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Intermediate ML: TensorFlow on GCP

Fundamental 5 Steps 6時間 33クレジット

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

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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.

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Image Classification of Coastline Images Using TensorFlow on AI Platform

In this lab, you carry out a transfer learning example based on Inception-v3 image recognition neural network. The objective is to classify coastline images captured using drones based on their potential for flood damage.

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TensorFlow と Cloud ML Engine で住宅価格を予測する

このラボでは、TensorFlow と Cloud ML Engine 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.

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