# theory lecture (blogs) — RSS Amplifier Recent posts from the 2 feeds in the RSS Amplifier directory that cover theory lecture. Page: Feed: --- ## [ML Notes 2025. Supervised Learning and the Problem of Induction](http://jyotirmoy.net/posts/2024-12-30-ML%20Notes%202025.%20Supervised%20Learning%20and%20the%20Problem%20of%20Induction.html) _2024-12-30 · Jyotirmoy Bhattacharya: Blog_ Dec. 30, 2024 Supervised Learning Supervised learning is a fundamental type of machine learning where we learn from examples that have been labeled with their correct answers. The term “supervised” comes from the idea that some knowledgeable entity (the supervisor) has already gone through the data and provided the right answer for each example. This supervisor could be: Human experts manually…