LinkedIn Learning

Hands-On AI: Build a Generative Language Model from Scratch

Hybrid

0.5 hours

English

Generative AI

Tổng Quan Khóa Học

In this hands-on course, Ronnie Sheer takes you through building your very own generative language models, starting from scratch. You’ll begin with a simple project, creating a text completion model that mimics the autocomplete function we use daily on our smartphones. From there, you’ll progress to more advanced applications, such as building a model capable of filtering hateful comments from social media, a crucial use case for moderating online content.

As you continue to explore the power of AI, you’ll also use song lyrics to generate new, thematically similar lyrics, showcasing the creative side of generative language models. This course is designed for learners who want to understand the practical applications of AI and language modeling through hands-on experience, giving you the tools to dive deeper into this exciting field.

Những Gì Bạn Sẽ Học

- Hands-on experience in building your own generative language models
- Techniques for creating text completion models similar to smartphone autocomplete
- Skills for filtering harmful content using AI in social media applications
- The ability to generate creative text such as lyrics, based on the themes of existing songs
- A foundational understanding of natural language generation and language modeling techniques