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Learn AI with Python · Lesson

Types of Data

Numerical, categorical, and time-series data.

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Types of Data

Understanding the types of data is essential for working with datasets effectively. In this lesson, we’ll explore three key types of data: numerical, categorical, and time-series.

Types of Data — illustration 1

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Numerical Data

Numerical data represents numbers and can be either:

  • Discrete: Whole numbers like 1, 2, 3.
  • Continuous: Numbers with decimals like 3.14, 7.89.

Examples: Age, temperature, and income.

All lessons in this course

  1. Types of Data
  2. Handling Missing Data
  3. Data Normalization
  4. Data Merging in Python
  5. Feature Extraction from Data
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