Essential AI Concepts: Master Machine Learning & Generative AI
Focused View
49:41
01 - What is artificial intelligence.mp4
00:41
01 - A machine that learns by doing (and redoing).mp4
03:42
02 - Scale up and learn from massive datasets.mp4
03:31
01 - Accurately predict what someone will do.mp4
03:22
02 - Create a data model of what youve learned.mp4
03:03
03 - Train the system on what you know.mp4
03:31
04 - Let the machine discover what you dont know.mp4
03:42
05 - Give the machine an incentive to be right.mp4
03:43
01 - Build a system that generates something new.mp4
03:20
02 - Create a foundation model of everything.mp4
03:21
03 - Let the machine learn without you.mp4
03:23
04 - Learn to get the most from the system.mp4
03:19
01 - Who owns what the machine learned.mp4
03:17
02 - Can a machine make consequential decisions.mp4
03:17
03 - Can you teach the system values.mp4
03:27
01 - Next steps in AI concepts.mp4
01:02
More details
Course Overview
This practical course with Doug Rose demystifies artificial intelligence, covering machine learning, predictive AI, and generative AI. Learn how to leverage AI technologies while understanding their ethical implications and business applications.
What You'll Learn
- Core concepts of machine learning and AI systems
- How predictive and generative AI transform business operations
- Ethical considerations and legal aspects of AI implementation
Who This Is For
- Business professionals exploring AI applications
- Team leaders implementing AI solutions
- Non-technical professionals needing AI literacy
Key Benefits
- Practical understanding of AI without technical jargon
- Framework for evaluating AI business opportunities
- Guidance on ethical AI adoption
Curriculum Highlights
- Machine Learning Fundamentals
- Predictive vs. Generative AI
- AI Ethics & Implementation
Focused display
Category
- language english
- Training sessions 16
- duration 49:41
- Release Date 2025/04/19
