Learning Google Cloud Vertex AI 

Publisher:
BPB Publications
| Author:
Hemanth Kumar K
| Language:
English
| Format:
Paperback
Publisher:
BPB Publications
Author:
Hemanth Kumar K
Language:
English
Format:
Paperback

809

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Ships within:
1-4 Days

In stock

Book Type

Availiblity

ISBN:
SKU 9789355515353 Category
Page Extent:
346

Google Cloud Vertex AI is a platform for machine learning (ML) offered by Google Cloud, with the objective of making the creation, deployment, and administration of ML models on a large scale easier. If you are seeking a unified and collaborative environment for your ML projects, this book is a valuable resource for you.
This comprehensive guide is designed to help data enthusiasts effectively utilize Google Cloud Platform’s Vertex AI for a wide range of machine learning operations. It covers the basics of the Google Cloud Platform, encompassing cloud storage, big query, and IAM. Subsequently, it delves into the specifics of Vertex AI, including AutoML, custom model training, model deployment on endpoints, development of Vertex AI pipelines, and the Explainable AI feature store.
By the time you finish reading this book, you will be able to navigate Vertex AI proficiently, even if you lack prior experience with cloud platforms. With the inclusion of numerous code examples throughout the book, you will be equipped with the necessary skills and confidence to create machine learning solutions using Vertex AI.

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Description

Google Cloud Vertex AI is a platform for machine learning (ML) offered by Google Cloud, with the objective of making the creation, deployment, and administration of ML models on a large scale easier. If you are seeking a unified and collaborative environment for your ML projects, this book is a valuable resource for you.
This comprehensive guide is designed to help data enthusiasts effectively utilize Google Cloud Platform’s Vertex AI for a wide range of machine learning operations. It covers the basics of the Google Cloud Platform, encompassing cloud storage, big query, and IAM. Subsequently, it delves into the specifics of Vertex AI, including AutoML, custom model training, model deployment on endpoints, development of Vertex AI pipelines, and the Explainable AI feature store.
By the time you finish reading this book, you will be able to navigate Vertex AI proficiently, even if you lack prior experience with cloud platforms. With the inclusion of numerous code examples throughout the book, you will be equipped with the necessary skills and confidence to create machine learning solutions using Vertex AI.

About Author

Hemanth Kumar K has more than decade of experience in the corporate industry, started his career in telecom domain worked on multiple projects and clients across the globe to plan and optimize mobile networks. Got fascinated towards data & machine learning changed his focus and career path towards data science & analytics. He has worked on many data analytics projects to solve business problems in various domains such as insurance, telecom, media, health, engineering analytics. In addition to GCP he has also worked on Azure platform.

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