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.
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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
Placement Client
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About Large Language Model(LLM)
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.
<h1><strong>Large Language Model(LLM)</strong></h1> 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
Comprehensive study materials and resources
HD
Professional resume building session
HD
Master your interview skills
HD
Real-world project demonstrations
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Upcoming Batches
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Who Should Take <h1><strong>Large Language Model(LLM)</strong></h1>
IT Professionals
Non-IT Career Switchers
Fresh Graduates
Working Professionals
Ops/Administrators/HR
Developers
BA/QA Engineers
Cloud / Infra
IT Professionals
Non-IT Career Switchers
Fresh Graduates
Key Projects
<h1><strong>Large Language Model(LLM)</strong></h1>
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.
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.
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
Live Class with Industry Use Cases
- Interactive learning
- Real-world examples
- Expert guidance
- Doubt resolution
Daily Assignment & Weekly Assessments
- Hands-on practice
- Concept reinforcement
- Weekly evaluation
- Timely feedback
Project Testing & Deployment
- Project development
- Testing practice
- Deployment exposure
- Portfolio creation
Interview Preparation (Mock, PD, Alumni Session)
- Mock interviews
- Personal development
- Alumni guidance
- Confidence building
Resume Building
- Resume crafting
- Industry-focused format
- Skills highlighting
- Professional presentation
Placement
- Job assistance
- Interview support
- Career guidance
- Opportunity access
Latest Hiring
No hiring posts
Recently Placed Candidates
No placements available
Latest Hiring
No hiring posts
Our Success Mantra
Commitment
- Ensuring quality training every day
Fulfillment
- Meeting learning goals with confidence
Accomplishment
- Students achieving industry-ready expertise
Our Learner Voice
Beyond Courses:
Additional Support We Provide
24/7 Support
LinkedIn Profile
Resume Writing
Alumni Sessions
Interview Preparation
Live Projects
What Makes TechPratham Training Different?
Feature
TechPratham Advantage
Industry Standard Institutes
Real-World Implementation
Live enterprise tenant access for 24/7 practice on real-world, enterprise-grade scenarios.
Restricted or simulation-based access that lacks real-world complexity.
Subject Matter Experts
Mentorship from certified professionals with 15+ years of global industry experience.
Generic instructors with no hands-on implementation background.
2026 Ready Curriculum
AI-driven curriculum with advanced platform integrations and real-world configurations.
Basic, outdated syllabus that misses key technical integrations.
Daily & Weekly assignments
Daily assignments and weekly assessments focused on concept reinforcement and continuous feedback.
Self-paced learning with no accountability or progress tracking.
End-to-End Lifecycle
Hands-on project testing and deployment with portfolio-ready real-world exposure.
Basic lab exercises without any deployment or testing practice.
Interview Readiness
Structured interview preparation including mock interviews, PD sessions, and alumni guidance.
Minimal support limited to a generic certificate of completion.
Placement Support
Guaranteed interview support through tie-ups with top MNCs and 1-on-1 mock interview sessions.
Basic career tips with no direct industry connections.
Training Support
24/7 technical doubt resolution and personalized mentoring support.
Limited mentor availability and no support after class hours.
Affordable Fees
Competitive fixed pricing with flexible payment options and transparent fee structure.
Inflated fees with hidden costs and low return on investment.
Real-World Implementation
Live enterprise tenant access for 24/7 practice on real-world, enterprise-grade scenarios.
Restricted or simulation-based access that lacks real-world complexity.
Subject Matter Experts
Mentorship from certified professionals with 15+ years of global industry experience.
Generic instructors with no hands-on implementation background.
2026 Ready Curriculum
AI-driven curriculum with advanced platform integrations and real-world configurations.
Basic, outdated syllabus that misses key technical integrations.
Daily & Weekly assignments
Daily assignments and weekly assessments focused on concept reinforcement and continuous feedback.
Self-paced learning with no accountability or progress tracking.
End-to-End Lifecycle
Hands-on project testing and deployment with portfolio-ready real-world exposure.
Basic lab exercises without any deployment or testing practice.
Interview Readiness
Structured interview preparation including mock interviews, PD sessions, and alumni guidance.
Minimal support limited to a generic certificate of completion.
Placement Support
Guaranteed interview support through tie-ups with top MNCs and 1-on-1 mock interview sessions.
Basic career tips with no direct industry connections.
Training Support
24/7 technical doubt resolution and personalized mentoring support.
Limited mentor availability and no support after class hours.
Affordable Fees
Competitive fixed pricing with flexible payment options and transparent fee structure.
Inflated fees with hidden costs and low return on investment.
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?
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