Generative AI

• Module 1: Introduction to Generative AI, Overview of generative AI technologies, including LLMs like Mistral V0.1 7B and Llama 13B, and their impact across industries.
• Module 2: Fundamentals of Machine Learning for Generative AI
• Module 3: Exploring Generative Models: GANs and VAEs, Deep dive into the mechanics, applications, and implications of Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs).
• Module 4: Coding Generative Models with LLMs, Hands-on coding sessions using Python and TensorFlow/Keras
• Module 5: Creative Applications of Generative AI, Exploring how generative AI, particularly using LLMs, can revolutionize retail, agriculture, healthcare, manufacturing, energy, sustainable technology, and business innovation.
• Module 6: Generative AI in Business Solutions, Developing AI-driven solutions for marketing & product development.
• Module 7: Ethics and Responsible AI
• Project-Based Learning and Capstone Project, Implementing a comprehensive project that addresses a real-world problem with generative AI, utilizing either Mistral V0.1 7B or Llama 13B.
• Launching Your AI Startup, Guidance and strategies for transforming generative AI projects into viable startup ideas.
• Freelancing with Generative AI, Best practices and market opportunities for offering freelance services using skills in generative AI and LLMs.

• Skill Development: Gain comprehensive skills in generative AI, including hands-on experience with GANs and VAEs.
• Career Opportunities: Open doors to emerging career paths in AI, where demand for skilled professionals outpaces supply.
• Innovation and Creativity: Harness AI for creative expression or to solve complex business problems innovatively.
• Entrepreneurial Launchpad: Get the insights and guidance needed to start your own venture in the exciting field of generative AI.

• Basic proficiency in Python programming.
• Understanding of fundamental machine learning concepts.
• Enthusiasm for exploring AI and its creative and business applications.

• Custom generative models for content creation, including marketing materials, digital art, and product designs.
• AI-driven innovation consulting to explore new product development or enhance existing offerings.
• Generative AI workshops and training sessions for teams looking to understand and apply AI in their domain.
• Development of unique AI solutions for complex business challenges, leveraging the latest in generative technology.

Successful students can launch startups to:

• AI-Driven Design Studio: Offer generative AI services for creating unique visual content for brands, advertisers, and digital media.
• Innovative Content Generation Platform: Develop a platform that uses generative AI to produce written content, music, or artworks, catering to specific niches or industries.
• AI Solutions Consultancy: Provide expert advice and development services for businesses looking to integrate generative AI into their operations or product offerings.
• Generative AI Tech Startups: Launch a startup focused on developing mini generative AI GPTs
  
• AI technologies or applications, from enhancing online experiences to creating new forms of interactive entertainment.