What you would learn in AI for Everyone course?
AI is not just meant for engineers. "AI for Everyone," the non-technical class, will assist you in understanding AI technologies and help you identify opportunities to use AI to address the problems of your organization. There will be examples of the things that today's AI can and cannot be able to accomplish. In the end, you'll be able to understand how AI impacts society and how you can manage this technology change.
If you're not a technical executive, "AI for Everyone" will assist you in understanding how to create an effective AI strategy. If you're a machine-learning engineer or data scientist, This is the course to request your boss, VP, or CEO to attend for them to be aware of what you can (and can't!) do.
Course Content:
Week 1 What is AI?
- Introduction
- Machine Learning
- What is data?
- The language of AI
- What is it that makes an AI firm different?
- How Machine Learning can and cannot do
- A clear explanation of deep learning
week 2 Building AI Projects
- Workflow of the Machine Learning project
- Workflow of a Data Science project
- Every job position must master the use of information
- What is the best way to select an AI project?
- Working with the AI team
- Tools and techniques to aid AI teams
week 3 AI in Your Company
- Study of a smart speaker
- Study on self-driving cars: a case study
- Examples of the roles of an AI team
- AI Transformation Playbook
- AI traps to stay clear of
- The first step to take into AI
- Survey of the most important AI applications
- A survey of the most important AI techniques
week 4. AI and Society
- An accurate perspective of AI
- Discrimination / Bias
- Adversarial attacks
- Negative uses
- AI and developing countries
- AI and jobs
- Conclusion
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