TY - BOOK AU - Tripuraneni, Subhashini AU - Song, Charles TI - Hands on Artificial Intelligence on Amazon Web Services: Decrease the Time to Market for AI and ML Applications with the Power of AWS SN - 9781789534146 U1 - 006.3 PY - 2019/// CY - U. K. PB - Packt Publishing Limited KW - Computer Engineering N1 - 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 Technical Requirements Building a Voice Chatbot with Amazon Lex Understanding the Friendly Human Computer Interface Contact Assistant Architecture Section 3: Training Machine Learning Models with Amazon Sage Maker Working with Amazon Sage Maker Technical Requirements Creating Machine Learning Interface Pipelines Technical Requirements Discovering Topics in Text Collection Technical Requirements Classifying Images Using Amazon Sage Maker Technical Requirements Sales Forecasting with Deep Learning and Auto Regression Section 4: Machine Learning Model Monitoring and Governance Model Accuracy Degradation and Feedback Loops Technical Requirements What is Next? ER -