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Large Language Model(LLM)

Learn Ai

Large Language Model(LLM)

Learn everything there is to know about Large Language Models (LLMs) and get real-world experience building, fine-tuning, and deploying AI-powered apps. Learn how to use LLMs for chatbots, natural language processing, and business solutions.

5/5(4,890 Reviews)

Level

Advanced

Duration

8 weeks

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About 

Large Language Model(LLM)

This course will give you a deep understanding of Large Language Models, including how they are built, how they are trained, and how they can be used in real life. You will learn how to quickly build, fine-tune, and add LLMs to business processes. You'll learn how to use LLMs for text generation, summarization, and conversational AI through hands-on projects and case studies. By the end, you'll know how to use LLM frameworks to make and run smart AI-driven apps.

Training Plan

01

About trainer

Working professional who is carrying more then 10 years of industry experience.

02

Decks & Updated Content

Access to updated presentation decks shared during live training sessions.

03

e-Book

E-book provided by TechPratham. All rights reserved.

04

Assignments & MCQs

Module-wise assignments and MCQs provided for practice.

05

Video Recording

Daily Session would be recorded and shared to the candidate.

06

Projects

Live projects will be provided for hands-on practice.

07

Resume Building

Expert-guided resume building with industry-focused content support.

08

Interview Preparation

Comprehensive interview preparation with real-time scenario practice.

Large Language Model(LLM)

Course Curriculum

Introduction to LLMs

Understand the fundamentals of Large Language Models and their evolution.

AI & NLP Overview
Evolution of Language Models
Transformer Architecture Basics
Applications of LLMs
Limitations & Challenges

Foundations of Natural Language Processing (NLP)

Learn the fundamentals of NLP required to understand LLMs. Covers text preprocessing, embeddings, and linguistic concepts.

Tokenization
Stemming & Lemmatization
Word Embeddings
Contextual Representations

Neural Networks & Transformers

Dive into deep learning foundations behind LLMs. Understand RNNs, attention mechanisms, and the transformer architecture.

RNNs & LSTMs
Attention Mechanism
Transformer Models
Encoder-Decoder

Training Large Language Models

Explore how LLMs are trained with massive datasets and compute power. Learn pretraining, fine-tuning, and optimization techniques.

Pretraining Process
Fine-tuning Methods
Transfer Learning
Optimization Strategies

Popular LLM Architectures

Study key LLM architectures like GPT, BERT, T5, and LLaMA. Compare their design, capabilities, and applications.

GPT Family
BERT Models
T5 & Seq2Seq
Open-Source LLMs

Prompt Engineering & In-Context Learning

Learn how to design effective prompts for LLMs. Explore zero-shot, few-shot learning, and chain-of-thought reasoning.

Prompt Design
Zero-shot Learning
Few-shot Learning
Chain-of-Thought

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Additional Program Highlights

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Interview Preparation
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Who Should Take

Large Language Model(LLM)

IT Professionals

Non-IT Career Switchers

Fresh Graduates

Key Projects

<h1><strong>Large Language Model(LLM)</strong></h1>

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Intelligent Chatbot using LLMs

Use a pre-trained LLM to make a chatbot for customer service. The chatbot should be able to answer frequently asked questions, give answers that make sense in context, and send problems up the chain of command when necessary. You will use prompt engineering and APIs to deploy your work.

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Text Summarization & Sentiment Analysis Tool

Make a tool that can read long documents or reviews and make short summaries while also doing sentiment analysis. The main goal of this project is to improve LLMs for tasks like summarization and classification.

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Domain-Specific LLM Fine-tuning

Fine-tune an open-source LLM on datasets that are specific to your field, like healthcare, finance, or education. The project will test your skills in data preprocessing, fine-tuning, and measuring performance improvements.

Placement Process

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Our Success Mantra

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Commitment

  • Ensuring quality training every day

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Fulfillment

  • Meeting learning goals with confidence

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Accomplishment

  • Students achieving industry-ready expertise

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Beyond Courses:

Additional Support We Provide

24/7 Support

LinkedIn Profile

Resume Writing

Alumni Sessions

Interview Preparation

Live Projects

What is the prerequisite knowledge required for this course?

What is a Large Language Model (LLM)?

How do LLMs work?

What are the applications of LLMs?

Can LLMs replace humans in writing or research?

Do I need coding knowledge to work with LLMs?

Industry-Recognized Certification

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