HRDC Registration Number: 10001462140
Duration: 21 Hours (3 Days)
Course Overview
This hands-on course takes participants on a journey from foundational AI concepts to advanced applications of Generative AI. Covering Large Language Models (LLMs) like ChatGPT, prompt engineering, and the LangChain framework, the course equips learners to create AI-powered solutions with real-world utility. Participants will engage in practical labs involving embeddings, RAG techniques, and AI-driven workflows using tools like ChromaDB and Pinecone.
Who Should Attend
Industries:
- Technology
- Finance
- Healthcare
- Education
- Retail
Participants:
- Data Scientists
- Machine Learning Engineers
- AI Developers
- Software Engineers
- IT Professionals
Why Choose This Course
This HRDC-claimable course (Reg. No: 10001462140) delivers cutting-edge knowledge and hands-on skills for utilizing Generative AI in innovative ways, from AI-driven workflows to advanced tools like LangChain.
Learning Outcomes
Participants will:
- Understand foundational AI concepts, including Generative AI and neural networks.
- Develop proficiency in prompt engineering for effective AI interactions.
- Learn to use LangChain for managing AI-enabled applications.
- Implement embeddings, vector stores, and RAG techniques.
- Configure and integrate AI tools and agents for real-world use cases.
- Build practical AI applications through comprehensive hands-on labs.
Prerequisites
- Basic Python programming skills.
Lab Setup
- Software: Python, LangChain, OpenAI API access, ChromaDB, Pinecone.
- Tools: Database integration and web-search capabilities.
Teaching Methodology
- Interactive lectures with theoretical underpinnings.
- Hands-on labs to solidify practical applications.
- Case studies and real-world examples.
- Group discussions and collaborative problem-solving.
