Large Language Model (LLM) Training -From Foundation to Fine Tuning

In today’s fast changing AI driven technological landscape, proficiency in leveraging AI language models (LLMs) has become imperative for businesses and professionals across diverse domains.  Ambeone’s LLM training Course in Dubai provides clarity & understanding on how to use advance AI tools like Large Language Models  , Prompt Engineering and ChatGPT .

Course Structure

Module I :Overview – What are Large Language Models

1. Introduction to Artificial Intelligence and Natural Language Processing (NLP)
2.  Understanding the architecture and mechanics of language models
3. Exploring pre-trained models and their applications
4. ChatGPT & Prompt Engineering

Module II : Popular Platforms and Tools

1. Utilizing ChatGPT for conversational AI applications
2. Harnessing LLMs for text classification and information retrieval
3. Comparative analysis of various LLM platforms and tools

Module III : Prompt Engineering for LLMs

1. Crafting effective prompts for desired outputs
2. Strategies for bias mitigation and fairness in prompt engineering
3. Advanced techniques for enhancing prompt-response interactions

Module IV : LLM Fine-Tuning Techniques

1. Hands-on practice with fine-tuning LLMs for specific tasks
2.  Optimizing  hyperparameters and training strategies
3. Evaluating fine-tuned models for performance and effectiveness

Module V: Business Case Studies

1. Customer Support Automation: Implementing conversational AI to streamline customer service interactions and enhance user experience.
2. Content Generation and Personalization: Leveraging LLMs to generate personalized content at scale for marketing and engagement purposes.
3. Other case studies as per participants profile