Indeed数据相关面经_Indeed数据相关面试真题及高频题

1.Identifying Repeat Viewers of TV Episodes among Subscribers

2.Enhancing Google's Performance: Strategies for Improvement

3.Maximizing Business Potential

4.Unlocking the Benefits of Assigning Leads to Sales Team

5.A Study of Camera Versions on Amazon: Modeling Feature Importance and Addressing Imbalanced Data

6.General Questions

7.Coin Tossing

8.Data manipulation with joins, sorting, and loops

9.Counting Duplicate IDs.

10.High-Population Cities with Greater Customer Demand

11.Data Collection and Model Design for Machine Learning Promotion

12.Measuring Value and Improving User Experience on a Three-Page Website with Whiteboard Problem Solving.

13.Merge and Remove Duplicates from Arrays

14.Array

15.Calculate mean of probability distribution

16.Detection methods

17.Regression

18.Probability

19.LeetCode 14

20.LeetCode 1143

21.Consecutive Days with Revenue for Employers

22.Calculate Total Revenue per Sales

23.Linear Regression Error Term Assumptions

24.Linear Regression Intercept and Residuals

25.Linear Regression Parameters Relationship

26.Linear Regression Model Comparison

27.Fair Coin Probability

28.Fair Coin Assessment

29.Probability and Logic Flaw

30.Rearrange String to Match Words in List

31.Calculate Distances to Nearest Lowercase Letters

32.Design a Query Recommender

33.Job Recommendation Classification Problem

34.Linear Regression Equivalency and Parameters

35.Fairness of a Coin

36.Identifying Unusual Data Points

37.Probability of Selecting a Brown Puppy

38.Tile Movement on a One-Dimensional Board

39.Validate 2D Grid with Sequences

40.Find the Earliest and Latest Logs for Each User

1. Identifying Repeat Viewers of TV Episodes among Subscribers

Find subscribers who have watched the same episode of any show more than once.

2. Enhancing Google's Performance: Strategies for Improvement

how to improve google

3. Maximizing Business Potential

business zoom interview

1) 如何improve indeed product

2）indeed和Linkedin如何竞争

3）如何选success metrics

4. Unlocking the Benefits of Assigning Leads to Sales Team

What is the incremental value from assigning a lead to the sales team?bonus question: Investigate the data however you like and discuss any interesting insights

5. A Study of Camera Versions on Amazon: Modeling Feature Importance and Addressing Imbalanced Data

有个cases tudy，amazon上两个Ul version的camera，哪个更好，如何用模型解决？有什么feature？oversampling and undersampling怎么办？feature importance是怎么计算的？给了两个图train和testaccuracv分别的走势，问是什么原因造成？