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LLM RAG for Beginners

Instructor led best course for beginners to learn LLM and Prompt engineering. Also learn to develop scalable application powered by RAG LLM.

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4.7

Rating

15 Hrs

Duration

Beginner

Level

10

Assignments

What you'll learn

How to interact with any foundational LLM model using prompt
How to get more accurate result from LLM using prompt engineering
How to use internal data along with LLM using RAG approach
Build chat-based application powered by RAG LLM

Who should take this course

This course requires understanding of python programming
Anyone who wants to learn about LLM and prompt engineering
Anyone who wants to develop chat-based application using LLM RAG

Skills you'll gain

LLM
RAG
Llama
ChatGPT
Prompt engineering
Lang chain
API
PDF parsing

Course contents

Understanding how language model works
Types of LLM
Business applications that can be developed using LLM

Different types of prompts
Practical assignments

Creating a GK question answering chat bot using LLM
Limitations of LMM

RAG architecture
Case study: Creating a customer service chat bot using LLM

Techniques to automatically filter and validate LLM output before sending the final output

AI Agents for beginners

This course will focus on understanding AI agents and how to use them create persona to perform complex, multi-step actions and make decisions independently.

NLP for Beginners

In this course text representation, POS tagging, feature extraction, preprocessing, sentiment analysis, text similarity and topic mining will be taught.

Machine Learning for beginners

This Module allows user to create a digital twin for any document(e.g pdf, word).