Explore the World of Large Language Models

Enroll now for this Free Udemy Course on Large Language Models and start building impactful AI applications.

Are you ready to dive deep into the world of Large Language Models (LLMs) and unlock their true potential? Whether you’re a beginner or a developer looking to master the latest aspects of AI, this course is designed for you. “Large Language Models” is a comprehensive guide that will help you understand, create, and deploy AI applications using the most powerful natural language processing models. LLMs are becoming an integral part of AI solutions, and mastering them is a crucial step for anyone looking to excel in this field.

In this course, you will gain a solid foundation to understand the architecture and foundational concepts of LLMs. You will learn essential techniques like tokenization, vectorization, and model training to create your own models. You will fine-tune pre-trained models for specific use cases such as text summarization, generation, and classification. Additionally, you’ll deploy LLMs locally and through APIs, enabling you to build scalable, real-world AI applications. You will learn to create advanced systems like Retrieval-Augmented Generation (RAG) that enhance data processing and querying. Moreover, you’ll grasp the real-world applications of LLMs along with important ethical considerations.

Why learn about LLMs? They are at the forefront of AI advancements, enabling powerful, human-like interactions with machines. Mastering these models will equip you with the skills needed to create innovative, intelligent applications that can analyze and generate text with high accuracy. Designed with hands-on projects, this course will not only help you understand the theory but also assist you in applying it practically. You will work with state-of-the-art frameworks and tools to fine-tune and deploy LLMs. This course focuses deeply on the “how” and “why” of LLMs, ensuring you fully understand these models so you can confidently create AI applications. Don’t miss the opportunity to master the technologies shaping the future of AI. Enroll today and start building impactful applications with Large Language Models!

What you will learn:

  • Understand the fundamentals of Large Language Models (LLMs) and their applications.
  • Learn about the core concepts of LLMs, including tokenization, vectorization, and architecture.
  • Develop skills in training and fine-tuning LLMs to meet specific needs.
  • Gain experience with deploying LLMs locally and integrating them via APIs.
  • Explore the ethical considerations and practical aspects of using LLMs in real-world applications.

Course Content:

  • Sections: 6
  • Lectures: 21
  • Duration: 2h 2m

Requirements:

  • Basic knowledge of Python
  • An understanding of AI concepts and access to a computer with internet are recommended; no advanced AI experience is necessary.

Who is it for?

  • Software developers and data scientists interested in building and deploying LLM applications.
  • Privacy-conscious professionals who want to run LLMs on local machines.
  • AI and NLP researchers looking to explore advanced LLM techniques.
  • Students looking to get hands-on experience with cutting-edge tools and models in the field of AI.

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