
Learn the basics of AI
AI is not only for engineers. AI for Everyone , a non-technical course, will help you understand AI technologies and spot opportunities to apply AI to problems in your own organization. You will see examples of what today’s AI can – and cannot – do. Finally, you will understand how AI is impacting society and how to navigate through this technological change.
If you are a non-technical business professional, “AI for Everyone” will help you understand how to build a sustainable AI strategy. If you are a machine learning engineer or data scientist, this is the course to ask your manager, VP or CEO to take if you want them to understand what you can (and cannot!) do.
Duration: 4 weeks
Level: Beginner level
Total Time Commitment: 9 hours
Level: Introductory
Format: Self-paced
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Non-technical professionals seeking to understand AI concepts and applications.
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Managers, VPs, and CEOs aim to leverage AI effectively in their organizations.
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Machine learning engineers or data scientists who want their leadership to better understand AI capabilities and limitations.
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AI terminology
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AI strategy
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Workflow of Machine Learning projects
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Workflow of Data Science projects
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The following grading scale will be used throughout the course. Please note that participation is mandatory.
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Assessments: 50%
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Final Assessment: 50%
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Week 1: What is AI
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Introduction
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Machine Learning
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What is data
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The terminology of AI
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What makes an AI company?
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What Machine Learning can and cannot do
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Intuitive explanation of deep learning.
Week 2: Building AI Projects
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Workflow of a Machine Learning project
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Workflow of a Data Science project
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Every job function needs to learn to use data
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How to choose an AI project
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Working with an AI team
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Technical tools for AI teams
Week 3: AI in Your Company
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Case study: Smart speaker
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Case study: Self-driving car
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Example roles of an AI team
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AI Transformation Playbook
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AI pitfalls to avoid
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Taking your first step in AI
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Survey of major AI applications
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Survey of major AI techniques
Week 4: AI and Society
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A realistic view of AI
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Discrimination / Bias
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Adversarial attacks
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Adverse uses
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AI and developing nations
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AI and jobs
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Conclusion
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Ready to get started?
Your first step is to apply to yam Education's AI For Everyone Program. It's easy and free to apply, so get started today!