A noteworthy project titled "Performance Measurement and Forecasting" was commissioned by the esteemed client, The Leela Palace, Bengaluru. Below is a detailed breakdown of the project's phases, its duration, and budget.

• Title: Performance Measurement and Forecasting
• Client: The Leela Palace, Bengaluru
• Duration: 10 Working Days
• Budget: Rs.70,400/-

In this project's initial phase of preprocessing, efforts are concentrated on establishing content validity. This is followed by meticulous data cleaning and a thorough check for internal consistency, specifically utilizing Chronbach’s alpha. The subsequent stage involves exploratory data analysis (EDA). During this phase, there is a focused attempt to perform EDA, ensuring the identification and careful selection of the most suitable features. The process then advances to model building and validation. This encompasses the identification of the most fitting machine learning algorithms, leading to the development of appropriate models and their corresponding validation. In the final stage, the emphasis is on interpreting and reporting the outcomes. This involves a comprehensive interpretation of the results and the preparation of the concluding report.