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Statistics

Statistics

Dec 15, 20241 min read

Statistics is the field of knowledge concerned with developing and applying methods and rules for organizing, describing, analyzing, and interpreting data.

The field divide itself between various sub-fields, like Descriptive Statistics, Probability and Statistical Modelling, used in various other fields, like research, medicine, engineering, Computer Science, and Machine Learning.



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  • Linear Regression
  • Machine Learning
  • PCA
  • Correlation
  • Descriptive Statistics
  • Sampling
  • Standard Deviation
  • Variance
  • Binomial Distribution
  • Student's t-Distribution
  • Probability
  • ANOVA
  • Central Limit Theorem
  • Coefficient of Determination
  • Data Linearization
  • Inference and Prediction
  • Law of Large Numbers
  • Least Squares Method
  • One-Way ANOVA
  • Regression
  • Statistical Modelling

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