Projects

Udemy Courses Analysis

This interactive dashboard provides analytics of Udemy Courses from 2011-2017. Here are the process conducted:

Data Preparation: Excel and Power BI
Data Visualization: Power BI

This project is available at Power BI Public.

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Attrition Analysis

This interactive dashboard offers insights into the attrition of a company x. The process involved the following steps:

Data Preparation: Excel and Power BI
Data Visualization: Power BI

This project is available at Power BI Public.

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Spotify: How Has Music Evolved Over Time?

This interactive dashboard provides insights into the Spotify from 1983 to 2019. Here are the process conducted:

Data Preparation: Excel
Data Visualization: Tableau

This project is available at Tableau Public.

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Rossman Store Analysis

This interactive dashboard showcases information about the population of Malaysia from 2022 to 2023.

Data Preparation: Microsoft Excel
Data Visualization: Power BI

This project is available at Power BI Public.

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Groundwater Hardness Prediction

Built a machine learning model to predict groundwater hardness using chemical attributes such as alkalinity, calcium, and magnesium. Achieved an R² score of 0.92648 on the private leaderboard, demonstrating strong model performance. This project was part of a study case for the Data Science Academy selection at COMPFEST 16.

Covid-19 Analytics

This interactive dashboard provides insights and forecast into the Covid-19 Cases. Here are the process conducted:

Data Preparation: SQL, Python, Excel
Data Visualization: Tableau

This project is available at GitHub and Tableau Public.

Data Scientist Salary Analytics

This interactive dashboard provides analytics of data scientist salary worldwide. Here are the process conducted:

Data Preparation: Excel
Data Visualization: Looker Studio

This project is available at Looker Public.

Mental Health Analytics

This interactive dashboard offers insights into mental health cases in the worldwide workplace. The process involved the following steps:

Data Preparation: Python
Data Visualization: Power BI

This project is available at GitHub and Power BI Public.

Malaysia Population Dashboard

This interactive dashboard showcases information about the population of Malaysia from 2022 to 2023.

Data Preparation: Microsoft Excel
Data Visualization: Microsoft Excel

Check github.io down below to interact with it.

Students' Stress Level Analytics

This interactive dashboard showcases information about the Stress level of students.

Data Preparation: R Programming, Microsoft Excel
Data Visualization: R Programming, Figma

Check my github down below to see the code.