Introduction to Large Language Models Training

Live Online & Classroom Enterprise Training

Learn the fundamentals of Large Language Models (LLMs), including how they work, their architecture, real-world applications, and how they are transforming industries through AI-powered language understanding and generation.

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What is Introduction to Large Language Models Course about?

This course provides a comprehensive introduction to Large Language Models, covering core concepts such as Natural Language Processing (NLP), transformer architecture, model training, fine-tuning, and deployment basics. Learners will explore use cases like chatbots, content generation, coding assistants, and enterprise automation. The course is designed to help both technical and non-technical professionals understand how LLMs function and how they can be applied in real-world scenarios.

What are the objectives of Introduction to Large Language Models Course ?

Understand the fundamentals of Large Language Models and NLP
Learn how transformer-based models work
Explore real-world LLM applications across industries
Understand basics of model training, fine-tuning, and prompting
Identify ethical considerations and limitations of LLMs

Who is Introduction to Large Language Models Course for?

Software Developers and Engineers
Data Scientists and AI/ML Engineers
Cloud and DevOps Professionals
Business Analysts and Product Managers
Students and Technology Enthusiasts

What are the prerequisites for Introduction to Large Language Models Course?

Prerequisites:

Basic understanding of programming (Python preferred)
Fundamental knowledge of AI/ML concepts
Basic understanding of data handling and APIs
Familiarity with cloud concepts
Interest in AI and emerging technologies

Learning Path:

Introduction to AI, ML, and NLP Fundamentals
Understanding Transformer Architecture
Working with Pre-trained LLMs
Prompt Engineering Basics
LLM Use Cases and Implementation Overview

Related Courses:

Prompt Engineering for Generative AI
Natural Language Processing Fundamentals
Generative AI Application Development
AI Model Deployment on Cloud

Available Training Modes

Live Online Training

1 Days

Course Outline Expand All

Expand All

Module 1: Introduction to Large Language Models

What are Large Language Models?

The Business Impact of LLMs

Key Applications and Opportunities

Module 2: How LLMs Work

Understanding Text Processing and Generation

Tokens, Embeddings, and Probabilities Simplified

From Input to Output: The LLM Pipeline

Module 3: The Learning Process

Pre-training Fundamentals

Fine-tuning for Specific Tasks

From General to Specialized: Adapting LLMs

Module 4: Real-World Applications

Customer Service Automation

Content Creation and Research

Cross-Industry Case Studies

Module 5: Choosing the Right LLM

Comparing GPT-4, Claude, and LLaMA

Selecting Models for Business Needs

Course Conclusion and Certification

Who is the instructor for this training?

The trainer for this Introduction to Large Language Models Training has extensive experience in this domain, including years of experience training & mentoring professionals.

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