更新时间：2021-06-18 18:19:47
封面
版权信息
Preface
1. An Introduction to AWS
Introduction
How Is AWS Special?
What Is Amazon S3?
Core S3 Concepts
Data Replication
The AWS CLI
CLI Usage
Recursion and Parameters
Using the AWS Console to Identify ML Services
Summary
2. Analyzing Documents and Text with Natural Language Processing
Serverless Computing
Amazon Comprehend
What Is an NLP Service?
Using Amazon Comprehend to Inspect Text and Determine the Primary Language
Extracting Information from a Set of Documents
Setting Up a Lambda Function and Analyzing Imported Text Using Comprehend
Amazon Textract
3. Topic Modeling and Theme Extraction
Topic Modeling with Latent Dirichlet Allocation (LDA)
Amazon Comprehend—Topic Modeling Guidelines
4. Conversational Artificial Intelligence
Introduction to Conversational AI
What Is a Chatbot?
What Is Natural Language Understanding?
Best Practices for Designing Conversational AI
Creating a Custom Chatbot
A Bot That Recognizes an Intent and Filling a Slot
Lambda Function – Implementing Business Logic
5. Using Speech with the Chatbot
Amazon Connect Basics
Interacting with the Chatbot
Talking to Your Chatbot through a Call Center Using Amazon Connect
Using Amazon Lex Chatbots with Amazon Connect
6. Computer Vision and Image Processing
Amazon Rekognition Basics
Rekognition and Deep Learning
Image Moderation
Facial Analysis
Celebrity Recognition
Face Comparison
Text in Images
Appendix
