Generative AI application design and development

What you’ll learn

• Learners will master the core concepts and principles behind Generative AI, how LLMs work, and how they can be applied in real-world use cases.
• Develop practical skills to design, architect, and implement smart applications leveraging a wide range of LLMs from both open and closed sources.
• Learn how to effectively use popular tools including LangChain, HuggingFace, StreamLit, Ollama, and more
• Understand and implement best practices when it comes to efficiency, scalability, and responsible use of generative AI in production environments.
• Identify and navigate challenges specific to generative AI applications.
• Prepare for intermediate-level technical interviews for roles in Generative AI.

Requirements

• Basic knowledge of Python programming
• Familiarity with Jupyter Notebooks is a plus
• A personal machine (Windows, Linux, or Mac)
• A stable internet connection