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Distributed Multi-worker TensorFlow Training on Kubernetes
- Distributed Multi-worker TensorFlow Training on Kubernetes
Creating an Object Detection Application Using TensorFlow
This is a self-paced lab that takes place in the Google Cloud console. This lab will show you how to install and run an object detection application. The application uses TensorFlow and other public API…
Advanced Computer Vision with TensorFlow
Introduction to Computer Vision Get a conceptual overview of image classification, object localization, object detection, and image segmentation. Also be able to describe multi-label classification, and distinguish between semantic segmentation and instance segmentation. In the…
Image Super Resolution Using Autoencoders in Keras
Project: Image Super Resolution Using Autoencoders in Keras Welcome to this 1.5 hours long hands-on project on Image Super Resolution using Autoencoders in Keras. In this project, you’re going to learn what an autoencoder is,…
Create a Superhero Name Generator with TensorFlow
Create a Superhero Name Generator with TensorFlow In this guided project, we are going to create a neural network and train it on a small dataset of superhero names to learn to generate similar names….
TensorFlow for Beginners: Basic Binary Image Classification
Project Overview In this project, you’ll embark on an exciting journey of building a machine learning model to classify images of cats and dogs using the power of TensorFlow. This is a beginner project-based course…
TensorFlow for AI: Neural Network Representation
Tensorflow for AI: Neural Network Representation Welcome to this project-based course on Neural Network Representation.This guided project course is part of the «Tensorflow for AI» series, and this series presents material that builds on the…
TensorFlow for AI: Get to Know Tensorflow
Tensorflow for AI: Get to Know Tensorflow Welcome to this project-based course on Learning the basics of Tensorflow for building AI projects. This guided project course is part of the «Tensorflow for AI» series, and…
TensorFlow for AI: Applying Image Convolution
Tensorflow for AI: Applying Image Convolution Welcome to this project-based course on Applying Image Convolution. This guided project course is part of the «Tensorflow for AI» series, and this series presents material that builds on…
TensorFlow on Google Cloud – Español
Module 0: Introducción al curso Este módulo brinda una descripción general del curso y sus objetivos. Module 1: Introducción al ecosistema de TensorFlow En este módulo, se introduce el marco de trabajo de TensorFlow y…
TensorFlow on Google Cloud – Português Brasileiro
Introdução ao curso Este módulo apresenta uma visão geral do curso e dos objetivos a serem alcançados. Introdução ao ecossistema do TensorFlow Este módulo apresenta o framework do TensorFlow e dá uma prévia dos principais…
TensorFlow Serving with Docker for Model Deployment
TensorFlow Serving with Docker for Model Deployment Welcome to this hands-on, guided project on deploying deep learning models using TensorFlow Serving with Docker. In the next hour and a half, you will train and export…
Tensorflow : Analyse de Sentiments avec Word Embedding
Project Overview Dans ce projet guidé, vous créerez un modèle de Machine Learning d’analyse de sentiments par classification de textes avec Tensorflow, en utilisant le plongement de mots (Word Embedding). Vous allez vous exercer avec…
Intro to TensorFlow en Français
Présentation du cours Ce module présente le cours et ses objectifs. Présentation de l’écosystème TensorFlow Ce module présente le framework TensorFlow, ses composants principaux ainsi que la hiérarchie globale de l’API. Concevoir et créer un…
Intro to TensorFlow en Español
Introducción al curso Este curso es una introducción a TensorFlow 2.x, que incorpora la facilidad de uso de Keras para compilar modelos de aprendizaje automático. En este curso, se abarcarán el diseño y la compilación…