You're reading from Automated Machine Learning

Product typeBook

Published inFeb 2021

Reading LevelBeginner

PublisherPackt

ISBN-139781800567689

Edition1st Edition

Languages

Python

Tools

Azure Functions

Concepts

Machine Learning

Author (1)

Adnan Masood

Getting started with Google Cloud AutoML Tables

AutoML Tables helps harness the insights in your structured data. In any large enterprise, there are multiple modalities of data, including structured, unstructured, and semi-structured data. For most organizations dealing with databases and transactions, there is indeed a lot of structured data out there. This data is quite suitable for advances analytics, and GCP's AutoML Tables is just the tool to help you automatically build and deploy machine learning models based on structured data.

AutoML Tables enables machine learning engineers and data scientists to automatically build and deploy state-of-the-art machine learning models on structured data faster than anyone could manually do. It automates modeling on a wide range of data types, from numbers and classes to strings, timestamps, lists, and nested fields. Google Cloud AutoML tables make this happen with minimal code. In this chapter, we will learn how to take an exported...

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Automated Machine Learning

Published in: Feb 2021Publisher: PacktISBN-13: 9781800567689

Author (1)

Adnan Masood

Adnan Masood, PhD is an artificial intelligence and machine learning researcher, visiting scholar at Stanford AI Lab, software engineer, Microsoft MVP (Most Valuable Professional), and Microsoft's regional director for artificial intelligence. As chief architect of AI and machine learning at UST Global, he collaborates with Stanford AI Lab and MIT CSAIL, and leads a team of data scientists and engineers building artificial intelligence solutions to produce business value and insights that affect a range of businesses, products, and initiatives.
Read more about Adnan Masood

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Getting started with Google Cloud AutoML Tables

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