With Hands-On Artificial Intelligence on Amazon Web Services, you’ll work through hands-on exercises and learn to use these services to solve real-world problems. You’ll even design, develop, monitor, and maintain machine and deep learning models on AWS. (Limited-time offer)
Table of Contents
- Section 1: Introduction and Anatomy of a Modern AI Application
- Introduction to Artificial Intelligence on Amazon Web Services
- Anatomy of a Modern AI Application
- Section 2: Building Applications with AWS AI Services
- Detecting and Translating Text with Amazon Rekognition and Translate
- Performing Speech-to-Text and Vice Versa with Amazon Transcribe and Polly
- Extracting Information from Text with Amazon Comprehend
- Building a Voice Chatbot with Amazon Lex
- Section 3: Training Machine Learning Models with Amazon SageMaker
- Working with Amazon SageMaker
- Creating Machine Learning Inference Pipelines
- Discovering Topics in Text Collection
- Classifying Images Using Amazon SageMaker
- Sales Forecasting with Deep Learning and Auto Regression
- Section 4: Machine Learning Model Monitoring and Governance
- Model Accuracy Degradation and Feedback Loops
- What Is Next?
Download Free PDF / Read Online
Author(s): Subhashini Tripuraneni, Charles Song
Publisher: Packt Publishing
Published: October 2019
Format(s): Online
File size: –
Number of pages: 426
Download / View Link(s): This offer has ended.
Free as of 03/10/2022
Publisher: Packt Publishing
Published: October 2019
Format(s): Online
File size: –
Number of pages: 426
Download / View Link(s): This offer has ended.
Free as of 03/10/2022