infomatics institute of technology

Next Intake

August 2024

Intakes

February/September
infomatics institute of technology

Duration

04 days

(Part Time)

Saturdays 9.00 am to 1.00 pm
infomatics institute of technology

Course Details

Week 1: Introduction to Generative AI, LLMs, and Multimodal AI

Duration: 4 Hours

● Overview of Generative AI
● Understanding Large Language Models (LLMs) and Transformer Architecture
● Introduction to Multimodal AI
● Real-world applications and use cases
● Ethical considerations in Generative AI

Week 2: Working with LLMs and Prompt Engineering

Duration: 4 Hours

● Basics of using Large Language Models
● Hands-on session: interacting with LLMs
● Prompt engineering techniques
● Designing effective prompts for various tasks
● Common challenges and troubleshooting in prompt engineering

Week 3: Building Chatbots with your own Data via Retrieval-Augmented Generation
(RAG)

Duration: 4 Hours

● Optimizing the responses of Large Language Models
● Introduction to Retrieval-Augmented Generation
● Case studies of RAG implementations
● Hands-on session: Building a simple RAG application
● Performance optimization techniques

Week 4: Building an AI Agent with LangChain

Duration: 4 Hours

● Overview of LangChain framework
● Case studies of AI Agent Applications
● Step-by-step guide to building an AI agent
● Hands-on session: Developing an AI agent with LangChain
● Future trends and advanced features in AI agents

1. Gain a comprehensive understanding of Generative AI, LLMs, and Multimodal AI.

2. Acquire practical skills in working with LLMs and performing prompt engineering.

3. Learn how to build applications using Retrieval-Augmented Generation (RAG).

4. Develop the ability to create and deploy AI agents using the LangChain framework.

5. Understand ethical considerations and real-world applications of Generative AI.

  • AI enthusiasts and beginners looking to get started with Generative AI.
  • Developers, data scientists, and engineers interested in applying LLMs and advanced AI techniques in their work.
  • Professionals and academics seeking to deepen their knowledge of Generative AI technologies and their applications.

Instructor-Led Classroom Training

Please feel free to contact us for further details, IIT Professional Development Unit

0770566577 | pdu@iit.ac.lk

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Why Us

  • On-Campus Learning
  • Industry-Leading Trainers
  • Colombo Located Classrooms
  • Continuous new intakes to meet industry demand
  • Registrations are limited to 20 students to provide better student-trainer interaction
infomatics institute of technology
STUDENT
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infomatics institute of technology
STUDENT
TESTIMONIALS
Investing For
Your Future
infomatics institute of technology
STUDENT
TESTIMONIALS
Investing For
Your Future
infomatics institute of technology
STUDENT
TESTIMONIALS
Investing For
Your Future
infomatics institute of technology
STUDENT
TESTIMONIALS
Investing For
Your Future
infomatics institute of technology

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