Statistics Syllabus for Data Science

1. Types of Statistics

There are two branches of statistics. First, Descriptive statistics is used to summarize the data for a group that you choose. Second, Inferential statistics takes data from a sample and makes inferences about the larger population.

Descriptive Statistics Inferential Statistics

2. Important Terms

Collation of all the important terms used in statistics. Explained in simple language using practical examples, images and videos.

Population Sample Hypothesis Testing Central Limit Theorem

3. Data Exploration

Also known as Exploratory Data Analysis (EDA) covers analysis on categorical/numerical variables, standard deviation, skewness, kurtosis, correlation, scatter plot, Z test, T test, ANOVA, various plots, etc.

1. Univariate 2. Bivariate 3. Multivariate Visualization
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