Chapter 1
Introduction to LLMs
Discover the origin of LLMs, gain insight into the acronym’s meaning, and explore ChatGPT as an exemplar of these remarkable language models, all while grounding your understanding in the fundamentals of artificial intelligence.
Overview
Unravel LLMs strengths, limitations and establish a solid foundation to grasp their significance in modern times.
Duration
10 mins
Testing
3 Quizzes
Source Files
Trailer
Chapter Preview
Chapter Topics
What You Will Learn
What are LLMs?
LLMs are not search engines nor are they deterministic. LLMs generate randomized outputs based on a probability distribution
LLM Guide Summary
Everyone knows what a summary is, felt like I needed to write something here anyhow. Thank you for checking out the site.
Unpacking LLM: Acronym & History
Understand what Large-Language-Model represents and the technology it stands on top of.
Foundations of AI
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LLM Capabilities & Limitations
Lots of misunderstandings around what LLMs can and cannot do well. Arm yourself with foundational information to know the difference.
Key Takeaways
The most important highlights of the entire LLM Guide.
Level up Your Data Science Skills
Learn
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Break Stuff
Gain confidence by completing mini portfolio projects.
Apply Your Skills
Go out and apply what you’ve learned in meaningful ways!