Intermediate ML: TensorFlow on GCP

Fundamental ステップ: 5 6時間 クレジット: 25

TensorFlow is library for is an open source software library for high performance numerical computation that's great for writing models that can train and run on platforms ranging from your laptop to a fleet of servers in the Cloud to an edge device. This quest takes you beyond the basics of using predefined models and teaches you how to build, train and deploy your own on GCP.

Machine Learning

Quest Outline


TensorFlow での機械学習

このラボでは、Google Cloud Machine Learning と TensorFlow を使用して、機械学習を使用する予測モデルを作成および評価する方法について学びます。

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TensorFlow for Poets

In this lab you will learn how to install and run TensorFlow on a single machine, then train a simple classifier to classify images of flowers.


Learning TensorFlow: the Hello World of Machine Learning

In this lab, you learn the basic ‘Hello World' of machine learning. Instead of programming explicit rules in a language such as Java or C++, you build a system that is trained on data to infer the rules that determine a relationship between numbers.


TensorFlow と AI Platform で住宅価格を予測する

このラボでは、TensorFlow と AI Platform を使用して総合的な機械学習ソリューションを構築し、クラウドを活用して分散型トレーニングとオンライン予測を行います。

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Creating an Object Detection Application Using TensorFlow

This lab will show you how to install and run an object detection application. The application uses TensorFlow and other public API libraries to detect multiple objects in an uploaded image.