DATA MINING

TASK:

• Conduct data mining techniques and exploratory data analysis on different datasets to gain insights and uncover patterns.

ACTION:

• Conducted data mining techniques to analyze the relationship between salary and work experiences, using statistical methods and machine learning algorithms.
• Performed exploratory data analysis on an automobile dataset, utilizing visualization techniques to understand factors influencing automobile prices, performance, and customer preferences.
• Conducted exploratory data analysis on the Indians Diabetes Database, employing data mining techniques to uncover patterns, correlations, and risk factors associated with diabetes.

RESULT:

• Successfully gained insights into salary expectations based on work experiences, identified factors influencing automobile prices and preferences, and uncovered patterns and risk factors associated with diabetes.