Take a Swing at Baseball Analytics: Explore Player Careers

ofrecido por
MathWorks
En este proyecto guiado, tú:

Calculate statistics on groups within large data sets

Create visualizations

Filter data to include only observations meeting criteria you define

Clock3 hours
BeginnerPrincipiante
CloudNo se necesita descarga
VideoVideo de pantalla dividida
Comment DotsInglés (English)
LaptopSolo escritorio

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.

Habilidades que desarrollarás

  • Data Analysis
  • Data Visualization (DataViz)
  • Matlab
  • Exploratory Data Analysis

Aprende paso a paso

En un video que se reproduce en una pantalla dividida con tu área de trabajo, tu instructor te guiará en cada paso:

  1. Import Baseball Data

  2. Calculate Career and Season Batting Statistics

  3. Calculate OPS and Clean the Tables

  4. Explore the Data

  5. Defining Great Hitters

  6. Exploring Career Trajectory

Cómo funcionan los proyectos guiados

Tu espacio de trabajo es un escritorio virtual directamente en tu navegador, no requiere descarga.

En un video de pantalla dividida, tu instructor te guía paso a paso

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