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AINS6007 Applied AI Programming with Python
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AINS6007: Applied AI Programming with Python
Syllabus: AINS6007 Applied AI Programming with Python
Module 1 Overview
Module 1 Book Prose
Module 1 Assignment: Python project structure for AI
Module 1: Python project structure for AI
Module 1 Narration
Module 1 Instructor Notes
Module 1 Rubric
Module 1 Lab: Python project structure for AI
Module 2 Overview
Module 2 Book Prose
Module 2 Assignment: Data handling with Python libraries
Module 2: Data handling with Python libraries
Module 2 Narration
Module 2 Instructor Notes
Module 2 Rubric
Module 2 Lab: Data handling with Python libraries
Module 3 Overview
Module 3 Book Prose
Module 3 Assignment: Model APIs and reusable components
Module 3: Model APIs and reusable components
Module 3 Narration
Module 3 Instructor Notes
Module 3 Rubric
Module 3 Lab: Model APIs and reusable components
Module 4 Overview
Module 4 Book Prose
Module 4 Assignment: Testing and continuous integration
Module 4: Testing and continuous integration
Module 4 Narration
Module 4 Instructor Notes
Module 4 Rubric
Module 4 Lab: Testing and continuous integration
Module 5 Overview
Module 5 Book Prose
Module 5 Assignment: Application backends and model services
Module 5: Application backends and model services
Module 5 Narration
Module 5 Instructor Notes
Module 5 Rubric
Module 5 Lab: Application backends and model services
Module 6 Overview
Module 6 Book Prose
Module 6 Assignment: User interfaces and workflow integration
Module 6: User interfaces and workflow integration
Module 6 Narration
Module 6 Instructor Notes
Module 6 Rubric
Module 6 Lab: User interfaces and workflow integration
Module 7 Overview
Module 7 Book Prose
Module 7 Assignment: Packaging, environments, and deployment
Module 7: Packaging, environments, and deployment
Module 7 Narration
Module 7 Instructor Notes
Module 7 Rubric
Module 7 Lab: Packaging, environments, and deployment
Module 8 Overview
Module 8 Book Prose
Module 8 Assignment: End-to-end AI application
Module 8: End-to-end AI application
Module 8 Narration
Module 8 Instructor Notes
Module 8 Rubric
Module 8 Lab: End-to-end AI application
Index