Hands-On Artificial Intelligence on Amazon Web Services

Table of Contents

1. Introduction to Artificial Intelligence on AWS
2. Anatomy of an Modern AI Application
3. Detecting and Translating Text with AWS Rekognition and AWS Translate
4. Performing speech-to-text and Vice-versa with AWS Transcribe and AWS Polly
5. Extracting Information from Text with AWS Comprehend
6. Building a Voice Chatbot with AWS Lex
7. Working with Amazon SageMaker
8. Creating Machine Learning Inference Pipelines with Amazon SageMaker
9. Discovering Topics in Text Collections using Amazon SageMaker
10. Classifying Images using Amazon SageMaker
11. Sales Forecasting with Deep Learning and Auto Regression
12. Model Accuracy Degradation and Feedback Loop
13. What's Next