Hands on Artificial Intelligence on Amazon Web Services: Decrease the Time to Market for AI and ML Applications with the Power of AWS
Material type:
TextPublication details: Packt Publishing Limited 2019 U. K.Description: 412pISBN: - 9781789534146
- 006.3 TRI
| Item type | Current library | Item location | Collection | Call number | Status | Date due | Barcode | Item holds | |
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Reference Book
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NIMA Knowledge Centre | 7th Floor Silence Zone | Reference | 006.3 TRI (Browse shelf(Opens below)) | Not For Loan | T0052507 |
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
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