Free download скачать SQL for NFL Data Analysis
Published 6/2024
Created by Judy Adabie
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 21 Lectures ( 2h 12m ) | Size: 1.31 GB
Use SQL to answer your NFL play questions
What you'll learn:
How to use basic SQL to answer NFL data questions
SQL commands and statement structure
How to filter data with SQL
How to join tables for more information
Updating a table with your own fantasy scoring system
How to group data
Requirements:
No programming Experience needed! You just need a computer.
Description:
Course Overview: The "SQL for NFL Data Analysis" course is tailored for individuals interested in gaining practical experience in using SQL to analyze and extract insights from National Football League (NFL) data. The NFL generates a vast amount of data related to games, players, teams, and statistics, making it an ideal dataset for honing your SQL skills. Whether you're an aspiring sports analyst, a data enthusiast, or a football fan, this course will equip you with the tools to delve into the world of NFL data and uncover valuable insights.Course Objectives:Understand the structure and sources of NFL data.Learn SQL syntax and commands for querying NFL data.Develop the ability to formulate SQL queries to answer specific NFL-related questions.Gain hands-on experience with real NFL datasets.Explore advanced SQL techniques for complex data analysis.Create data visualizations to communicate your findings effectively.Course Outline:Module 1: Introduction to NFL DataOverview of NFL data sourcesUnderstanding the NFL data schemaInstalling and setting up the databaseModule 2: Basic SQL for Data RetrievalSELECT statements for retrieving NFL dataFiltering data with WHERE clausesSorting and grouping resultsModule 3: Joins and RelationshipsUnderstanding the relationships between NFL tablesUsing JOIN operations to combine data from multiple tablesHandling missing or incomplete dataModule 4: Aggregating NFL DataUsing aggregate functions (SUM, AVG, MAX, MIN) for statisticsGrouping data with GROUP BYFiltering aggregated data with HAVINGModule 5: Advanced SQL TechniquesSubqueries for nested queries and advanced filteringWindow functions for ranking and partitioning dataCommon table expressions (CTEs) for complex queriesModule 6: NFL Data Analysis ProjectsWorking on real-world NFL data analysis projectsFormulating and executing SQL queries to answer specific questionsData visualization with SQL or exporting data for external visualization toolsModule 7: Database Maintenance and OptimizationIndexing for improved query performanceSQL best practices for maintaining the NFL databaseBacking up and restoring the databaseModule 8: Presentation and ReportingCreating data visualizations using SQL or external toolsCommunicating findings effectivelyCreating a final NFL data analysis projectThe "SQL for NFL Data Analysis" course is designed to provide you with the practical skills and knowledge needed to explore and analyze NFL data using SQL. By the end of the course, you'll be equipped to extract valuable insights from the rich world of NFL statistics and contribute to the field of sports analytics.
Who this course is for:
Beginner SQL students
Daily Fantasy players
Fantasy Football players
Data Analysts
Anyone interested in basic data analysis
Homepage
https://www.udemy.com/course/sql-for-nfl-data/
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