open-Source Collection of Flash Cards to Help You Preparing Your Algorithms & Data Structures and System Design Interviews 💯