kingabzpro / CICD-for-Machine-LearningLinks
A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.
☆112Updated last year
Alternatives and similar repositories for CICD-for-Machine-Learning
Users that are interested in CICD-for-Machine-Learning are comparing it to the libraries listed below
Sorting:
- An introductory project to streamline the machine learning pipeline using Prefect and Discord Notifications, from data ingestion to model…☆48Updated last year
- Building a simple FastAPI application for model inference.☆65Updated last year
- Building and deploying a document Q&A application on the Hugging Face cloud using Docker.☆46Updated 11 months ago
- Automating Machine Learning Testing using GitHub Actions and DeepChecks☆41Updated last year
- Running llama3 using Ollama-Python, Curl, LangChain, Chroma, and User interface.☆57Updated last year
- Serve Llama 3.3 70B (with AWQ quantization) using vLLM and deploy it on BentoCloud.☆31Updated 11 months ago
- Project bike sharing predictor☆79Updated 5 months ago
- LLM Engineering CrashCourse☆103Updated last year
- This is a repository for the course "From Beginner to LLM Developer" by Towards AI.☆225Updated this week
- Advanced ML Project : An Orca Call classifier using mel-spectrograms as audio representations to detect Killer whales☆56Updated 4 years ago
- ☆42Updated 6 years ago
- A collection of machine learning projects☆75Updated 7 years ago
- Repository with code examples of mlflow☆227Updated 4 months ago
- ☆162Updated last year
- Hourly Electricity Demand Prediction Service☆114Updated 5 months ago
- End to end machine leanring project: This repository serves as a simplified guide to help you grasp the fundamentals of MLOps.☆29Updated last year
- Let's build a real time fraud detection system using TurboML☆85Updated 10 months ago
- mlops-projects-course☆146Updated 2 years ago
- How to serve ML predictions 100x faster☆59Updated last year
- ☆189Updated 3 months ago
- Gen AI Large Language Model Projects☆82Updated last year
- Generative Adversarial Networks test from Coursera's Advanced Machine Learning. Executed on Colab.☆44Updated last year
- ☆265Updated 6 months ago
- A free mini-course about Open-Source LLMs☆176Updated 8 months ago
- Code for the "Build Your Own Search Engine" workshop☆135Updated last month
- House price estimation from visual and textual features using both machine learning and deep learning models☆52Updated last year
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆77Updated 2 years ago
- The repository explores various RAG techniques, including implementation guides, use cases, and best practices. Each article is designed …☆63Updated 4 months ago
- A Hands on series on developing LLM applications☆68Updated last year
- 7 Day AI ML Fundamentals Workshop The purpose of this FREE workshop is 1. To give you a boost of getting started with AI. 2. A life-long …☆61Updated last year