MLOps Course – Build Machine Learning Production Grade Projects

MLOps, short for Machine Learning Operations, refers to the practice of applying DevOps principles to machine learning. This MLOps course will guide you through an end-to-end MLOps project, covering everything from data ingestion to deployment, using state-of-the-art tools like ZenML, MLflow, and various MLOps libraries.

https://www.youtube.com/watch?v=-dJPoLm_gtE

Canopy

Canopy is an open-source Retrieval Augmented Generation (RAG) framework and context engine built on top of the Pinecone vector database. Canopy enables you to quickly and easily experiment with and build applications using RAG. Start chatting with your documents or text data with a few simple commands.

https://github.com/pinecone-io/canopy

MLX

MLX is an array framework for machine learning on Apple silicon, brought to you by Apple machine learning research.

https://github.com/ml-explore/mlx

Switch an Existing Python Project To Ruff

On a recent Building SaaS stream, we switched from using flake8, Black, isort, and bandit completely over to a single tool, Ruff. Watch an experienced Pythonista work through many of the options and do a full conversion to this powerful tool.

https://www.youtube.com/watch?v=ETG5azrc4F4

01-ai / Yi

A series of large language models trained from scratch by developers @01-ai

https://github.com/01-ai/Yi

Amphion

An Open-Source Audio, Music, and Speech Generation Toolkit.

https://github.com/open-mmlab/Amphion

daveshap / OpenAI_Agent_Swarm

HAAS = Hierarchical Autonomous Agent Swarm - "Resistance is futile!"

https://github.com/daveshap/OpenAI_Agent_Swarm

GeoDream

Disentangling 2D and Geometric Priors for High-Fidelity and Consistent 3D Generation.

https://github.com/baaivision/GeoDream

Dobb·E

An open-source, general framework for learning household robotic manipulation

https://github.com/notmahi/dobb-e/

unsloth

5X faster 50% less memory LLM finetuning.

https://github.com/unslothai/unsloth

akarsu

New Generation Profiler based on PEP 669.

https://github.com/furkanonder/akarsu/

Pearl

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

https://github.com/facebookresearch/Pearl

netease-youdao / EmotiVoice

EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine

https://github.com/netease-youdao/EmotiVoice

concordia

A library for generative social simulation.

https://github.com/google-deepmind/concordia