1 Hour GenAI
01
Skill level
All levels
02
Sections
6
03
Lectures
25
04
Instructor
Team Mammoth
What's inside
This course includes.
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6
Sections
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25
Lectures
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1
Resources
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ 01 The Generative Revolution 5 lectures
01 Defining the Shift: From Analysis to Creation
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02 A Comparative Framework: Generative AI vs. Traditional Machine Learning
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03 Foundational Concepts: Generative vs. Discriminative Models
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04 The Engine of Creation: The Role of Large-Scale Datasets
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05 A Brief History of Generative AI: Key Milestones and Architectural Shifts
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+ 02 Core Models of Generative AI 4 lectures
01 Generative Adversarial Networks (GANs): The Master and the Apprentice
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02 Variational Autoencoders (VAEs): The Idea Synthesizer
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03 Transformers (LLMs): The Master Linguist
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04 Diffusion Models: The Digital Sculptor
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+ 03 Generative AI Applications Across Industries 5 lectures
01 Text Generation: The Digital Scribe and Coder
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02 Image & Video Generation: The Visual Virtuoso
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03 Audio & Music Generation: The AI Composer
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04 Multimodal AI: The Sensory Synthesizer
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05 Business Use Cases: The Engine of Innovation
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+ 04 Hands-On Demo: Build with Generative AI 4 lectures
01 Introduction: From Analysis to Artistry
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02 Generating Persuasive Text with Large Language Models
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03 Creating Visuals from Words with Diffusion Models
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04 The Art and Science of Prompt Engineering
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+ 05 Challenges and Ethical Considerations in Generative AI 5 lectures
01 Hallucinations and the Nature of AI "Truth"
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02 Copyright, Ownership, and the Value of Creativity
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03 Bias in Outputs: Reflecting and Amplifying Inequities
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04 Deepfakes and the Risks of Malicious Use
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06 The Path Forward: Responsible AI Guidelines
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+ 06 Conclusion & Cheatsheet 2 lectures
01 The Future of Generative AI
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02 Cheatsheet - Download here
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