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In this period of COVID-19, I unlock access to my personal library of Data Science resources to anyone who is in the process of carrying out an academic project, whether at the end of their studie…
Examples and guides for using the OpenAI API
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activelo…
An Improved Langchain RAG Tutorial (v2) with local LLMs, database updates, and testing.
Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory
A resource for learning about Machine learning & Deep Learning
[EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Awesome-LLM: a curated list of Large Language Model
Official Implementation for LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models
Open Datasets example notebooks
Arewa Data Science Deep Learning Curricula
Finetune an LLM to generate SQL from text on Intel GPUs (XPUs) using QLoRA
An example Flight SQL Server implementation - with DuckDB and SQLite back-ends.
Demonstrates how to query a SQL database using natural language by leveraging OpenAI GPT-4 and the data framework LlamaIndex
LLM Engineering CrashCourse
Beginner Level Deep Learning Tutorials in Pytorch with Youtube Videos!
Collection of notebook guides created by the Brev.dev team!
A Keras implementation of YOLOv3 (Tensorflow backend)
Efficient computing methods developed by Huawei Noah's Ark Lab
12 Weeks, 24 Lessons, AI for All!
Content for Udacity's Machine Learning curriculum
Notes for Fullstack Software Engineers. Covers common data structure and algorithms, web concepts, Javascript / TypeScript, React, and more!