Generative AI Fundamentals
Overview
Step into the transformative realm of Generative AI with this course. Gain an in-depth understanding of generative models and explore their vast potential to reshape industries. This course equips you to lead and innovate in this dynamic field, covering everything from the basic concepts of AI to the ethical deployment of generative technologies.
What You’ll Learn
Generative AI Basics
Dive into the core principles of Generative AI, distinguishing it from conventional AI technologies.
Model Mechanics
Explore generative models’ inner workings and learning processes, focusing on their ability to generate novel, creative outputs.
Creative Applications
Discover how Generative AI is applied across various industries, enhancing creativity and innovation.
Course Outline
Lesson 1: Defining GenAI and LLMs
Lesson 2: Key Characteristics of Generative AI
Lesson 3: Key Characteristics of LLMs
Lesson 4: Disruptive Applications of GenAI
Lesson 5: Benefits & Opportunities of GenAI
Lesson 6: Limitations of GenAI
Lesson 7: GenAI Limitation: Limited Knowledge Base
Lesson 8: GenAI Limitation: Dependence on Data Quality
Lesson 9: GenAI Limitation: Lack of Contextual Understanding
Lesson 10: GenAI Limitation: Hallucinations and Confabulations
Lesson 11: GenAI Limitation: Inability to Learn from Past Interactions
Lesson 12: GenAI Limitation: Difficulty Handling Ambiguity
Lesson 13: GenAI Limitation: High Resource and Data Requirements
Why These Skills Are Essential
Cutting-Edge Knowledge
Master the rapidly evolving field of Generative AI, setting the foundation for future innovations.
Leadership in Innovation
Equip yourself with the skills to lead projects and teams leveraging Generative AI for groundbreaking solutions.
Transformative Impact
Understand how Generative AI revolutionizes industries, preparing you to contribute to this transformation.
What You’ll Get
Skills4Good AI Academy Certificate
Complete the program and earn a certificate that showcases your understanding of Generative AI fundamentals.
Resource Toolkit
Access an extensive toolkit of AI tools and resources, enhancing the practical application of AI and Responsible AI principles in your projects.
Advanced Assessments & Gamification
Engage with advanced assessment tools to solidify your understanding, and enjoy the process through motivating gamification, ensuring both effective learning and enjoyable progress.
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