Advanced Executive Program In Applied Generative AI

Procedural and OOP understanding Python and IDE installation Jupyter Notebook usage mastery Implementing identifiers, indentations, comments Python data types, operators, string identification Types of Python loops comprehension Setting Up GitHub Copilot and AI Code Tools Writing Effective AI Prompts Reviewing & Refining AI-Generated Code AI for Code Optimization & Automation Debugging AI-Suggested Code

Cutting-edge knowledge: Learn generative AI, prompt engineering, and ChatGPT Hands-on skills: Acquire a real-world understanding of various business applications Effective gen AI utilization: Master the art of applying these technologies efficiently Master prompt engineering: Grasp its significance in producing tailored outputs

Introduction to Generative Models Large Language Models Architecture Variational Autoencoders (VAEs) Generative Adversarial Networks (GANs) Attention Mechanisms and Transformers

Langchain and Workflow Design Advanced Prompt Engineering Techniques LLM Application Development LLM Fine-Tuning and Customization Benchmarking and Evaluation of LLM Capabilities LangChain for LLM Development RAG with LangChain

Introduction to Agentic AI and Key Characteristics LLM Agent Architecture: Perception, Cognitive Engine, and Action Modules LangGraph: Nodes, Routing, Orchestration, and Optimization AutoGen: Multi-Agent Systems, Customization, and Collaboration CrewAI: Agent Teams, Tools, Tasks, and Process Implementation MCP Protocol: Standardized Integration, Messaging, and SDKs Future Outlook: Enterprise Adoption, Governance, and Security

Stable Diffusion Denoising Autoencoders in Generative AI Contrastive Learning Techniques Shared Embedding Spaces

Importance of Governance in AI Governance Challenges in Generative AI Ethical Principles in AI Governance Structures and Committees Risk Management in AI Projects Integrating Governance into the AI Project Lifecycle Evolving Regulatory Landscape Future Trends in AI Governance

At the end of this Applied Generative AI Program, bring your newly acquired skills together with a hands-on, industry-relevant capstone project that compiles every course into one portfolio-worthy capstone.