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Carefully curated resource links for data science in one place
Data science interview questions and answers
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
500 AI Machine learning Deep learning Computer vision NLP Projects with code
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
FinRL: Financial Reinforcement Learning. 🔥
The Open Source Feature Store for Machine Learning
Graph Machine Learning course, Xavier Bresson, 2023
A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.
Probabilistic Sharpe Ratio example in Python (by Marcos López de Prado)
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Modern Time Series Forecasting with Python, published by Packt
Serve, optimize and scale PyTorch models in production
All of the figures and notebooks for my deep learning book, for free!
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Fiddler Auditor is a tool to evaluate language models.
Machine Learning in Asset Management (by @firmai)
Sample files to accompany the FT's Chart Doctor column
An Open-Source Framework for Prompt-Learning.
Toolkit for creating, sharing and using natural language prompts.
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and mo…