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Up and Running Google AutoML and AI Platform Building Machine Learning and NLP Models Using AutoML and AI (True EPUB))

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      Author: Baturi   |   09 March 2022   |   : 0

English | 2021 | ISBN: 9388511921 | 178 pages | True EPUB | 7.82 MB
A step-by-step guide to build machine learning and NLP models using Google AutoML

KEY FEATURES
Understand the basic concepts of Machine Learning and Natural Language ProcessingUnderstand the basic concepts of Google AutoML, AI Platform, and TensorflowExplore the Google AutoML Natural Language serviceUnderstand how to implement NLP models like Issue Categorization Systems using AutoMLUnderstand how to release the features of AutoML models as REST APIs for other applicationsUnderstand how to implement the NLP models using the Google AI Platform
DESCRIPTION
Google AutoML and AI Platform provide an innovative way to build an AI-based system with less effort. In this book, you will learn about the basic concepts of Machine Learning and Natural Language Processing. You will also learn about the Google AI services such as AutoML, AI Platform, and Tensorflow, Google's deep learning library, along with some practical examples using these services in real-life scenarios. You will also learn how the AutoML Natural Language service and AI Platform can be used to build NLP and Machine Learning models and how their features can be released as REST APIs for other applications. In this book, you will also learn the usage of Google's BigQuery, DataPrep, and DataProc for building an end-to-end machine learning pipeline.
This book will give you an in-depth knowledge of Google AutoML and AI Platform by implementing real-life examples such as the Issue Categorization System, Sentiment Analysis, and Loan Default Prediction System. This book is relevant to the developers, cloud enthusiasts, and cloud architects at the beginner and intermediate levels.
WHAT YOU WILL LEARN
By the end of this book, you will l

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