Intermediate ML: TensorFlow on GCP

Fundamental 5 Steps Hours 33 Credits

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

Atelier pratique

Machine learning avec TensorFlow

Dans cet atelier, vous allez apprendre à utiliser Google Cloud Machine Learning et TensorFlow pour développer et évaluer des modèles de prédiction à l'aide du machine learning.

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Atelier pratique

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.

Atelier pratique

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.

Atelier pratique

Prédire le prix des logements avec Tensorflow et Cloud ML Engine

Dans cet atelier, vous allez créer une solution de machine learning complète à l'aide de Tensorflow et de Cloud ML Engine, et tirer parti du cloud pour effectuer des tâches d'entraînement distribué et de prédiction en ligne.

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Atelier pratique

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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