PROJECTS
Welcome to my projects page! Here you will find few of many projects that I have worked on, including machine learning. I am always looking for new projects to work on, so please feel free to contact me if you have any ideas.
The project has dataset with details of credit card holders of an "important bank in Taiwan" for the period April to September, 2005. The features available include some basic customer demographics (gender, education, marital status and age), available credit line, their history of payment/default for the six months mentioned (Apr--Sep '05), their bill amounts and their payment amounts for that period and a binary target variable indicating default the following month.
This project understands how the student's performance (test scores) is affected by other variables such as Gender, Ethnicity, Parental level of education, Lunch and Test preparation course.
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Dataset Source - https://www.kaggle.com/datasets/spscientist/students-performance-in-exams?datasetId=74977
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The data consists of 8 column and 1000 rows.
Customer Personality Analysis is a detailed analysis of a company’s ideal customers. It helps a business to better understand its customers and makes it easier for them to modify products according to the specific needs, behaviors and concerns of different types of customers.
Customer personality analysis helps a business to modify its product based on its target customers from different types of customer segments. For example, instead of spending money to market a new product to every customer in the company’s database, a company can analyze which customer segment is most likely to buy the product and then market the product only on that particular segment.
