Generative AI – Foundation Training

• Understand the fundamental concepts of Artificial Intelligence and Machine Learning, with a special focus on generative models.
• Identify the different types of Generative AI, including Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and Transformer-based models.
• Comprehend the science behind AI creativity, and how generative models can create art, write text, generate music, and more.
• Gain insights into the ethical considerations and societal implications of Generative AI.
• Develop a foundation to critique and appreciate AI-generated content, acknowledging both the capabilities and limitations of current AI technology.
• Foster a critical understanding of the real-world applications and potential future directions of Generative AI.
   

• Recorded Videos After Training
• Digital Learning Material
• Course Completion Certificate
• 24x7 After Training Support

• Beginners in AI and Machine Learning
• Creative Professionals
• Educators
• Business Professionals
• General Public

• Basic Computer Skills
• Interest in AI and Technology
• Understanding of Basic Mathematics

• Multisoft Systems provides a globally recognized training certificate after successful completion of Generative AI – Foundation certification Course.

Module 1: Introduction 

Module 2: Discriminative AI vs. Generative AI

Module 3: Why does Generative AI matter?

• Application Fields and Potential/ Trends
• Examples: Face Generation, Video-Transfer, Generated Art, NFTs, Crypto

Module 4: Generative AI: core algorithms and their evolution

VAEs - Variational Autoencoders

• GANs - Generative Adverserial Networks
• LLMs - Large Language Models

Module 5: The Power of GANs

• How Generative AI Models work
• Excursion on Neural Networks
• Generative AI Ideation

Module 6: Implementation of a simple GAN 

Module 7: Various Application Fields

Module 8: Application Modules/ Noteworthy GAN Architectures

• Text-to-Image 
• Video Generation
• Game Simulation
• Module 9: What’s next?
• Concerns and malicious applications
• How to read research paper efficiently?
• Strategy on how to develop your own application using Generative AI