MIT ADT University Associate Professor Interview Questions and Answers

Q1. How will you teach analytics
Ans. 
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
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Q2. Give a demo of using analytics
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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
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Q1. It would be about content of your presentation
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Q2. Related to content of presentation
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Q1. Technical questions based on resume
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Q2. Technical questions based on your interest
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Q1. Salary and position discussion
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Q2. General
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Q1. A breif introduction
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I am a highly qualified and experienced professional seeking the position of Associate Professor.
• I have a PhD in my field of expertise

• I have published numerous research papers in reputable journals

• I have taught at both undergraduate and graduate levels

• I have mentored several students who have gone on to successful careers

• I am committed to promoting academic excellence and fostering a love of learning
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Q2. Why do you want to leave your current organisation
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Q3. What is your expectation regarding designation and salary
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Q4. What are the subjects preference for teaching
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Q1. A panel of experts and senior officials interviewed for 25-30 minutes. The questions were asked from resume for whatever I did in past. It was a rigorous interaction for checking my teaching skills, confid...read more
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Download Microsoft Team.
Be ready with your publications.
You must be able to defend your doctoral thesis.
You must be proficient with your subject.
Read Job enlargement, Steps in HR research, Steps in Recruitment and selection, HR functions etc.
Why do you want to leave your current organization?
Your salary expectation.
Your duties and responsibilities.
Your research findings.

Q1. Basic questions from Data Structure, Machine Learning, Python, Data science and Networking
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Q2. Confusion matrix in ML
Ans. 
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
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Q1. The subject knowledge in the chosen specialization.
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Q1. Discussions about compensation
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