How It Works ยท Technology
Machine Learning
Models that learn from data
Machine learning trains models on labeled or unlabeled data, adjusting parameters to minimize error, then infers on new inputs.
- training data
- features
- model
- loss function
- inference
Inputs
Data with features and, for supervised tasks, target labels.
Process
Algorithms adjust parameters to reduce loss via optimization such as gradient descent.
Outputs
A model that generalizes patterns to predict or classify new data.
Keep Exploring
Guides
API Basics
APIs let software request data or actions from other systems through defined endpoints and responses.
Comparison
RAM vs Storage
RAM handles what your device is actively working on, while storage keeps apps, files, and system data available over time.
What it is
Blockchain
A blockchain is a distributed ledger secured by cryptography and consensus nodes.
Why it matters
Cybersecurity Hygiene
Cybersecurity hygiene lowers everyday risk through habits like patching, backups, password management, and safer defaults.