EdX

Small Language Models (edX)

Offered by AI (Pragmatic AI Labs),
Small Language Models (edX)

Discover the power of Small Language Models (SLMs). Learn to develop efficient, privacy-preserving NLP solutions for chatbots, text classification, summarization, and more.

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In this comprehensive course, you will:

  • Gain a solid understanding of Small Language Models (SLMs) and their advantages
  • Explore real-world use cases for SLMs, from chatbots to language translation
  • Learn to develop applications using SLMs through hands-on labs and practical examples
  • Discover best practices for optimal SLM performance and reliability
  • Equip yourself with the skills to build efficient, effective NLP solutions

Whether you're a developer, data scientist, or machine learning enthusiast, this course will empower you to leverage the power of SLMs for your specific needs and build cutting-edge natural language processing applications.
This course is part of the Generative AI Fundamentals Professional Certificate.

What you'll learn

  • Understanding Small Language Models and their characteristics
  • Leveraging high-quality, specialized training data for improved performance
  • Loading and running inference with pre-trained SLMs
  • Fine-tuning SLMs for specialized tasks
  • Developing applications using SLMs in production environments
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