machine-learning-production

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Deploy and scale serverless machine learning app - in 4 steps.

A web-app to identify toxic comments in a youtube channel and delete them.

This project is focused on the Deployment phase of machine learning. The Docker and FastAPI are used to deploy a dockerized server of trained machine learning pipeline.

Open source software for machine learning production monitoring : maintain control over production models, detect bias, explain your results.

Useful links to get started with deploying Machine Learning models in production

Template for a simple API server for serving a scikit-learn model using flask.

Datamot is a hadoop job deployer

Artificial Intelligence Virtual Experience Program

This Repository consist of all the Jupyter Notebooks, Images and .CSV files of the tasks that were assigned during the Cognizant Artificial Intelligence Course hosted on Forage

Udacity Nanodegree Exercises and Projects

Nect CVML cookiecutter template.

This repository includes all materials and project solutions for MLOps Specialization prepared by DeepLearning.AI.