Duke University Interview Questions

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Machine Learning
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Duke University Interview Questions

Practice for the Duke University interview with these recently asked interview questions.

QuestionTopicDifficulty
Data Modeling
Medium

Let’s say there are two tables, students and tests.

The tests table doesn’t have a student id. However, it has the first and last name and date of birth, which can be inaccurate because these details are entered manually.

What process would you use to determine which student in the student rosters took which exam?

Notes: You can assume that you can utilize a human to support reviewing your matches and that you need to evaluate thousands of rows of data.

Example:

Input:

students table

Columns Type
id INTEGER
firstname VARCHAR
lastname VARCHAR
date_of_birth DATETIME

Output:

tests table

Columns Type
firstname VARCHAR
lastname VARCHAR
date_of_birth DATETIME
test_score INTEGER
test_date DATETIME
Machine Learning
Medium
Behavioral
Medium
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Duke University Salaries by Position

Data Analyst*
$82K
Data Analyst
Median: $82K
Mean (Average): $82K
Data points: 1
$48K
$95K
AI Research Scientist
Median: $65K
Mean (Average): $67K
Data points: 103
$61K
$71K
Data Scientist
Median: $65K
Mean (Average): $65K
Data points: 6

Most data science positions fall under different position titles depending on the actual role.

From the graph we can see that on average the Data Analyst role pays the most with a $82,334 base salary while the Data Scientist role on average pays the least with a $65,220 base salary.

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