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What is Data Science? Also, list the differences between supervised and unsupervised learning.

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What is Data Science? Also, list the differences between supervised and unsupervised learning.

in Data Science & Statistics by Bronze Status (9,350 points) | 168 views

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Data science is a mixture of various tools, algorithms, and machine learning fundamentals to explore and discover hidden patterns and trends from the raw data.

Supervised learning involves:

  • Labeling of the input data
  • Using of a training data set
  • Application to prediction
  • Enabling classification, categorization and regression.

Unsupervised learning involves:

  • No labeling of the input data
  • Using the input data set
  • Application to analysis, cannot predict
  • Enabling classification, dimension reduction and density estimation.
by ♦ Diamond (48,938 points)

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