10 ratings
Calculate statistics on groups within large data sets
Create visualizations
Filter data to include only observations meeting criteria you define
Showcase this hands-on experience in an interview
Former Major League Baseball (MLB) player Matt Kata joins MathWorks to introduce you to data analysis using baseball statistics. By analyzing historic batting statistics, you will explore player careers and answer the question: When do great hitters peak in their career? In this project, you will work in MATLAB, a programming environment used by millions of engineers and scientists, and now MLB players! You’ll have access to pitching, batting, and defensive statistics dating back to 1871, enabling you to explore and answer a wide variety of questions. You will compute statistics like On-base Plus Slugging (OPS), visualize results, and filter data to highlight players that meet criteria you specify, such as the number of home runs. Whether you’re analyzing sports data, financial markets, or electric engine performance, you can apply the data analysis skills you learn in this project to many other fields and applications. So, step up to the plate and take a swing at MATLAB for data analysis.
Fan of baseball and familar with On-base plus Slugging (OPS)
Data Analysis
Data Visualization (DataViz)
Matlab
Exploratory Data Analysis
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Import Baseball Data
Calculate Career and Season Batting Statistics
Calculate OPS and Clean the Tables
Explore the Data
Defining Great Hitters
Exploring Career Trajectory
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
by AQ
Dec 23, 2022A good introduction to both MATLAB and data analytics using MATLAB.
by AD
Jul 28, 2022This was really detailed and well explained by Brandon and Kata. I really loved how both of them gave great insights about the dataset that was provided.
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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.
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Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.
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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