Hands-On Artificial Intelligence on Amazon Web Services
AI in AWS covers primarily two broad topics – a) how to leverage readily available AI/ML APIs and b) how to build, train and deploy ML models from scratch, to solve diverse business problems, such as demand forecasting, image classification, topic modeling, speech and text recognition. By the end of the book, you will have learned how to build production grade AI/ML applications in AWS
Offered by
Difficulty Level
Intermediate
Completion Time
14h12m
Language
English
About Book
Who Is This Book For?
This book is for data scientists, machine learning developers, deep learning researchers, and artificial intelligence enthusiasts who want to harness the power of AWS to implement powerful artificial intelligence solutions. A basic understanding of machine learning concepts is expected.
Hands-On Artificial Intelligence on Amazon Web Services
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 14h12m total length
Introduction to Artificial Intelligence on AWS
Anatomy of an Modern AI Application
Detecting and Translating Text with AWS Rekognition and AWS Translate
Performing speech-to-text and Vice-versa with AWS Transcribe and AWS Polly
Extracting Information from Text with AWS Comprehend
Building a Voice Chatbot with AWS Lex
Working with Amazon SageMaker
Creating Machine Learning Inference Pipelines with Amazon SageMaker
Discovering Topics in Text Collections using Amazon SageMaker
Classifying Images using Amazon SageMaker
Sales Forecasting with Deep Learning and Auto Regression
Model Accuracy Degradation and Feedback Loop
What's Next
Related Resources
Access Ready-to-Use Books for Free!
Get instant access to a library of pre-built books—free trial, no credit card required. Start training your team in minutes!