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You are here: Home ▶ Limited-Time Offers ▶ Hands-On Artificial Intelligence on Amazon Web Services

Hands-On Artificial Intelligence on Amazon Web Services

March 10, 2022

Hands-On Artificial Intelligence on Amazon Web Services

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

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