Contents

Machine Learning Operations (MLOps): Getting Started

Contents

Machine Learning Operations (MLOps): Getting Started#

Welcome to the Machine Learning Operations (MLOps): Getting Started#

[Video] - Course introduction - Mar 22, 2023

Employing Machine Learning Operations#

[Video] - Introduction to MLOps-Why and when to employ MLOps - Mar 22, 2023

[Video] - Machine learning (ML) practitioners’ pain points - Mar 22, 2023

[Video] - The concept of devOps in ML - Mar 22, 2023

[Video] - ML lifecycle - Mar 22, 2023

[Video] - Automating the ML process - Mar 22, 2023

Vertex AI and MLOps on Vertex AI#

[Video] - What is vertex ai and why does a unified platform matter? - Mar 22, 2023

[Video] - Introduction to mlops on vertex ai - Mar 22, 2023

[Video] - How does vertex ai help with the mlops workflow, part 2? - Mar 22, 2023

[Video] - Lab introduction Vertex AI: Qwik Start - Mar 22, 2023

[Lab] - Training and Deploying a TensorFlow Model in Vertex AI

lab_exercise - lab

Summary#

[Video] - Summary - Mar 22, 2023