Lead the GenAI revolution. Future-proof your skills by understanding AI basics, machine learning, algorithms, ethical practices, and real-world applications. Stay ahead in tech leadership.

In one form or the other, AI is going to be infused in all the tech products. Meaning, that in order to stay a relevant leader, it has become essential to have a solid, broad understanding of AI. While you may not be implementing the solution, you need to speak the language of AI.
 
Whether you’re leading a team on creating AI solutions, or you just want a better understanding of AI, then this course is for you. In this course, I have deconstructed the concepts most relevant for you.
 
You will start by learning the basics of AI, its connection with machine learning, and the different types of algorithms you should be familiar with. You’ll then learn the rules, best practices, and infrastructure for creating great AI products that users trust. Then, you will go through some real case studies of AI application and do a deep dive into Ethical AI. You'll end by getting an outlook into the current status and future of AI. In a nutshell, this course is your no-fuss, comprehensive guide to the essentials of AI.

Grokking AI for Engineering & Product Managers



We are going to use **a set of fictional case studies that were designed to prompt reflection and discussion about issues at the intersection of AI and ethics** for some workshops at Princeton. 

Based on your area of interest, you can select a couple of studies and go through them in detail. Simply **click the title** of the case studies given below to download the complete document. 
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>**Note**: Please don't just read through the documents. Try to reflect on the issues and come up with your own points of view and arguments, as if you were part of the actual discussions or **as if this was an actual project you were working on**!<br><br>***Special Thanks to [Princeton](https://aiethics.princeton.edu/case-studies/case-study-pdfs/) for making this valuable material publicly available!*** 





So far, we have talked about ethics from a theoretical perspective. Let’s dive into some case studies now.

The Fundamentals

AI in Practice

Real Case Studies

Responsible AI

What's Next

AI and Ethics: Case Studies