Build your own Gen AI Solution
This course provides a comprehensive look at building Generative AI (Gen AI) solutions, covering data collection from multiple sources, preprocessing techniques, and methods for splitting and chunking data to enhance processing efficiency. It also delves into the importance of data diversity and quality in developing effective AI systems.
Duration
1 day
Lessons
15 lessons
Level
Beginner
Price
Free
Resource Outline
Introduction to Generative AI
- Understanding Requirements
- Researching and Selecting Models
- Application Design
- Building Core Features
- Infrastructure and Deployment
- Testing and Feedback
- Launch and Maintenance
Step-by-Step Guide for implementing RAG into GenAI Application
- Data Preprocessing
- Generating Embeddings for Documents
- Storing Embeddings in a Vector Database
- User Query
- Generating Embeddings for the Query
- Retrieving Context from the Vector Database
- Context Integration with a Language Model
- Generating the Final Answer
What You'll Learn
Pre-requisites
- Basic understanding of AI concepts
- Familiarity with data handling and preprocessing techniques
- Access to a computer with internet connection
Join This Resource
Begin your learning journey today
Your Instructor
Deepak Chawla
Founder of HiDevs
Deepak Chawla is a Data Scientist with over seven years of experience in AI, Machine Learning, and Cloud Computing. He co-founded HiDevs to build the largest Generative AI workforce. Prior to HiDevs, he worked at AI Planet, Coffeebeans, Merito, Easyrewardz, Bridgelabz, and Hidden Talent. He studied at M.L.V. Textile Engineering College in Bhilwara. Deepak developed the app "CorrectMe" and offers AI courses, including a 5-day AI course through HiDevs.