Understand Exploratory Data Analysis (EDA) and its practical application.
Conduct EDA by evaluating descriptive statistics, a t-test and chi-square test for independence from individual and paired samples.
Interpret EDA statistics and produce graphs and charts to aid in understanding the data story.
In your Exploratory Data Analysis (EDA) in Google Sheets project, you will gain hands-on experience conducting EDA. You will also gain experience interpreting the statistics and visualizations you produce. And while you are conducting EDA, you will gain insights and apply techniques to aid in choosing a direction for an analysis after EDA is complete. To do this you will work in the free-to-use spreadsheet software Google Sheets. By the end of this project, you will be able to confidently carry out Exploratory Data Analysis using any spreadsheet software to aid in understanding a data set. We all want to find the actions in the data we work with, and that we consume personally. We ask ourselves important questions like, “What can my organization do with this?” and “What can I learn from this?” The most critical part of taking in any data is the statistical approach that comes first. Exploratory Data Analysis, or EDA, is an approach to analyzing data sets that summarizes their main characteristics and often uses visualizations like charts and graphs to understand the data before formal modeling or hypothesis testing occurs. Through EDA, we can explore what the data tells us without any manipulation and it gives us the opportunity to uncover high-arching areas of interest so that we don’t miss what the data story tells us. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Review Exploratory Data Analysis (EDA) and how it is applied to a data set.
Review the calculations behind the mean, median, mode, variance, and standard deviation statistics that you will use in EDA.
Import data into Google Sheets and build the framework for Exploratory Data Analysis.
Conduct EDA with individual and paired samples.
Interpret the statistics, produce graphs and charts, and report the findings from EDA.
Your workspace is a cloud desktop right in your browser, no download required
In a split-screen video, your instructor guides you step-by-step
What will I get if I purchase a Guided Project?
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Are Guided Projects available on desktop and mobile?
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Who are the instructors for Guided Projects?
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.
Can I download the work from my Guided Project after I complete it?
You can download and keep any of your created files from the Guided Project. To do so, you can use the “File Browser” feature while you are accessing your cloud desktop.
What is the refund policy?
Is financial aid available?
Financial aid is not available for Guided Projects.
Can I audit a Guided Project and watch the video portion for free?
Auditing is not available for Guided Projects.
How much experience do I need to do this Guided Project?
At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.
Can I complete this Guided Project right through my web browser, instead of installing special software?
Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.
What is the learning experience like with Guided Projects?
You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.
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