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YouTube

Machine Learning for Developers - Deep Dive

Devoxx via YouTube

Overview

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Dive deep into machine learning and voice recognition technologies with this comprehensive conference talk from Devoxx. Explore how to add predictive capabilities and voice-powered experiences to applications using Amazon's Machine Learning engine and Alexa Voice Service. Learn about the Alexa Skills Kit for teaching new skills to Alexa, and discover how to build engaging voice experiences for connected devices. Follow along as the speakers demonstrate creating custom interaction models, handling intents, and working with session attributes. Gain insights into building and using machine learning models, creating data sources, and leveraging AWS cloud services to bring smart features to your applications, even without extensive data science expertise.

Syllabus

Introduction
How Alexa works
Voice Model
Skills
Lambda
Blueprint
OnIntent
Permissions
Trigger
Execution
Log File
Throttle
Limits
Custom Interaction Model
Intent Schema
List of Colors
Test
Session attribute
Handling YesNo Intent
How to build a model
Creating a data source
Using the model

Taught by

Devoxx

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