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Machine Intelligence at Google Scale - Vision - Speech API

Offered By: Devoxx via YouTube

Tags

Devoxx Courses Artificial Intelligence Courses Machine Learning Courses Deep Learning Courses Cloud Computing Courses TensorFlow Courses Image Recognition Courses Distributed Training Courses Cloud Vision API Courses

Course Description

Overview

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Explore machine intelligence at Google scale through this Devoxx conference talk. Delve into the challenges of deep learning technology scalability and discover Google's solutions for distributed training on the cloud. Learn about pre-trained ML services like Cloud Vision API and Speech API that operate without training. Examine how TensorFlow and Cloud Machine Learning accelerate custom model training using Google's distributed infrastructure. Gain insights from Guillaume Laforge, Developer Advocate at Google Cloud Platform and Apache Groovy expert, as he discusses AI evolution, Google Photos, translation capabilities, neural networks, and various Google Cloud APIs. Witness demonstrations of image recognition, natural language processing, and speech recognition technologies.

Syllabus

Intro
The AI Winter
Google Photos
Translate
Demo
Machine Learning Solutions
Neural Networks
Encoding
Intensive Flow
Training
Training code
Safe command
Tensorflow
Cloud ML
Cloud ML Code
Command Line
Cloud Platform
Image Recognition Demo
Natural Language API
Cloud Translation API
Google Speech API
Filtering
Cloud Vision API
Demonstration
Weeks Media


Taught by

Devoxx

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