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manning-llms-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

mathematics-for-machine-learning-and-data-science-specialization

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.

microsoft_learn_pytorchfundamentals

Course Materials for PyTorch Fundamentals Learning Path

mlops-zoomcamp

Free MLOps course from DataTalks.Club

ml_crash_course

ML_crash_course

news-sentiment-analysis

The spider crawls moneycontrol.com and economictimes.com to fetch news of input companies and also scores and classifies the companies to raise an early warning signal

nlp-with-llms

Natural Language Processing with Large Language Models

nlp_course-yandex-

YSDA course in Natural Language Processing

nlp_with_llms

official-langchain

🦜🔗 Build context-aware reasoning applications

ollama-webui

ChatGPT-Style Web UI Client for Ollama 🦙

openai-cookbook

Examples and guides for using the OpenAI API

ossu-computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

packt-hands-on-generative-ai-with-python-and-tensorflow-2

Hands-On Generative AI with Python and TensorFlow 2, published by Packt

packt-langchain-masterclass---build-15-openai-and-llama-2-llm-apps-using-python

pandas_for_everyone

Repository to accompany "Pandas for Everyone"

pdfai

PDF based Chatbot using streamlit LangChain & OpenAI.

praxis-bdsn

Data Science Tools - MySQL, Hadoop, Hive, Hbase, Spark, MongoDB, Cassandra - in Google Colab

project-of-the-week

Learn by doing: DIY project groups at DataTalks.Club

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

py4fi2nd

Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.

python-mastery

Advanced Python Mastery (course by @dabeaz)

python_sql

A notebook working with Python and MySQL, using MySQL Connector.

pytorch-hackathon

Pytorch Hackathon

quivr

Your GenAI Second Brain 🧠 A personal productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation. YCombinator - YC W24

serverless-cookbook-noahgift-

Some recipes for doing with serverless technologies

squall

Squall is a Question Answering chatbot that runs entirely on a laptop, using Llama-2 and a downloaded HuggingFace embedding model.

stable-diffusion-webui

Stable Diffusion web UI

transformers-for-nlp-2nd-edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

transformers-for-nlp-and-computer-vision-3rd-edition

Transformers 3rd Edition