Description
Modules
- 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.
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