Topic
Classification
Classification assigns each item to one of a set of known labels: spam or not, which product, which stage of a journey. It is the quiet workhorse of applied AI, and often a better tool than generating text because the answer can be checked. These guides use it to organize what people ask and to make decisions a system can act on.
2 guides on Classification.
Keep learning Classification
- Decision and Classification Trees, Clearly Explained!!! video · StatQuest with Josh Starmer
- Neural Networks Part 8: Image Classification with CNNs · StatQuest video · StatQuest with Josh Starmer
- Stanford CS231N | Spring 2025 | Lecture 5: Image Classification with CNNs video · Stanford Online
- Audio classification: what it is, with demos and models guide · Hugging Face
- Classification vs Regression | IBM guide · IBM
- Classification: Accuracy, recall, precision, and related metrics | Machine Learning | course · Google
- Classification/evaluation metrics for highly imbalanced data post · Cross Validated
- Hands-On ML classification notebook, Aurelien Geron (free code) repo · ageron/handson-ml3
From the AI Roadmap. Every link was checked.