beginnerยท8 min

Data and Algorithms

Data is the fuel that powers AI, and algorithms are the engines. Together they make intelligent decisions possible.

๐Ÿง‘For teens & curious minds
Data is structured or unstructured information collected from various sources. Algorithms are mathematical procedures that process this data to find patterns, make predictions, or solve problems. Data quality directly impacts AI performance.
๐Ÿ’กVisual Analogy

Data is the fuel, algorithms are the engine, and the AI model is the car. All three need to work together for the journey to be smooth.

Key Terms

Dataset:A collection of data used to train or test an AI model.
Feature:An individual measurable property in a dataset.
Big Data:Datasets too large or complex for traditional processing tools.

๐ŸŽฏ Fun Facts

  • โ€ข2.5 quintillion bytes of data are created every single day.
  • โ€ขAbout 80% of all AI work is just cleaning and preparing data.
  • โ€ขBad data cost US businesses $3.1 trillion annually.
  • โ€ขThe largest AI training datasets contain trillions of text tokens.

Real World Examples

  • โœ“Google Search ranking algorithm
  • โœ“Social media feed curation
  • โœ“Credit scoring in banks
  • โœ“Navigation apps calculating fastest routes
  • โœ“Online ad targeting