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AI+ Everyone™ - Chinese
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Introduction
Course Introduction
Audio Book: Introduction AI+ Everyone
Module 1: 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
1.4 The Inception of AI: Key Figures and Milestones
1.5 AI Through the Ages: From Turing to Resurgence
1.6 Demystifying AI: Myths vs. Reality
1.7 AI in Consumer Technology and Workplace
1.8 The Societal Impact of AI: Healthcare, Education, and Beyond
Module 1: Introduction to Artificial Intelligence
Audio Book: Introduction to Artificial Intelligence
Podcast: Introduction to Artificial Intelligence
Activity: Multiple Response
Activity: Pop-up
Activity: True/False
Activity: Knowledge Check
Quiz
Hands On
Tools Walkthrough - ChatGPT Free
Module 02: 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
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
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
2.10 Using A Simple AI Tool or Platform
Module 2: AI Technologies
Audio Book: AI Technologies
Podcast: AI Technologies
Activity: Tab
Activity: Hotspot
Activity: Flip Card
Activity: Knowledge Check
Hands - On 1
Hands - On 2
Quiz
Tools Walkthrough - Google Gemini (Previously Bard)
Module 03: AI in Action: Applications and Case Studies
3.1 AI’s Impact: Transforming Sectors and Industries
3.2 Introduction to the Case Study Method
3.3 Technology Behind Smart Speakers: Voice Recognition and Natural Language Processing
3.4 Impact on Consumer Behavior and the Future of Voice Technology
3.5 Overview of Autonomous Vehicle Technology: Sensors, Data, And AI Decision-Making
3.6 Self-Driving Cars: Ethics, Challenges, and Opportunities
3.7 AI in Healthcare: From Diagnostics to Personalized Medicine
3.8 Ethical Implications: Patient Privacy and AI Decision-Making in Healthcare
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
Activity: Case Study
Activity: Tab
Activity: True/False
Activity: Carousel
Activity: Knowledge Check
Hands - On 1
Hands - On 2
Quiz
Tools Walkthrough - Canva Magic Write
Module 04: The Workflow of AI Projects
4.1 Overview of the AI Project Lifecycle
4.2 Navigating AI Projects: Milestones and Clear Objectives
4.3 Identifying and Defining the AI Problem
4.4 Data Collection, Cleaning and Pre-processing Techniques
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
4.8 AI Deployment: Integration, Monitoring, and Maintenance
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
Module 4: The Workflow of AI Projects
Audio Book: The Workflow of AI Projects
Podcast: The Workflow of AI Projects
Activity: Hotspot
Activity: Hotspot
Activity: Drag-and-Drop
Activity: Pop-up
Activity: Tab
Activity: Knowledge Check
Hands - On
Quiz
Tools Walkthrough - Grammarly Free
Module 05: Ethics and Social Implications of AI
5.1 The Importance of Ethics in AI Development and Application
5.2 Addressing Concerns for Positive Societal Impact
5.3 Bias and Fairness in AI
5.4 Privacy and Security in the Age of AI
5.5 Responsible AI Development
5.6 AI and Society: Looking Ahead
Module 5: Ethics and Social Implications of AI
Audio Book: Ethics and Social Implications of AI
Podcast: Ethics and Social Implications of AI
Activity: Flip Card
Activity: Hotspot
Activity: Drag and Drop
Activity: Hotspot
Activity: Case Study
Activity: Knowledge Check
Hands - On
Quiz
Tools Walkthrough - You.com AI Search
Module 06: 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
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
6.7 Ethical Considerations in Generative AI
6.8 Exploring the Future of Creativity with AI
Module 6: Generative AI and Creativity
Audio Book: Generative AI and Creativity
Podcast: Generative AI and Creativity
Activity: Hotspot
Activity: Drag and Drop
Activity: True/False
Activity: Knowledge Check
Hands - On
Quiz
Tools Walkthrough - Google AI Essentials
Module 07: Preparing for AI Driven Future
7.1 The Future Landscape of AI
7.2 AI and the Transformation of Work
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
7.7 Preparing for the Future with AI
Module 7: Preparing for an AI-Driven Future
Audio Book: Preparing for an AI-Driven Future
Podcast: Preparing for an AI-Driven Future
Activity: Problem Statement
Activity: Carousel
Activity: Accordion
Activity: Problem Statement
Activity: Knowledge Check
Hands - On 1
Hands - On 2
Quiz
Tools Walkthrough - IBM SkillsBuild
Tools Walkthrough - Google AI Experiments
Module 08: 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
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
8.8 Resources for Learning and Development in AI
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
Activity: Timeline
Activity: Case Study
Activity: Hotspot
Activity: Knowledge Check
Hands - On
Quiz
Tools Walkthrough - DataCamp Free AI Tracks
Tools Walkthrough - FutureLearn AI Courses
Course Summary
Course Summary
AI Agents Everyone
1.1 The Significance of AI Agents in Our Lives
1.2 Applications and Trends of AI Agents for Everyone
1.3 Understanding the mechanics, core traits, and significance of AI agents.
1.4 Types of AI Agents
1.5 Case Studies: AI Agents in Personal Assistants and Autonomous Vehicles
Graded Assessment- 5 Questions
Resources
AI+ Everyone Blueprint
AI+ Everyone Detailed Curriculum
AI+ Everyone Tools
AI+ Everyone Resources and References
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Everyone Examination
AI+ Everyone Examination
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