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AI+ Everyone Fundamentals™
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Introduction
Course Introduction
Audio Book: Introduction AI+ Everyone Fundamentals
Module 1: Introduction to Artificial Intelligence
Ebook Module 1: Introduction to Artificial Intelligence
Audio Book: Introduction to Artificial Intelligence
Podcast: Introduction to Artificial Intelligence
Video 1.1 Defining AI: The Science and Engineering of Making Intelligent Machines
Video 1.2 The Spectrum of AI: Narrow AI vs. General AI
Video 1.3 Examples of AI in Everyday Life
Video 1.4 The Inception of AI: Key Figures and Milestones
Video 1.5 AI Through the Ages: From Turing to Resurgence
Activity: Pop-up
Video 1.6 Demystifying AI: Myths vs. Reality
Video 1.7 AI in Consumer Technology and Workplace
Video 1.8 The Societal Impact of AI: Healthcare, Education, and Beyond
Activity: Popup
Quiz
Hands On
Module 2: AI Technologies
Ebook Module 2: AI Technologies
Audio Book: AI Technologies
Podcast: AI Technologies
Video 2.1 Understanding Machine Learning Algorithms: Supervised vs. Unsupervised Learning
Video 2.2 Real-World Applications of Machine Learning
Video 2.3 Tools and Platforms for Machine Learning Development
Video 2.4 The Architecture of Neural Networks: Neurons, Layers, and Activation Functions
Video 2.5 Introduction to Deep Learning: Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), And Transformers
Video 2.6 Case Studies: Image Recognition, Natural Language Processing
Video 2.7 Demonstrating How AI Powers Everyday Applications
Video 2.8 The Role of Data in Training AI Models
Video 2.9 Limitations and Challenges of Current AI Technologies
Hands - On 1
Hands - On 2
Quiz
Activity: Tab
Module 3: AI in Action: Applications and Case Studies
Ebook 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
Video 3.1 AI’s Impact: Transforming Sectors and Industries
Video 3.2 Introduction to the Case Study Method
Video 3.3 Technology Behind Smart Speakers: Voice Recognition and Natural Language Processing
Video 3.4 Impact on Consumer Behavior and the Future of Voice Technology
Video 3.5 Overview of Autonomous Vehicle Technology: Sensors, Data, And AI Decision-Making
Video 3.6 Self-Driving Cars: Ethics, Challenges, and Opportunities
Video 3.7 AI in Healthcare: From Diagnostics to Personalized Medicine
Video 3.8 Ethical Implications: Patient Privacy and AI Decision-Making in Healthcare
Activity: Problem statement
Hands - On 1
Hands - On 2
Quiz
Module 4: The Workflow of AI Projects
Ebook Module 4: The Workflow of AI Projects
Audio Book: The Workflow of AI Projects
Podcast: The Workflow of AI Projects
Video 4.1 Overview of the AI Project Lifecycle
Video 4.2 Navigating AI Projects: Milestones and Clear Objectives
Video 4.3 Identifying and Defining the AI Problem
Video 4.4 Data Collection, Cleaning and Pre-processing Techniques
Video 4.5 Overview of Common AI Models and Algorithms
Video 4.6 Training the Model: Techniques, Tools, and Best Practices
Video 4.7 Validating the Model: Performance Metrics and Validation Strategies
Video 4.8 AI Deployment: Integration, Monitoring, and Maintenance
Video 4.9 Measuring Success and Refining AI Models
Video 4.10 Case study: Development of a Smart Assistant for Customer Support as an AI Project from Start to Finish
Activity: Hotspot
Hands - On
Quiz
Module 5: Ethics and Social Implications of AI
Ebook Module 5: Ethics and Social Implications of AI
Audio Book: Ethics and Social Implications of AI
Podcast: Ethics and Social Implications of AI
Video 5.1 The Importance of Ethics in AI Development and Application
Video 5.2 Ethical AI: Addressing Concerns for Positive Societal Impact
Video 5.3 Bias and Fairness in AI
Video 5.4 Privacy and Security in the Age of AI
Activity: Drag and Drop
Video 5.5 Responsible AI Development
Video 5.6 AI and Society: Looking Ahead
Activity: Flipcard
Hands - On 1
Hands - On 2
Quiz
Module 6: Generative AI and Creativity
Ebook Module 6: Generative AI and Creativity
Audio Book: Generative AI and Creativity
Podcast: Generative AI and Creativity
Video 6.1 Defining Generative AI and its Distinction from Other AI Technologies
Video 6.2 Overview of Generative AI Models (e.g., GANs, VAEs, Transformer models)
Video 6.3 The Role of Generative AI in Creativity and Innovation
Video 6.4 Case Studies of Generative AI in Art, Music, Writing, and Design
Video 6.5 Demonstrating Tools and Platforms that Leverage Generative AI for Creative Purposes
Video 6.6 The Creative Process Augmented by AI: Collaboration between Humans and Machines
Video 6.7 Ethical Considerations in Generative AI
Video 6.8 Exploring the Future of Creativity with AI
Video 6.9 Modern Generative AI Architectures (Diffusion, LLMs, Multimodal Models)
Activity: Drag & Drop
Hands - On
Quiz
Module 7: Preparing for an AI-Driven Future
Ebook Module 7: Preparing for an AI-Driven Future
Audio Book: Preparing for an AI-Driven Future
Podcast: Preparing for an AI-Driven Future
Video 7.1 The Future Landscape of AI
Video 7.2 AI and the Transformation of Work
Video 7.3 Lifelong Learning in an AI World
Video 7.4 Strategies for Individuals and Organizations to Leverage AI for Growth
Video 7.5 Navigating Ethical Considerations and Societal Impacts in AI Adoption
Video 7.6 Case Studies: Successful Adaptation and Innovation in the AI Era
Video 7.7 Preparing for the Future with AI
Activity: Carousel
Hands - On
Quiz
Module 8: Starting with AI: First Steps and Resources
Ebook 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
Video 8.1 The Importance of a Strategic Approach to AI Adoption
Video 8.2 Understanding AI Ecosystem and Assessing Readiness
Video 8.3 Identifying and Selecting Promising AI Opportunities
Video 8.4 Setting Realistic Goals and Expectations for AI Initiatives
Video 8.5 Key Roles and Skills Needed for AI Projects
Video 8.6 Building vs. Buying AI Capabilities: Considerations and Strategies
Video 8.7 Fostering a Culture of AI Innovation and Learning
Video 8.8 Resources for Learning and Development in AI
Activity: Timeline
Hands - On
Quiz
Additional Module - AI Agents For Everyone
Ebook Module - AI Agents For Everyone
Video 1.1 The Significance of AI Agents in Our Lives
Video 1.2 Applications and Trends of AI Agents for Everyone
Video 1.3 Understanding the mechanics, core traits, and significance of AI agents.
Video 1.4 Types of AI Agents
Video 1.5 Case Studies: AI Agents in Personal Assistants and Autonomous Vehicles
Resources
AI+ Everyone Fundamentals Blueprint
AI+ Everyone Fundamentals Detailed Curriculum
AI+ Everyone Fundamentals Tools
AI+ Everyone Fundamentals Resources and References
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Everyone Fundamentals Examination
AI+ Everyone Fundamentals Examination
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Información del curso
AI+ Everyone Fundamentals™
Skill Level
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Beginner
certificate name
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AI+ Everyone Fundamentals™
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