Karnavati University Interview Questions and Answers

I will teach analytics through a combination of theoretical concepts, practical applications, case studies, and hands-on projects.

• Introduce foundational concepts of analytics such as data collection, data cleaning, data analysis, and data visualization

• Provide real-world examples and case studies to demonstrate the application of analytics in various industries

• Engage students in hands-on projects to apply analytics tool...read more

Using analytics to analyze customer behavior on an e-commerce website

• Collect data on website traffic, user interactions, and purchases

• Use tools like Google Analytics to track user behavior and demographics

• Analyze data to identify patterns, trends, and areas for improvement

• Create visualizations like heatmaps or funnel analysis to understand user flow

• Implement A/B testing to optimize website design and user experience

Confusion matrix is a table used to evaluate the performance of a machine learning model.

• It is a matrix with actual and predicted values as rows and columns respectively.

• It helps in calculating various metrics like accuracy, precision, recall, F1 score, etc.

• It is useful in identifying the strengths and weaknesses of a model.

• Example: TP, TN, FP, FN values can be used to calculate metrics like accuracy, precision, recall