An Introduction to Autonomous AI & Machine Teaching-Welcome to Autonomous AI for Industry
0.1 – Specialization Preview: A glimpse at what you'll learn
()
0.2 – Who is this specialization for?
()
0.3 – What will you encounter in this course?
()
Discussion Forum | Introduce Yourself
0.4 – The Instructional Team
Glossary & Course Map
Course Resources
Get help and meet other learners in this course. Join your discussion forums!
An Introduction to Autonomous AI & Machine Teaching-What is Autonomous AI for Industry?
1.1 – Real Life Examples of Autonomous AI
()
1.2 – Explore the Basics of Autonomous Systems
1.3 – Your Mindset Profile
1.4 – The Teacher's Mindset
()
Discussion Forum | Share Your Mindset
Analyzing the Problem-Finding the Right Problems
2.1 – The "Skills Gap"
()
2.1a – Autonomous AI in Action: The invisible line on the balance sheet
()
2.2 – The Value of the Problem
()
2.2a – Autonomous AI in Action: The devastating effect of downtime
()
Discussion Forum | The Skills Gap
Analyzing the Problem-Automated Systems: The limitations of automation
2.3 – An Introduction to Math, Menus, & Manuals
()
2.3a – Math – Making Predictable Decisions with Control Theory
()
2.3b – Menus - Searching for the Right Decision with Optimization Algorithms
()
2.3c – Manuals - The Human Factor in Expert Rules and High Stakes Decisions
()
Analyzing the Problem-Identifying Your Own Solvable Problem for Autonomous AI
2.5 – Interviewing Skills: The teacher's toolset
()
JOB AID | Structured Interview Questions
Learning the Solution-Autonomous Systems
3.1 – Machine Learning - Algorithms that can learn
()
3.1a – Autonomous AI in Action: Curve fitting with WOOD
()
3.2 – Deep Reinforcement Learning – Learning by trial & error
()
3.3 The Role of Strategy
()
Learning the Solution-Machine Teaching: The next evolution in AI
3.4 – Machine Teaching – The superpowers of autonomous AI
()
3.4a – Autonomous AI in Action: Listening to machines with NOV
()
Storytelling-The Value of Storytelling
4.1 – The Value of Storytelling in Autonomous AI
()
4.1a – Autonomous AI in Action: Building a drone laboratory at Bell Flight
()
4.2 – How to Structure Your Story
Discussion Forum | Persuasive Stories
Storytelling-Writing Your Use-Case Story
4.3a – Autonomous AI in Action: A story of process improvement at PepsiCo
()
4.3b – Autonomous AI in Action: 'The internet of REALLY OLD things'
()
4.4 – Components of Storytelling
()