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Intro to Large Language Models (LLMs)
Rating: 4.5 out of 5(5,907 ratings)
55,656 students

Intro to Large Language Models (LLMs)

Transform Your LLMs Knowledge From an Interested Field Observer to a Well-equipped NLP Developer
Created by365 Careers, Lauren Newbould
Last updated 3/2026
English

What you'll learn

  • Transformer architecture fundamentals
  • Concepts of attention and self-attention
  • Utilizing OpenAI's API
  • Text embeddings in LLMs
  • Introduction to LangChain
  • Exploring Hugging Face's tools

Course content

6 sections • 46 lectures • 2h 36m total length

  • Introduction2:20

    Explore large language models and their role in natural language processing, then understand transformer architecture, apply GPT models, and integrate custom data with Lang Chain and Hugging Face.

  • Course materials and notebooks0:10
  • What are LLMs?2:55
  • How large is an LLM?2:55
  • General purpose models1:08

    Explore how large language models function as general purpose tools, trained on diverse internet text to understand and generate language, with pre-training for broad knowledge and fine-tuning for specific tasks.

  • Pre-training and fine tuning2:39

    Pre-training exposes large language models to vast internet text to learn grammar, vocabulary, and common sense; fine-tuning tailors them to specific tasks with smaller data, enabling few-shot or zero-shot use.

  • What can LLMs be used for?3:17

    Explore how large language models excel at content creation, translation, question answering, chatbots, sentiment analysis, summarization, recommendations, code generation, and applications in health care, law, and marketing.

Requirements

  • This course is suitable for beginners

Description

Do you want to learn about Large Language Models and AI?

Are you ready to dive into the world of Artificial Intelligence and develop skills that are in high demand across various industries?

Our Introduction to Large Language Models course is your gateway to understanding and leveraging the capabilities of AI to revolutionize how we interact with technology.

Why Learn About Large Language Models?

In recent years, Large Language Models (LLMs) like GPT, BERT, and XLNet have revolutionized the tech industry, driving innovation in everything from conversational AI to cutting-edge text analysis. These models are not just tools—they are the backbone of modern AI applications, empowering businesses to automate processes, enhance customer experiences, and derive insights from massive datasets.

By understanding how LLMs work, you can unlock the power to create personalized AI interactions, enhance productivity with automated workflows, and drive data-driven decision making. From improving customer service with smarter virtual assistants to automating complex data extraction tasks, the possibilities are endless.

Course Curriculum at a Glance:

  1. Introduction to LLMs: Explore the capabilities and functions of state-of-the-art language models.

  2. The Transformer Architecture: Understand the groundbreaking architecture that powers most modern LLMs.

  3. Getting Started with GPT Models: Dive into generating text and building applications using GPT.

  4. Hugging Face Transformers: Learn to use one of the most popular platforms for deploying LLMs.

  5. Question and Answer Models with BERT: Create sophisticated QA systems using BERT.

  6. Text Classification with XLNet: Tackle complex text classification tasks with advanced techniques.

What Will You Gain?

This course is designed not just to teach you the theory but to equip you with practical skills through:

  • Engaging Video Lessons: Delivered by industry experts, these lessons break down complex concepts into digestible segments

  • Hands-On Coding Exercises: Apply what you learn in real-world scenarios, from building chatbots to text analysis

  • Comprehensive Coverage: From the basics of what LLMs are to the intricacies of transformer architecture and fine-tuning models for specific tasks

  • Project-Based Learning: Implement LLMs in your own projects, fine-tune models for unique data sets, and solve practical NLP tasks

Take the Next Step in Your AI Journey

Enroll now and start transforming your understanding of AI and your career trajectory with our expert-led Large Language Models course. Whether you're looking to innovate in your current role or pivot to a completely new field, mastering LLMs will give you a competitive edge in the fast-evolving tech landscape.

Click "Buy Now" to join us today and become a part of the AI revolution!

Who this course is for:

  • Developers looking to enhance their skills in AI and machine learning
  • Data Scientists interested in expanding their expertise in natural language processing
  • Tech Enthusiasts and students eager to explore the latest in AI technology
  • Product Managers and entrepreneurs aiming to incorporate AI into their products

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