AI for Everyone Training

Commitment 1 Day, 7-8 hours a day.
Language English
User Ratings Average User Rating 4.8 See what learners said
Price REQUEST
Delivery Options Instructor-Led Onsite, Online, and Classroom Live

COURSE OVERVIEW

The AI for Everyone Training course offers a comprehensive journey through the landscape of artificial intelligence, covering fundamental principles, technological advancements, real-world applications, project workflows, ethical considerations, generative AI, and preparation for an AI-driven future. Participants gain insights into diverse AI technologies and their practical implications across industries, alongside discussions on ethics and societal impact. The course culminates with practical guidance for starting with AI, providing resources for further exploration. Overall, participants are equipped with a holistic understanding of AI, empowering them to navigate its opportunities and challenges in today’s rapidly evolving technological landscape.

COURSE OBJECTIVES

Upon completion of this AI for Everyone Training course, participants can:

  • AI Project Workflow Management
    • Students will learn to manage AI project workflows from data collection and preprocessing to model building, evaluation, and deployment.
  • Ethical Decision-making in AI
    • Students will critically examine AI technology and applications’ ethical considerations. This includes identifying ethical issues, applying ethical frameworks, and making informed, societally beneficial judgments.
  • Creativity and Innovation with Generative AI
    • Students will examine how generative AI promotes creativity and innovation. This involves deep learning-based generative models to generate new ideas, designs, and content.
  • Critical thinking and problem-solving
    • Students will improve their critical thinking and problem-solving skills, evaluate approaches, and create innovative solutions, encouraging innovation and adaptability in AI problem-solving.
CUSTOMIZE IT
  • We can adapt this AI for Everyone Training course to your group’s background and work requirements at little to no added cost.
  • If you are familiar with some aspects of this AI for Everyone course, we can omit or shorten their discussion.
  • We can adjust the emphasis placed on the various topics or build the AI for Everyone course around the mix of technologies of interest to you (including technologies other than those included in this outline).
  • If your background is nontechnical, we can exclude the more technical topics, include the topics that may be of special interest to you (e.g., as a manager or policymaker), and present the AI for Everyone course in a manner understandable to lay audiences.
AUDIENCE/TARGET GROUP

The target audience for this AI Everyone course:

  • ALL
CLASS PREREQUISITES

The knowledge and skills that a learner must have before attending this AI for Everyone course are:

  • Understand the basics of digital technologies and how they affect life
  • Awareness of ethical principles and societal impact of technology
  • Curiosity and openness to learning about new concepts and technologies

COURSE SYLLABUS

Module 1: Introduction to Artificial Intelligence (AI)

  • What is Artificial Intelligence?
  • A Brief History of AI
  • Demystifying AI: Myths vs. Reality
  • The Significance of AI in Everyday Life

Module 2: AI Technologies

  • Machine Learning: Basics and Beyond
  • Deep Learning and Neural Networks
  • AI Technologies in Action: Simplified Examples
  • Interactive Workshop: Exploring AI

Module 3: AI in Action: Applications and Case Studies

  • Introduction to AI Applications
  • Case Study 1: Smart Speakers
  • Case Study 2: Self-Driving Cars
  • Case Study 3: Healthcare Applications

Module 4: The Workflow of AI Projects

  • Introduction to AI Project Workflow
  • Problem Definition and Data Preparation
  • Model Selection, Training, and Validation
  • Deployment and Integration
  • Evaluation and Iteration

Module 5: Ethics and Social Implications of AI

  • Introduction to AI Ethics and Social Implications
  • Bias and Fairness in AI
  • Privacy and Security in the Age of AI
  • Responsible AI Development
  • AI and Society: Looking Ahead

Module 6: Generative AI and Creativity

  • Introduction to Generative AI
  • Applications of Generative AI in Creativity
  • Ethical Considerations in Generative AI
  • Exploring the Future of Creativity with AI

Module 7: Preparing for An AI-Driven Future

  • The Future Landscape of AI
  • AI and the Transformation of Work
  • Lifelong Learning in an AI World
  • Staying Relevant in an AI-Driven World
  • Interactive Discussion: Preparing for the Future with AI

Module 8: Starting with AI: First Steps and Resources

  • Introduction to Starting with AI
  • Choosing AI Projects
  • Forming AI Teams
  • Resources for Learning and Development in AI
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