AutoML and KaizenML - Chapter 5 Walkthrough Practical MLOps

Video description

A walkthrough of Chapter 5 of the O'Reilly book Practical MLOps.

Topics include:
* Getting models into production * Feature Store vs Data Warehouse * AutoML * MLOps * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * Spark * GCP * Azure * Containers * Kaizen

Table of contents

  1. Lesson 1
    1. "Automl Kaizenml"

Product information

  • Title: AutoML and KaizenML - Chapter 5 Walkthrough Practical MLOps
  • Author(s): Alfredo Deza, Noah Gift
  • Release date: August 2021
  • Publisher(s): Pragmatic AI Labs
  • ISBN: 608142021VIDEOPAIML