Large Language Models Professional Certificate

Large Language Models Professional Certificate

Course Objectives

• Gain a deep understanding of how large language models (LLMs) work
• Develop and fine-tune LLMs for specific business or research use cases
• Learn prompt engineering and optimization for model performance
• Understand how to deploy and integrate LLMs into real-world applications
• Explore ethical considerations and responsible AI practices when working with LLMs

Course Content

Module 1: Introduction to Large Language Models

History and Evolution of LLMs

Module 2: Working with Pre-trained Language Models

How pre-trained models are used in various applications (e.g., summarization, translation, chatbots)

Loading and Using Pre-trained Models

Fine-tuning Techniques

Module 4: Prompt Engineering and Optimization

Understanding Prompts and Their Role

Module 5: Building End-to-End Applications with LLMs

LLM Use Cases Across Industries:
Chatbots, virtual assistants, content creation, code generation, and healthcare applications

Module 7: Advanced LLM Techniques

Chain-of-Thought Reasoning

Module 8: Ethical Considerations and Responsible AI

Understanding Bias in LLMs

Prerequisites

Proficiency in programming languages like Python
Basic understanding of machine learning concepts

Career Path After Completion

Upon completing this professional certificate, learners will have the skills to pursue careers in:

AI Engineer:
Design and develop applications powered by large language models.

Flexible Class Options

Week End Classes For Professionals  SAT | SUN
Corporate Group Training Available
Online Classes – Live Virtual Class (L.V.C), Online Training