AI for PMs — Module 1: AI Fundamentals
Welcome to the exciting kickoff of our AI Learning Path! In this foundational module, we delve into the essential topics of Machine Learning, AI, and the growing field of Generative AI.
What Awaits You in This Module:
- Engaging Videos: I’ve carefully curated a selection of videos from LinkedIn Learning and YouTube. These visual resources are designed to provide you with a clear and engaging introduction to the world of AI.Highlights Include:”Artificial Intelligence Foundations: Thinking Machines” — a comprehensive dive into AI basics and “Introduction to Generative AI” — to understand the groundbreaking realm of generative models.
- Insightful Readings: To complement the videos, there is a range of articles and papers that will broaden your understanding and ignite your curiosity about AI.Key Readings:Explore the mechanics of “Deep Learning” and how it’s revolutionizing technology. “Transformers — Self-Attention to the Rescue”, unpacking one of the most important advancements in AI. “What is a Pre-Trained AI Model?” — Learn about the building blocks of modern AI solutions.
Why This Module Matters:
- Foundational Knowledge: Grasp the basic concepts and terminologies in AI and Machine Learning.
- Generative AI Insight: Understand what Generative AI is and why it’s critical in today’s tech landscape.
- Expand Your Perspective: The selected materials are designed to not only teach but also to inspire and open your mind to the vast possibilities of AI.
🚀 So Let’s Start!
Machine Learning Basics
Videos:
Artificial Intelligence Foundations: Thinking Machines (1h36m)
Extra:
The Deep Learning Revolution (1m54)
Tech Trends (1h37m)
Reading:
Transformers — Self-Attention to the rescue
What is a pre trained AI Model?
AI and Generative AI
Videos:
What is AI? (6m)
Introduction to Generative AI (22m)
What is Generative AI and it’s importance? (42m)
Extra:
Case studies in different industries (59m)
Generative AI: what is it good for? (6m)
Generative AI for Business Leaders (55m)
Reading:
What is Artifical Intelligence? Definition, Uses and Types
How Generative AI is changing creative work
AI Will Transform the Global Economy. Let’s Make Sure It Benefits Humanity
New diversity in AI-Augmented workplaces: merging machines and minds