Sabermetric: Data science en Baseball con Rstudio y Power BI

🚀 Course Title: Sabermetric: Data Science en Baseball con Rstudio y Power BI 🎓 Course Headline: Aprende a aplicar análisis de datos del Baseball y Sabermetría con R y elabora informes avanzados del MLB con Power BI.

Discover the Depths of Baseball Analytics with Data Science! 🏋️‍♂️⚾️

Introduction to Sabermetrica: Sabermetría has revolutionized the way we analyze and understand baseball, transcending traditional statistical analysis and creating new metrics that provide context for answering a multitude of questions about baseball performance and even predicting future outcomes.

La Sabermetría (sacred measure in baseball) has become an indispensable tool for understanding the nuances of the game. It's a field where data, statistics, and analytics intersect to reveal the deeper truths within baseball performance.

The Impact of Sabermetría: The influence of Sabermetría came to the forefront with Michael Lewis's 2003 book, “Moneyball: The Art of Winning an Unfair Game" (✍️📚), which showcased how a small market team, the Oakland Athleters, used statistical analysis to their advantage. This approach was once a fantasy for baseball aficionados like its pioneer, Bill James, but has now become a staple in every Major League Baseball (MLB) team's strategy.

Tools of the Trade: In this course, we will harness the power of R (📊), a programming language specifically tailored for statistical computing and graphics, along with its Integrated Development Environment (IDE), RStudio. Together, these tools will allow us to explore the rich datasets provided by the legendary John Lahman.

Furthermore, we'll leverage the capabilities of Microsoft Power BI (📈) to transform the data into compelling visual reports and dashboards that can be shared across any platform. With Power BI, you'll create interactive data visualizations that bring the insights of Sabermetría to life.

Course Structure:

• Introduction to Sabermetría and Data Science in Baseball:

  • Understanding the history and importance of Sabermetría in modern baseball analytics.

• Getting Started with R & RStudio:

  • Setting up your R environment and understanding the basics of data manipulation and visualization within R and RStudio.

• Exploring Baseball Data with R:

  • Accessing and using the Lahman database to extract and analyze historical MLB data.

• Power BI for Sports Analytics:

  • Learning how to import data from various sources into Power BI, transform it, and create comprehensive dashboards and visualizations.

• Advanced Data Analysis Techniques:

  • Applying complex data analysis and visualization techniques with R and Power BI to derive insights and tell compelling stories about baseball performance.

• Practical Application:

  • Completing a capstone project where you'll apply the skills learned to perform an in-depth Sabermetric analysis of an MLB player or team, culminating in a professional Power BI dashboard.

Who Should Take This Course? This course is tailored for:

• Data Scientists: Who want to apply their skills to the fascinating world of sports analytics, specifically baseball.
• Power BI Users: Looking to expand their analytical capabilities and apply them within the context of Sabermetría.
• Baseball Enthusiasts: With a keen interest in understanding the game through advanced data analysis.
• Sports Analysts: Seeking to enhance their toolkit with the latest in data visualization and reporting.
• Statisticians and Math Professionals: Who want to explore the intersection of mathematics and sports.

Join us on this journey into the world of Sabermetrica, where data science meets the passion of baseball! 🧠❤️‍🔥🎯

Enroll now and transform the way you see baseball forever! 🎫⚾️💻