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mlops-on-gcp

mlops-projects-course

mlops-projects-course

mlops-python-package

Kickstart your MLOps initiative with a flexible, robust, and productive Python package.

mlops-roadmap

Roadmap for MLOps

mlops-roadmap-2024

mlops-sagemaker-github-actions

MLOps example using Amazon SageMaker Pipeline and GitHub Actions

mlops-specialization-notes

Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

mlops-template

mlops template

mlops-zoomcamp

Free MLOps course from DataTalks.Club

mlopsongcp

for the AI course: MLOps on GCP AI Platform

mlopspython

MLOps using Azure ML Services and Azure DevOps

mlops_maturity_assessment

MLOps maturity assessment

mlops_workshop

Azure MLOps

mlquestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

mlrepa-library

ML REPA Library: MLOps and ML Engineering Solutions for Success

mlx

MLX: An array framework for Apple silicon

mlx-examples

Examples in the MLX framework

mnist_pl_sagemaker

MNIST classifier implementation with PyTorch Lightning on Amazon SageMaker

moaw

Grab-and-go resources to help you learn new skills, with all the tools you need to create, host and share your own workshop

models

Models and examples built with TensorFlow

monai

AI Toolkit for Healthcare Imaging

monitoring-ml

Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.

mosaicml

Fast and flexible reference benchmarks

multi-class-sentiment-analysis-model-using-llm

Build a multi-class sentiment analysis model based on this dataset

multiple-linear-regression-from-scratch

Multiple variable linear regression and PCA from scratch using Pytorch.

multivideo_objectdetection_mlops_project

Multi video offline streaming and Yolov8 object detection with Kafka, torch serve, AWS EC2

mydatascienceportfolio

Applying Data Science and Machine Learning to Solve Real World Business Problems

my_ml_service

naive-bayes-classifier-from-scratch

Naive Bayesian Classifier from scratch using PyTorch and analysis of alcohol consumption

nannyml

nannyml: post-deployment data science in python