Learning Objectives
Overview
Cricket is more than just a game in India — it’s a passion that brings millions together. The IPL has made this passion bigger, turning every match into an intense competition where every decision matters.
Teams invest heavily in players, strategy, and technology to gain an edge over their rivals. Behind every success is a smart use of data and insights.
This project lets you work with real IPL data from the famous Royal Challengers Bangalore team. Your goal is to find meaningful patterns and insights that can help the team improve performance and win more matches.
Using advanced cloud data tools, including Snowflake, you will build a scalable data platform that collects, organizes, and analyzes match and player information. This platform will transform raw data into clear, actionable insights.
You will explore key performance metrics such as:
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Matches won
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Toss wins
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Win rate percentage
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Scoring rates and net run rate
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Player contributions like boundaries, sixes, and wickets
All supported by an efficient, automated pipeline that keeps data fresh and ready for continuous analysis.
This project is perfect for anyone looking to build strong skills in cloud data warehousing, data engineering, analysis, and visualization — all while working on a domain loved by millions of passionate cricket fans.
Prerequisites
- Knowledge of Snowflake Data Architecture
- Understanding of star schema, fact and dimension tables
- Familiarity with data ingestion and transformation in Snowflake
- Understanding of Role-based access control and privileges management in Snowflake
- Basic familiarity with accessing data from ADLS