Chandru-21 / MLOps_ProjectLinks
An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastAPI, Kubernetes, MLflow, DVC, Prometheus, and Grafana.
☆18Updated last year
Alternatives and similar repositories for MLOps_Project
Users that are interested in MLOps_Project are comparing it to the libraries listed below
Sorting:
- Financial Risk Assessment System☆22Updated 7 months ago
- End to end machine leanring project: This repository serves as a simplified guide to help you grasp the fundamentals of MLOps.☆26Updated last year
- Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.☆67Updated 3 months ago
- This project serves as a comprehensive guide to building an end-to-end data engineering pipeline using TCP/IP Socket, Apache Spark, OpenA…☆38Updated last year
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆70Updated last year
- mlops-projects-course☆120Updated last year
- Gen AI Large Language Model Projects☆63Updated last year
- An end-to-end data engineering pipeline that fetches real-time YouTube analytics and streams them through Kafka for processing with ksqlD…☆13Updated last year
- The purpose of this project's design, development, and structure is to create an end-to-end Machine Learning Operations (MLOps) lifecycle…☆43Updated 7 months ago
- An end-to-end machine learning (mlops) project☆31Updated 2 years ago
- A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure…☆17Updated 3 years ago
- Datastructure for data science☆22Updated last year
- ☆23Updated 7 months ago
- LLM Engineering CrashCourse☆101Updated last year
- Jithsaavvy / Deploying-an-end-to-end-keyword-spotting-model-into-cloud-server-by-integrating-CI-CD-pipelineThe project is a concoction of research (audio signal processing, keyword spotting, ASR), development (audio data processing, deep neural…☆19Updated 2 years ago
- A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.☆100Updated 7 months ago
- ☆34Updated 2 years ago
- ☆138Updated 7 months ago
- Various projects using Large Language Model (GPT & LLAMA) other open source model from HuggingFace and OpenAI. OpenAI API required for ru…☆98Updated 7 months ago
- Build a Full stack Q&A Chatbot with Langchain, and LLM Models on Amazon Sagemaker☆11Updated last year
- Integrating with Spotify API and extracting Data. Deploying code on AWS Lambda for Data Extraction. Adding trigger to run the extraction …☆11Updated 2 years ago
- ☆17Updated 5 months ago
- Course Material - Data Science Program☆14Updated last year
- ☆42Updated last year
- Generative AI with Amazon Bedrock, published by Packt☆25Updated 11 months ago
- This project promulgates an automated end-to-end ML pipeline that trains a biLSTM network for sentiment analysis, experiment tracking, be…☆14Updated 2 years ago
- Databricks ML in Action, Published by Packt☆30Updated 2 months ago
- This project aims to leverage Amazon Web Services to create trending Youtube videos analytics service. Project contains different data en…☆17Updated last month
- Test LLMs automatically with Giskard and CI/CD☆30Updated 11 months ago
- customer-satisfaction☆143Updated 11 months ago