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AI Project Overview
Welcome to SMART Street Academy
Course Overview - AI Project Overview
Course Topics - AI Project Overview
Course Disclaimer
Introduction to AI Project
Chapter Overview - Introduction to AI Project
Understanding AI and its Business Impact
Key Components of an AI Project
AI vs Traditional Software Projects
AI Project Lifecycle Overview
Quiz - Introduction to AI Project
AI Project Type - Traditional AI
Chapter Overview - AI Project Type - Traditional AI
AI Project Type - Traditional AI
Data Analytics
Machine Learning
Deep Learning
What is Artificial Intelligence?
Quiz - AI Project Type - Traditional AI
AI Project Type - Generative AI
Chapter Overview - AI Project Type - Generative AI
AI Project Type - Generative AI
Prompt Engineering
Retrieval Augmented Generation - RAG
Fine-Tuning Large Language Model - LLM
AI Content Generation
What is Generative AI?
Quiz - AI Project Type - Generative AI
AI Project for Business
Chapter Overview - AI Project for Business
Identifying Business Problems AI Can Solve
Aligning AI Initiatives with Business Objectives
Defining KPIs for AI Project
Thoughts on AI Project for Business
Data Consideration in AI Project
Chapter Overview - Data Consideration in AI Project
Importance of High Quality Data
Data Collection, Processing and Management
Data Privacy, Security and Compliance
Thoughts on Data Consideration in AI Project
AI Project Team and Collaboration
Chapter Overview - AI Project Team and Collaboration
Key Roles in an AI Project
Collaboration between Business and Technical Teams
Agile and DevOps Practices in AI Projects
Thoughts on AI Project Team and Collaboration
Next Steps
Congratulations on Course Completion
Best Practices for AI Projects
What is Agentic AI?
Quiz - AI Project Overview