An Understanding Of The Mathematical Concept Of Data Science.

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Basic Probability

image credit : The Omni link calculator

Random Variable

Compound Probability

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prepinsta .com
The visual representation of the permutation method using 4 balls.
The visuak representation of combination method using 4 balls.

Conditional Probability

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Image credit: Casey Dunn and Creature Cast

Frequentist inference

Image credit: seeing theory;frequentist inference
Image credit: seeing theory;frequentist inference

Bayesian Theorem

Regression Analysis

Linear Regression model image from wikipedia

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