LLM Course
Learn about large language models from start to finish with Salesforce's free courses on LLMs.
About the free LLM course
Understanding Large Language Models (LLMs)
This course provides a hands-on introduction to Large Language Models (LLMs), exploring how they work, how to interact with them effectively and how to apply them in real-world scenarios. Ideal for developers, data analysts and AI-curious professionals, this course combines theory with practical implementation using popular LLM tools and APIs.
By the end of this course, you'll understand the strengths and limitations of LLMs, how to prompt and evaluate them effectively and how to integrate them into your own applications or workflows.
Topics Covered:
- Introduction to LLMs
- Prompt engineering techniques and best practices
- Retrieval-Augmented Generation (RAG)
- Fine-tuning and model customisation
- Building LLM-powered applications
- Bias, safety and ethical considerations
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