Resoruce to help you to prepare for your comming data science interviews

100 Days of ML Coding

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

A 4-hour coding workshop to understand how LLMs are implemented and used

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Train a language model to chat like you using your personal conversations from WhatsApp, Telegram, Signal, or other platforms.

A roadmap describing the required skills, learning resources and sample tools to become an AI Engineer

Topic Modelling for Humans

💫 Industrial-strength Natural Language Processing (NLP) in Python

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Deep Learning for Time Series Classification

The PSC particle-in-cell code

Up-to-date version of labs for ISLP