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Category: Statistics

Inferential Statistics for Data Science

February 3, 2021 Indhumathy Chelliah

Basics of Probability, Probability Distributions Inferential Statistics Inferential Statistics allows you to make predictions(inferences) from data. Most often, we will work with a large amount

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Confusion Matrix — Clearly Explained

December 23, 2020 Indhumathy Chelliah

  Confusion Matrix In machine learning, the confusion matrix helps to summarize the performance of classification models. From the confusion matrix, we can calculate many

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Correlation Coefficient — Clearly Explained

December 16, 2020 Indhumathy Chelliah

Correlation Coefficient In machine learning, before we generate any model, we need to understand the relationship between independent variables and the target variable. The correlation

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Understanding Statistical Hypothesis Testing

November 21, 2020 Indhumathy Chelliah

Statistics Hypothesis testing, p-value, types of t-test, and much more Inferential Statistics Inferential statistics allow you to draw inferences about the population from the sample. It

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Exploring Descriptive Statistics Using Pandas and Seaborn

October 10, 2020 Indhumathy Chelliah

Descriptive Statistics in Python Descriptive statistics include those that summarize the central tendency, dispersion, and shape of a dataset’s distribution. Measure of central tendency Measure

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