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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
How to Use AINS6007
Technical Requirements and Setup
Authoritative Readings and Resources
Module 1: Python project structure for AI
Module 1 Book Prose
Module 1: Python project structure for AI
Module 1 Narrated Study Guide
Module 1 Rubric
Module 2: Data handling with Python libraries
Module 2 Book Prose
Module 2: Data handling with Python libraries
Module 2 Narrated Study Guide
Module 2 Rubric
Module 3: Model APIs and reusable components
Module 3 Book Prose
Module 3: Model APIs and reusable components
Module 3 Narrated Study Guide
Module 3 Rubric
Module 4: Testing and continuous integration
Module 4 Book Prose
Module 4: Testing and continuous integration
Module 4 Narrated Study Guide
Module 4 Rubric
Module 5: Application backends and model services
Module 5 Book Prose
Module 5: Application backends and model services
Module 5 Narrated Study Guide
Module 5 Rubric
Module 6: User interfaces and workflow integration
Module 6 Book Prose
Module 6: User interfaces and workflow integration
Module 6 Narrated Study Guide
Module 6 Rubric
Module 7: Packaging, environments, and deployment
Module 7 Book Prose
Module 7: Packaging, environments, and deployment
Module 7 Narrated Study Guide
Module 7 Rubric
Module 8: End-to-end AI application
Module 8 Book Prose
Module 8: End-to-end AI application
Module 8 Narrated Study Guide
Module 8 Rubric
Index