Mastering Advanced Statistical Functions in Excel
Mastering Advanced Statistical Functions in Excel
Learn how to harness advanced statistical functions in Excel to effectively analyze and interpret data.
Analyze data using advanced statistical functions and Excel's Data Analysis Toolpak for summary statistics.
After completing this course, you will feel comfortable using EXCEL advanced statistical functions for Analytics and Real World cases.
Conduct t-tests, ANOVA, and chi-square tests for categorical data analysis.
Advanced statistical functions about the Normal or Bell-Shaped distribution, Student t distribution, chi square, lognormal, negative binomial, etc..
Solve inferential statistical problems using the functions and libraries you studied in the course
Description
This course provides an in-depth introduction to advanced statistical functions in Excel, utilizing the latest features and tools available in Excel for Office 365. It is designed for data analysts, students, and professionals who wish to elevate their data analysis skills with advanced Excel capabilities.
In this course, you will learn to harness a variety of powerful statistical functions, including Normal Distribution, Student-t Distribution, Chi-Square Distribution, F Distribution, Gamma, Log-Normal, Negative Binomial, and Exponential Distributions. You’ll also learn to calculate margins of error and construct confidence intervals, crucial skills for conducting precise data analysis. Additionally, the course covers the creation of Standard Normal tables and Student-t tables, important tools for understanding statistical data.
The material is updated with practical examples, quizzes, and Excel files that illustrate each function and its real-world applications. These hands-on activities are designed to help you grasp the concepts quickly and apply them to both educational and professional settings. Detailed screenshots and interactive exercises ensure that you can follow along and effectively learn each function as it is introduced.
By the end of the course, you will have developed a robust toolkit of advanced analytical tools to tackle a wide range of data analysis challenges. Whether you're working on academic projects, business analytics, or professional research, this course will provide you with the skills to analyze data with confidence. Depending on your prior experience, you can complete this course in a month or less.
This course will be invaluable for anyone looking to advance their expertise in statistical analysis and apply these techniques in real-world situations using Excel for Office 365.
Who this course is for:
College students taking statistics classes and interested in using EXCEL advanced statistical functions for their projects
IT specialists and Data Engineers integrating statistical analysis into data pipelines and systems.
Experts analyzing consumer data, market trends, and campaign performance metrics.
Professionals analyzing and interpreting data to provide actionable insights.
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