Machine Learning
A structured, beginner-friendly text course with 10 guided chapters, practice tasks and a capstone.
Text-based courses, topic deep dives and bite-size walkthroughs. Your next skill starts here.
A structured, beginner-friendly text course with 10 guided chapters, practice tasks and a capstone.
AI is the broad field.
A hallucination is a generated response that contains unsupported or incorrect information presented plausibly.
Unsupervised learning looks for structure in data without requiring a target label for every example.
Supervised learning fits a model using examples paired with targets.
Features are inputs used by a model.
A dataset is a collection of observations used for analysis or modelling.
A large language model, or LLM, is a model trained on language-related data at scale to predict or generate sequences of tokens.
Deep learning is a family of machine learning methods using neural networks with multiple layers.