Jithsaavvy / Deploying-an-end-to-end-keyword-spotting-model-into-cloud-server-by-integrating-CI-CD-pipelineLinks
The project is a concoction of research (audio signal processing, keyword spotting, ASR), development (audio data processing, deep neural network training, evaluation) and deployment (building model artifacts, web app development, docker, cloud PaaS) by integrating CI/CD pipelines with automated tests and releases.
☆19Updated 2 years ago
Alternatives and similar repositories for Deploying-an-end-to-end-keyword-spotting-model-into-cloud-server-by-integrating-CI-CD-pipeline
Users that are interested in Deploying-an-end-to-end-keyword-spotting-model-into-cloud-server-by-integrating-CI-CD-pipeline are comparing it to the libraries listed below
Sorting:
- An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastA…☆15Updated 11 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.☆62Updated 3 months ago
- LLM Engineering CrashCourse☆101Updated last year
- A collection of MLOps interview questions and answers for data scientists and engineers. Learn how to apply MLOps principles and practice…☆39Updated last year
- 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
- An end-to-end machine learning (mlops) project☆30Updated 2 years ago
- Awesome MLOps Course Outline☆34Updated 2 years ago
- ☆131Updated 7 months ago
- Sales Conversion Optimization MLOps: Boost revenue with AI-powered insights. Features H2O AutoML, ZenML pipelines, Neptune.ai tracking, d…☆17Updated 3 months ago
- Gen AI Large Language Model Projects☆62Updated last year
- Machine Learning Ops Project☆29Updated last year
- Various projects using Large Language Model (GPT & LLAMA) other open source model from HuggingFace and OpenAI. OpenAI API required for ru…☆97Updated 7 months ago
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp☆68Updated 9 months ago
- The "LLM Projects Archive" is a centralized GitHub repository, offering a diverse collection of Language Model Models projects. A valuabl…☆60Updated 4 months ago
- ☆25Updated 3 years ago
- This project contains the production ready Machine Learning(Deep Learning) solution for detecting and classifying the brain tumor in medi…☆19Updated last year
- A hands on advanced RAG tutorials☆25Updated 2 months ago
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆69Updated last year
- Machine Learning Model Serving Patterns and Best Practices☆35Updated last year
- ☆17Updated 4 months ago
- Datastructure for data science☆22Updated last year
- How to serve ML predictions 100x faster☆55Updated 10 months ago
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆18Updated last year
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- Code Repository for Blog - How to Productionize Large Language Models (LLMs)☆11Updated last year
- Repository with code examples of mlflow☆199Updated this week
- A pipeline to detect data drift and retrain the model when there is drift☆23Updated last year
- NLP/LLM Mlops Pipeline to dev/train/evaluation, scalable deploy and monitoring systems.☆22Updated last year
- In this course navigates through the LLMOps pipeline, enabling you to preprocess training data for supervised fine-tuning and deploy cust…☆12Updated last year