Generative AI Development
Overview:
Learn to build Generative AI applications using Open AI, Langchain.
32 hours of interactive training. 16 classes, 2 hours each. Includes Lab. Does not include Project time or self-practice
Quiz modules after every class
Video Recording of the lecture with membership
One on One support with membership
Intended Audience:
Technical Architects
Developers
Prompt Engineers
Curriculum:
Introduction to AI
Introduction to Generative AI
Transformer Model
Large Language Models
Generative AI Architecture
Google’s offering with Vertex AI
Azure’s offering with Azure Open AI
Prompt Engineering
Prompt Tuning
Fine Tuning Approaches – LoRA, Distillation, Quantization, Pruning
Application Architecture Patterns with Generative AI
Introduction to Langchain
Introduction to VectorDB
Generative AI Application Architecture
Responsible AI Principles
Introduction to Data Preprocessing in AI
Generative AI
Lab:
Walk-through of Google’s offering with Vertex AI
Walk-through of Azure’s offering with Azure Open AI
Prompt Engineering, Prompt Tuning
Summarization, Question and Answer
Building App using Langchain and OpenAI
Projects:
Capstone project for Generative AI use case
Trainer Profile:
Our trainers have more than 10+ years of hands-on experience across industry domains in the field of machine learning and AI. They come with strong mathematical background and industry use cases implementation experience. Our mentors provide with helpful advice as you begin training and will get exposure on real-world projects to improve your skill sets.
