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Intro to LLMs
In recent years, large language models (LLMs) have dominated the tech news for their incredible ability to write poetry, essays, social media content, code, and more. They’re the hot new topic in natural language processing. This Intro to Large Language Models course teaches you the knowledge and skills required to experiment and create your own language model solutions. Through a combination of video lessons and practical coding exercises, we’ll cover what these language models are, their functions, and ways to implement them into your own projects. Whether you want to generate content, create a chatbot, or train these models on your own custom data and NLP tasks, this course equips you with the fundamental tools and concepts to fine-tune LLM models and tackle these challenges.
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What You’ll Learn?
Course Syllabus
1. Introduction to Large Language Models
2. The Transformer Architecture
3. Getting started with GPT models
4. Hugging Face Transformers
5. Question and answer models with BERT
6. Text classification with XLNet
Course Project
Certification
Choose from a list of project topics or create your own project idea that incorporates all skills learned (e.g., a mini-banking system, personal expense tracker, or inventory manager).
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