AI for Everyone: Master the Basics

Syllabus

Module 0: Welcome

• Video: Course Introduction
• Reading: General Information
• Reading: Learning Objectives and Syllabus
• Reading: How to Make the Most of This Course
• Grading Scheme

Module 1: Introduction and Applications of AI

• Reading: Module Introduction and Learning Objectives
• Video: Introducing AI
• Video: Artificial Intelligence vs. Augmented Intelligence
• Video: Introducing Generative AI and Its Use Cases
• Reading: Different types of AI
• Video: The Evolution of AI: Traditional AI vs. Generative AI
• Video: Artificial Intelligence - Are We There Yet?
• Video: AI in Daily Life
• Video: AI Chatbots and Smart Assistants
• Video: What Is a Chatbot?
• Lab: AI Assistant-User Conversations
• Video: Applications of AI in Different Industries
• Video: Generative AI Tools and Applications
• Video: Ten Everyday AI and Machine Learning Use Cases
• Lab: Generative AI Tools in Action
• Practice Quiz: Module 1: Introduction and Applications of AI
• Module Summary
• Graded Quiz: Introduction and Applications of AI

Module 2: AI Concepts, Terminology, and Application Domains

• Reading: Module Introduction and Learning Objectives
• Video: Cognitive Computing
• Video: Terminologies and Related Concepts of AI
• Video: Machine Learning
• Video: Machine Learning: Techniques and Training
• Video: Deep Learning
• Video: Neural Networks
• Video: Machine Learning vs. Deep Learning
• Video: Generative AI Models
• Video: Large Language Models
• Activity: AI Integration in Everyday Life
• Video: Machine Learning vs. Deep Learning vs. Foundation Models
• Video: Natural Language Processing, Speech, and Computer Vision
• Video: What Is NLP (Natural Language Processing)?
• Video: Self-Driving Cars
• Video: AI and Cloud Computing, Edge Computing, and IoT
• Practice Quiz: Module 2: AI Concepts, Terminology, and Application Domains
• Module Summary
• Graded Quiz: AI Concepts, Terminology, and Application Domains

Module 3: Business and Career Transformation Through AI

• Reading: Module Introduction and Learning Objectives
• Video: AI Agents
• Video: What Are AI Agents?
• Video: Robotics and Automation
• Video: Transforming Businesses Through AI
• Video: The Rise of Generative AI for Business
• Lab: Generative AI for Business Transformation
• Video: Become a Value Creator with Generative AI
• Reading: Introduction to RAG
• Video: What Is Retrieval-Augmented Generation (RAG)?
• Video: Adopting AI in Your Business
• Video: Frameworks for AI Adoption
• Reading: AI Adoption Frameworks: Amazon, OpenAI, and Facebook
• Video: Transforming Your Work Through AI Tools
• Video: Career Opportunities with AI
• Lab: Using Generative AI for Your Work
• Video: Humans vs. AI: Who Should Make the Decision?
• Practice Quiz: Module 3: Business and Career Transformation Through AI
• Module Summary
• Graded Quiz: Business and Career Transformation Through AI

Module 4: Issues, Concerns, and Ethical Considerations

• Reading: Module Introduction and Learning Objectives
• Video: Ethical Considerations and Responsible Use of AI
• Video: Considerations Around Generative AI
• Video: Why Large Language Models Hallucinate
• Video: Perspective of Key Players Around AI Ethics
• Video: The Importance of AI Governance
• Activity: Responsible Use of AI at Work
• Video: How to implement AI Ethics
• Practice Quiz: Module 4: Issues, Concerns, and Ethical Considerations
• Reading: Lesson Summary
• Final Project: Transforming Organizational Functions with Generative AI
• Course Graded Quiz: Introduction to Artificial Intelligence (AI)
• Retake Exam

Course Wrap-Up

• Video: Course Wrap-Up
• Reading: Congratulations and Next Steps
• Reading: Glossary: Introduction to Artificial Intelligence (AI)
• Thanks from the Course Team

Copyrights and Trademarks

• Course Rating
• Feedback

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