Published 11/2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz
Practical implications of AI and Generative AI in Management, Business. Business and Strategic Considerations, AI Ethics
What you’ll learn
Understand AI fundamentals: Learners will gain a comprehensive understanding of AI concepts, technologies, and their relevance in the business context.
Identify AI opportunities: Learners will recognize AI applications across business functions.
Evaluate AI solutions: Learners will assess and compare AI tools, platforms, and services for informed decision-making.
Navigate ethical considerations: Learners will understand AI ethics and address risks, biases, and privacy concerns.
Requirements
For a better learning experience, we suggest you to use a laptop / mobile phone / pen and paper for taking notes, highlighting important points, and making summaries to reinforce your learning.
Description
Overview
Section 1: Welcome and Introduction
Lecture 1 Onboarding
Section 2: Introduction to AI and Its Implications
Lecture 2 AI, its Modern History and current Implementations
Lecture 3 Machine Learning
Lecture 4 Neural Networks and Deep Learning
Lecture 5 The relationship between Machine Learning, Neural Networks and Deep Learning
Lecture 6 Natural Language Processing (NLP)
Lecture 7 Computer Vision
Section 3: AI Applications and Use Cases
Lecture 8 AI in Robotics
Section 4: Data and Governance
Lecture 9 Accurate Data and Strategy for AI: Collection, Cleaning, and Governance
Section 5: Business and Strategic Considerations
Lecture 10 Strategic Decision-Making for AI Adoption
Lecture 11 Cost-Effective AI Deployment
Section 6: AI Ethics and Responsible Deployment
Lecture 12 AI Ethics
Lecture 13 Explain-ability and Transparency in AI (XAI)
Section 7: Integrating AI with IT
Lecture 14 Emerging AI Topics and Integration with IT
Lecture 15 GenAI at Work
Lecture 16 Boosting Marketing Impact with Generative AI: Text-to-Image Benefits
Lecture 17 AI and IT Synergy: Driving Organizational Evolution and Growth
Lecture 19 Congratulations with finishing from MTF
