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AI+ Architect™
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Introduction
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Lab Instructions
Module 1: Fundamentals of Neural Networks
Module 1: Fundamentals of Neural Networks
Quiz
Lab Practice 1.1
Lab Practice 1.2
Lab Practice 1.3
Lab Practice 1.4
Python File Download
Module 2: Neural Network Optimization
Module 2: Neural Network Optimization
Quiz
Lab Practice 2.1
Lab Practice 2.2
Lab Practice 2.3
Python File Download
Module 3: Neural Network Architectures for NLP
Module 3: Neural Network Architectures for NLP
Quiz
Lab Practice 3.1
Python File Download
Module 4: Neural Network Architectures for Computer Vision
Module 4: Neural Network Architectures for Computer Vision
Quiz
Lab Practice 4.1
Lab Practice 4.2
Python File Download
Module 5: Model Evaluation and Performance Metrics
Module 5: Model Evaluation and Performance Metrics
Quiz
Lab Practice 5.1
Lab Practice 5.2
Lab Practice 5.3
Lab Practice 5.4
Lab Practice 5.5
Lab Practice 5.6
Lab Practice 5.7
Lab Practice 5.8
Python File Download
Module 6: AI Infrastructure and Deployment
Module 6: AI Infrastructure and Deployment
Quiz
Lab Practice 6.1
Python File Download
Module 7: AI Ethics and Responsible AI Design
Module 7: AI Ethics and Responsible AI Design
Quiz
Lab Practice 7.1
Lab Practice 7.2
Python File Download
Module 8: Generative AI Models
Module 8: Generative AI Models
Quiz
Lab Practice 8.1
Lab Practice 8.2
Lab Practice 8.3
Lab Practice 8.4
Lab Practice 8.5
Python File Download
Module 9: Research-Based AI Design
Module 9: Research-Based AI Design
Lab Practice 9.1
Python File Download
Module 10: Capstone Project and Course Review
Module 10: Capstone Project and Course Review
Lab Practice 10.1
Lab Practice 10.2
Lab Practice 10.3
Python File Download
Resources
AI+ Architect Blueprint
AI+ Architect Detailed Curriculum
AI+ Architect Tools
AI+ Architect Resources and References
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Architect Examination
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AI+ Architect™
