Overview
Machine learning is a transformative technology that allows computers to learn from data and improve their performance over time. It encompasses various techniques and algorithms that can be applied to solve real-world problems, from predicting trends to automating tasks. Understanding the fundament...
Key Terms
Example: Decision trees and neural networks are examples of algorithms.
Example: A dataset of images for training an image recognition model.
Example: Training a model on historical sales data to predict future sales.
Example: A model that performs well on training data but poorly on test data due to overfitting.
Example: In a dataset of houses, features could include size, location, and number of bedrooms.
Example: Predicting whether an email is spam or not.