Mlops

Pragmatic – MLOps with AWS App Runner

Pragmatic – MLOps with AWS App Runner-iLLiTERATE
English | Size: 554.11 MB
Category: Tutorial


Learn to use AWS App Runner to do an MLOps workflow that deploys a Flask Microservice that running sklearn.

O’Reilly – Meet the Expert: Mark Treveil on MLOps

O’Reilly – Meet the Expert: Mark Treveil on MLOps-iLLiTERATE
English | Size: 594.03 MB
Category: Tutorial


Machine learning operations, or MLOps, is a set of processes that can help today’s organizations get value from data science by reducing friction throughout pipelines and workflows.

O’Reilly – MLOps Courses

O’Reilly – MLOps Courses
English | Size: 2.46 GB
Category: Tutorial


Get started with MLOPS. Topics include Flask Machine Learning on AWS, what MLOPS is, Azure DevOps Pipelines for MLOps and dealing with edge cases in exporting models.

Pragmatic – Zero to One: Data Science to MLOPS

Pragmatic – Zero to One Data Science to MLOPS-iLLiTERATE
English | Size: 946.32 MB
Category: Tutorial


Zero to One: Data Science to MLOps in One Hour.
Learn to frame a problem, then convert it into a data science project and present it to stakeholders. Later, move that prediction system to producting using MLOps

Pragmatic – Mlops Workflow With Github Actions

Pragmatic – Mlops Workflow With Github Actions-iLLiTERATE
English | Size: 1.09 GB
Category: Tutorial


Get started with MLOps and Github Actions to package a container with an ONNX model that does live inferencing with a Flask application.