an Introduction to Vertex AI, Snowflake and dbt Cloud
What’s inside:
How to eliminate the risk of the ineffective use of data in Machine Learning
How to reach the full potential of data-driven decision-making in real-time
A step-by-step guideto designing and building a Feature Store
What MLOps is and the MLOps Platform
MLOps: Biz & Tech Perspective
The ebook is divided into two parts: Biz and Tech.
BIZ: MLOps for Business
MLOps for business introduction - what MLOps is, and what impact its implementation may have on business
5 Machine Learning problems resulting in the ineffective use of data
How a well-functioning, optimized Feature Store can eliminate all these risks
What is the MLOps Platform and do you need it?
Why and how MLOps is essential to boost Machine Learning?
TECH: The Technical Perspective
What is a Feature Store?
Comparison of the most popular Feature Stores - tips on how to choose the right Feature Store for your project
How to build a Feature Store quickly and efficiently?
A step by step guide on building a Feature Store
From short and specific explanations of technical issues necessary in a business context to advanced technical content necessary to implement the ebook knowledge.