Generative AI Solution Development
- Offered byDatabricks
Generative AI Solution Development at Databricks Overview
Duration | 4 hours |
Start from | 1 day to go |
Total fee | ₹62,870 |
Mode of learning | Online |
Official Website | Go to Website |
Credential | Certificate |
Generative AI Solution Development at Databricks Highlights
- Earn a certificate after completion of course from Databricks
Generative AI Solution Development at Databricks Course details
The "Generative AI Solution Development" course is designed to provide participants with a thorough understanding of how to create, implement, and optimize generative AI solutions
This course covers the complete lifecycle of generative AI development, including model design, implementation, testing, and real-world application
Participants will gain hands-on experience in building and deploying generative AI models for various applications, from text and image generation to complex interactive systems
Generative AI Solution Development at Databricks Curriculum
Introduction to RAG
What is RAG?
In Context Learning with AI Playground
Preparing Data for RAG Solutions
Data Storage and Governance
Data Extraction and Chunking
Embedding Model
Data Preparation in Databricks
Vector Search
Introduction to Vector Stores
Vector Search Process and Performance
Choosing the right Vector Database
Mosaic AI Vector Search
Creating a Vector Search Index
Assembling and Evaluating a RAG Application
MLflow
Evaluating a RAG Application and Continual Learning
Assembling a RAG Application