LLM Development Courses Live Class

4.9 out of 5 (178 Ratings)

Master Large Language Model (LLM) Development from architecture understanding to fine-tuning, optimization, and deployment. This course focuses on building production-ready LLM applications using open-source and commercial models with real-world engineering practices.

Course Preview

Large Language Model Development Program Upcoming Batch - Date and Time

Get customized Large Language Model Development Program course according to your requirement

Enquire for Customization

Get Customized

Large Language Model Development Program Overview

Large Language Model Development Program Course Description

Large Language Models (LLMs) are at the core of today’s AI revolution. From conversational assistants and AI copilots to enterprise automation systems, LLMs are transforming industries at scale. This comprehensive LLM Development Program is designed for developers and AI professionals who want to move beyond using APIs and truly understand how to build, fine-tune, optimize, and deploy LLM-powered systems.

In this course, you will explore the internal architecture of transformer-based models, understand tokenization strategies, embeddings, attention mechanisms, scaling laws, and model training principles. Instead of staying at a conceptual level, the program emphasizes practical engineering workflows used in modern AI companies.

You will work with open-source LLMs such as Llama and Mistral, learn fine-tuning techniques including LoRA and PEFT, implement Retrieval-Augmented Generation (RAG) systems, and deploy scalable AI services using APIs and cloud infrastructure.

By the end of this program, you will have the skills required to design, optimize, and deploy enterprise-grade LLM solutions confidently, making you industry-ready for advanced AI roles.

Large Language Model Development Program Course Syllabus

Module 1: Foundations of Large Language Models

Evolution from NLP to LLMs
Transformer Architecture Deep Dive
Self-Attention & Multi-Head Attention
Tokenization Techniques
Scaling Laws of LLMs

Module 2: Training & Pre-Training Concepts

Pre-training Objectives
Masked Language Modeling
Causal Language Modeling
Dataset Preparation & Cleaning
Training Infrastructure Overview

Module 3: Fine-Tuning & Parameter Efficient Training

Supervised Fine-Tuning (SFT)
LoRA & QLoRA Techniques
PEFT Strategies
Instruction Tuning
Evaluation & Validation

Module 4: Reinforcement Learning & Alignment

RLHF Concepts
Reward Modeling
Human Feedback Loops
Safety Alignment Techniques
Model Bias Mitigation

Module 5: Retrieval-Augmented Generation (RAG)

Embeddings & Vector Databases
Chunking Strategies
Semantic Search
Hybrid Search
Building Knowledge Assistants

Module 6: LLM Application Architecture

API-based Integration
Function Calling & Tool Use
Context Management
Memory Systems
Prompt Optimization for LLM Apps

Module 7: Model Optimization & Quantization

Model Compression Techniques
Quantization Methods
Latency Reduction
Inference Optimization
Cost Management Strategies

Module 8: Deployment & MLOps for LLMs

Dockerizing LLM Applications
Cloud Deployment Strategies
Monitoring & Logging
Scaling with Load Balancing
Production Best Practices

Module 9: Capstone Projects

Custom Fine-Tuned LLM Project
RAG-based Enterprise Chatbot
AI Copilot Application
End-to-End LLM Deployment

Large Language Model Development Program - Tutorials & Learning Guide

Welcome to the complete learning tutorials for Large Language Model Development Program. These tutorials are designed in simple language with examples, practice questions, and real-world projects to help you master the course step by step.

📘 Course Tutorials

📖 Large Language Model Development Program Tutorials & Learning

Understand the basics, scope, and career opportunities in Large Language Model Development Program. Learn why this technology is important and how it is used in real industries.

🎯 Interview Preparation

Most asked interview questions and real-world scenarios from Large Language Model Development Program to help you crack interviews.

Prepare Now →

ENROLL NOW

Includes

On-demand video lectures
Lifetime access
Hands-on Projects
Certificate of Completion

Course Features

Sessions 30+
Advanced Level
Industry Case Studies
Language English/Hindi

What People Say

Nagmani Solanki

Digital Marketing

Edugators platform is the best place to learn live classes, and live projects by which you can understand easily and have excellent customer service.

Saurabh Arya

Full Stack Developer

It was a very good experience. Edugators and the instructor worked with us through the whole process to ensure we received the best training solution for our needs.

Praveen Madhukar

Web Design

I would definitely recommend taking courses from Edugators. The instructors are very knowledgeable, receptive to questions and willing to go out of the way to help you.