👋 Welcome to my portfolio

Selected projects in data analytics and machine learning.

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Current Project: World Development Indicators

The objective of this data analytics project is to analyze and visualize the concept of economic growth, its definition, measurement, and the challenges associated with it. The project will focus on identifying patterns and trends in economic growth by analyzing GDP growth and GDP per capita growth over time, highlighting the most significant countries driving growth in the targeted regions. By leveraging data analytics tools, this project will provide valuable insights to inform policy-making and business decisions for promoting economic development and job creation in these regions.

• Urbanization and economic prosperity are strongly correlated as the following visualization shows. In most countries with a GDP per capita higher than 20,000 international-$ more than 60% of the population lives in cities.

💡 Click on the link to watch video

💡 View World Development Indicators report on GitHub

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Project: Recreation of Great Britain Road Casualty Report on Power BI

Reported road casualty statistics in Great Britain: interactive dashboard From 2018

💡 Click on the link to watch video

💡 View Casualty Report on Github

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Project: Customer Segmentation

Segment Shopping Customers involves the follwing steps

• Problem Statement: In order to plan an effective marketing strategy, the marketing team must have a clear understanding of the target customers.
• Content: You are to identify the primary shopping groups based on income, age, and mall preferences.
• Specify the number of ideal groups and a label for each group.

The Approach

• Perform EDA(Data Exploration Analysis)
• Use KMEANS Clustering Algorithm to create our segments
• Use Summary Statistics on the clusters
• Create visualization

💡 View Project on Github

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