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What you'll learn

Calculate descriptive statistics (traditional and robust estimators).

Understand probability and apply probability rules.

Utilize statistical functions in Microsoft Excel.

Visualize univariate and bivariate data in Microsoft Excel.

Skills you'll gain

Statistical Visualization

Data Cleansing

Descriptive Statistics

Box Plots

Microsoft Excel

Probability & Statistics

Probability

Probability Distribution

Scatter Plots

Statistics

Histogram

Excel Formulas

Data Analysis

Data Transformation

There are 5 modules in this course

Designed for students with no prior statistics knowledge, this course will provide a foundation for further study in data science, data analytics, or machine learning. Topics include descriptive statistics, probability, and discrete and continuous probability distributions. Assignments are conducted in Microsoft Excel (Windows or Mac versions). Designed to be taken with the follow-up courses, “Statistics and Data Analysis with Excel, Part 2" and "Statistics and Data Analysis with R". All three courses make up the specialization "Statistics and Applied Data Analysis."

Descriptive Statistics and Graphical Representation of Data

Probability

Discrete Probability Distributions

Continuous Probability Distributions