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Introduction
Course Introduction
Audio Book: Introduction AI+ Everyone
Module 1: Introduction to Artificial Intelligence
Module 1: Introduction to Artificial Intelligence
Audio Book: Introduction to Artificial Intelligence
Podcast: Introduction to Artificial Intelligence
1.1 Defining AI: The Science and Engineering of Making Intelligent Machines
1.2 The Spectrum of AI: Narrow AI vs. General AI
1.3 Examples of AI in Everyday Life
Activity: Multiple Response
1.4 The Inception of AI: Key Figures and Milestones
1.5 AI Through the Ages: From Turing to Resurgence
Activity: Pop-up
1.6 Demystifying AI: Myths vs. Reality
Activity: True/False
1.7 AI in Consumer Technology and Workplace
1.8 The Societal Impact of AI: Healthcare, Education, and Beyond
Activity: Knowledge Check
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Quiz
Module 2: AI Technologies
Module 2: AI Technologies
Audio Book: AI Technologies
Podcast: AI Technologies
2.1 Understanding Machine Learning Algorithms: Supervised vs. Unsupervised Learning
2.2 Real-World Applications of Machine Learning
2.3 Tools and Platforms for Machine Learning Development
Activity: Tab
2.4 The Architecture of Neural Networks: Neurons, Layers, and Activation Functions
2.5 Introduction to Deep Learning: Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), And Transformers
2.6 Case Studies: Image Recognition, Natural Language Processing
Activity: Hotspot
2.7 Demonstrating How AI Powers Everyday Applications
2.8 The Role of Data in Training AI Models
2.9 Limitations and Challenges of Current AI Technologies
Activity: Flip Card
Activity: Knowledge Check
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Module 3: AI in Action: Applications and Case Studies
Module 3: AI in Action: Applications and Case Studies
Audio Book: AI in Action: Applications and Case Studies
Podcast: AI in Action: Applications and Case Studies
3.1 AI’s Impact: Transforming Sectors and Industries
3.2 Introduction to the Case Study Method
Activity: Case Study
3.3 Technology Behind Smart Speakers: Voice Recognition and Natural Language Processing
3.4 Impact on Consumer Behavior and the Future of Voice Technology
Activity: Tab
3.5 Overview of Autonomous Vehicle Technology: Sensors, Data, And AI Decision-Making
3.6 Self-Driving Cars: Ethics, Challenges, and Opportunities
Activity: True/False
3.7 AI in Healthcare: From Diagnostics to Personalized Medicine
3.8 Ethical Implications: Patient Privacy and AI Decision-Making in Healthcare
Activity: Carousel
Activity: Knowledge Check
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Module 4: The Workflow of AI Projects
Module 4: The Workflow of AI Projects
Audio Book: The Workflow of AI Projects
Podcast: The Workflow of AI Projects
4.1 Overview of the AI Project Lifecycle
4.2 Navigating AI Projects: Milestones and Clear Objectives
Activity: Hotspot
4.3 Identifying and Defining the AI Problem
4.4 Data Collection, Cleaning and Pre-processing Techniques
Activity: Hotspot
4.5 Overview of Common AI Models and Algorithms
4.6 Training the Model: Techniques, Tools, and Best Practices
4.7 Validating the Model: Performance Metrics and Validation Strategies
Activity: Drag-and-Drop
4.8 AI Deployment: Integration, Monitoring, and Maintenance
Activity: Pop-up
4.9 Measuring Success and Refining AI Models)
4.10 Case study: Development of a Smart Assistant for Customer Support as an AI Project from Start to Finish
Activity: Tab
Activity: Knowledge Check
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Module 5: Ethics and Social Implications of AI
Module 5: Ethics and Social Implications of AI
Audio Book: Ethics and Social Implications of AI
Podcast: Ethics and Social Implications of AI
5.1 The Importance of Ethics in AI Development and Application
5.2 Ethical AI: Addressing Concerns for Positive Societal Impact
Activity: Flip Card
5.3 Bias and Fairness in AI
Activity: Hotspot
5.4 Privacy and Security in the Age of AI
Activity: Drag and Drop
5.5 Responsible AI Development
Activity: Hotspot
5.6 AI and Society: Looking Ahead)
Activity: Case Study
Activity: Knowledge Check
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Module 6: Generative AI and Creativity
Module 6: Generative AI and Creativity
Audio Book: Generative AI and Creativity
Podcast: Generative AI and Creativity
6.1 Defining Generative AI and its Distinction from Other AI Technologies
6.2 Overview of Generative AI Models (e.g., GANs, VAEs, Transformer models)
6.3 The Role of Generative AI in Creativity and Innovation
Activity: Hotspot
6.4 Case Studies of Generative AI in Art, Music, Writing, and Design
6.5 Demonstrating Tools and Platforms that Leverage Generative AI for Creative Purposes
6.6 The Creative Process Augmented by AI: Collaboration between Humans and Machines
Activity: Drag and Drop
6.7 Ethical Considerations in Generative AI
Activity: True/False
6.8 Exploring the Future of Creativity with AI
Activity: Knowledge Check
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Module 7: Preparing for AI Driven Future
Module 7: Preparing for AI Driven Future
Audio Book: Preparing for an AI-Driven Future
Podcast: Preparing for AI Driven Future
7.1 The Future Landscape of AI
Activity: Problem Statement
7.2 AI and the Transformation of Work
Activity: Carousel
7.3 Lifelong Learning in an AI World
7.4 Strategies for Individuals and Organizations to Leverage AI for Growth
7.5 Navigating Ethical Considerations and Societal Impacts in AI Adoption
7.6 Case Studies: Successful Adaptation and Innovation in the AI Era
Activity: Accordion
7.7 Preparing for the Future with AI
Activity: Problem Statement
Activity: Knowledge Check
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Module 8: Starting with AI: First Steps and Resources
Module 8: Starting with AI: First Steps and Resources
Audio Book: Starting with AI: First Steps and Resources
Podcast: Starting with AI: First Steps and Resources
8.1 The Importance of a Strategic Approach to AI Adoption
8.2 Understanding AI Ecosystem and Assessing Readiness
Activity: Timeline
8.3 Identifying and Selecting Promising AI Opportunities
8.4 Setting Realistic Goals and Expectations for AI Initiatives
8.5 Key Roles and Skills Needed for AI Projects
8.6 Building vs. Buying AI Capabilities: Considerations and Strategies
8.7 Fostering a Culture of AI Innovation and Learning
Activity: Case Study
8.8 Resources for Learning and Development in AI
Activity: Hotspot
Activity: Knowledge Check
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Additional Module - AI Agents For Everyone
AI Agent Everyone
Resources
AI+ Everyone Blueprint
AI+ Everyone Detailed Curriculum
AI+ Everyone Tools
AI+ Everyone Resources and References
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