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?

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