Lesson 1
Descriptive Statistics - Part I
In this lesson, you will learn about data types, measures of center, and the basics of statistical notation.
Introduction to Data
Course
Learn the basic concepts of data analysis and descriptive statistics. Learn how to manipulate, analyze and visualize data in Excel and Google Sheets. Learn about business metrics across a wide range of business areas (marketing, sales, growth and finance). Finally, learn about forecasting sales and financial metrics.
Learn the basic concepts of data analysis and descriptive statistics. Learn how to manipulate, analyze and visualize data in Excel and Google Sheets. Learn about business metrics across a wide range of business areas (marketing, sales, growth and finance). Finally, learn about forecasting sales and financial metrics.
Beginner
3 weeks
Real-world Projects
Completion Certificate
Last Updated February 22, 2024
Basic spreadsheet use • Business KPIs • Basic descriptive statistics • Spreadsheet functions
No experience required
Course Lessons
Lesson 2
Descriptive Statistics - Part II
In this lesson, you will learn about measures of spread, shape, and outliers as associated with quantitative data. You will also get a first look at inferential statistics.
Lesson 3
Spreadsheets 1: Getting Started
In this lesson, you will learn about the basic functionality for spreadsheet software, use cell referencing and menu shortcuts.
Lesson 4
Spreadsheets 2: Manipulate Data
In this lesson, you will learn basic spreadsheet function: sort and filter data, use text and math functions, split columns and remove duplicates.
Lesson 5
Spreadsheets 3: Analyze Data
In this lesson, you will learn how to summarize data with aggregation and conditional functions. You will learn how to use pivot tables and lookup functions.
Lesson 6
Spreadsheets 4: Visualize Data
In this lesson you will build data visualizations for quantitative and categorical data; create pie, bar, line, scatter, histogram, and boxplot charts, and build professional presentations.
Lesson 7
Business Metrics
This lesson will cover how to calculate business metrics used by business analysts across a range of business functions. You will also learn how to calculate and interpret key performance metrics.
Lesson 8
Excel Modeling
This lesson will cover the fundamentals of sales and financial forecasting models. You will learn how to create forecast models using advanced lookup and data validation tools in Excel and Sheets.
Lesson 9 • Project
Project: Analyze NYSE Data
In this project, you will use a data set containing financial performance data from companies listed in NYSE S&P to create an income statement and forecast financial metrics.
Taught By The Best
Josh Bernhard
Staff Data Scientist
Josh has been sharing his passion for data for over a decade. He's used data science for work ranging from cancer research to process automation. He recently has found a passion for solving data science problems within marketplace companies.
Ruchi Bhanot
Instructor
Ruchi is a data scientist with over a decade of experience in research and industry. She received her PhD from University of Illinois at Urbana-Champaign. She has taught at the University level and designs online learning content within the ed-tech industry.
Dana Sheahan
Content Developer
Dana is an electrical engineer with a Masters in Computer Science from Georgia Tech. Her work experience includes software development for embedded systems in the Automotive Group at Motorola, where she was awarded a patent for an onboard operating system.
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