Large Language Models - Level 1
What you'll learn
- Understand the definition and role of language models in natural language understanding.
- Explore the evolution and techniques commonly used in language models.
- Identify real-world applications of language models across various industries.
- Master the basics of neural networks, deep learning, and transformer architecture.
Requirements
- A basic understanding of data science and AI principles is helpful but not required.
- No programming experience is needed. You will learn everything you need to know.
Description
Begin your exploration of Large Language Models (LLMs) with our foundational Level 1 course! Tailored for both beginners and those with some machine learning experience, this course provides a deep understanding of essential concepts and techniques in language modeling.
Led by Andreea Turcu, H2O ai's expert in AI education, you will start by learning what a language model is and its crucial role in natural language understanding. We'll explore the evolution of these models and delve into the techniques used to develop and refine them. The course also highlights real-world applications across industries, demonstrating the transformative power of LLMs.
You will also gain a strong foundation in neural networks and deep learning, essential for mastering advanced AI techniques. A significant portion of the course focuses on transformer architecture, the backbone of modern LLMs, and compares it with other architectures to highlight key innovations.
We'll guide you through the methodologies of pre-training and fine-tuning LLMs, emphasizing transfer learning and domain-specific adaptation. By the end of the course, you'll have the skills to create and apply language models effectively, making you a strong candidate for roles in natural language processing, machine learning, and data science.
Come aboard our dynamic course, where you'll dive into practical applications of language models and supercharge your AI career!
Who this course is for:
- Beginners in AI and machine learning who are eager to learn about language models.
- Students and researchers interested in understanding and applying advanced language model techniques.
Instructors
- 4.5 Instructor Rating
- 373 Reviews
- 5,810 Students
- 15 Courses
At H2O ai University, our mission is to deliver exceptional courses on state-of-the-art AI tools. These courses aim to support the H2O ai community in effectively using our tools and achieving certification success. We are committed to fostering a deep understanding and proficiency in AI, empowering our users to excel in their endeavors.
- 4.5 Instructor Rating
- 291 Reviews
- 5,758 Students
- 8 Courses
Hello, I'm a Data Scientist specializing in AI platforms, focused on using data and AI to create competitive business advantages. With over 7 years of experience, I'm passionate about making AI and Data Science accessible, integrating machine learning into real-world applications, and developing engaging training programs. As I like to say, “AI is essentially Economics, turbocharged by data, with a sprinkle of innovation.”