Track 2: Architecting LLM for your Technical solutions

Skillsoft issued completion badges are earned based on viewing the percentage required or receiving a passing score when assessment is required. The "Natural Language Processing with LLMs" track is designed to immerse participants in the transformative world of Large Language Models (LLMs), leveraging state-of-the-art techniques powered by deep learning and attention mechanisms. Participants will gain a deep understanding of attention mechanisms and the revolutionary transformer architecture, including self-attention and multi-head attention mechanisms. Through hands-on exercises and practical demonstrations, learners will explore the foundational concepts of LLMs and delve into implementing translation models using transformers. Moreover, participants will be introduced to the Hugging Face platform, learning to leverage pre-trained models from the Hugging Face library and fine-tune them for specific use cases. From text classification to language translation, question answering, text summarization, and natural language generation, participants will acquire the skills needed to harness the full potential of LLMs for a wide range of NLP tasks.