[面试] 22Fall 哥大MS DS面经&流程注意事项等血泪介绍

12 月 14 日完成哥大ds 面试video的录制，给大家汇报一下我的题目以及我的经验，希望能给需要的人有所帮助。

我面试的题目：
1. The most difficult course you had
2. How do you evaluate success
3. who inspires you

然后我朋友当天也参加了面试，但是我们的题目是不太一样的！！！（这一点跟之前地里大家说的不太一样，希望提醒以后的小伙伴注意）
她的题目是：
1. 之前做过的一次尝试
2.How do you evaluate success
3.如果你不选择现在的专业，你会做什么


然后面试之前我也有汇总整理今年的题目，合并同类项我把相似的题目都放在一个序号里面。
每一个问题我都写了相关的答案，如果有小伙伴不知道该怎么写或者关于面试有任何问题，可以私聊我。个人感觉我的答案还是很不错滴！

1..[DS/Columbia]Why Columbia why data science? What do you hope to gain through this program?//What made you interested in pursuing an advanced degree in data science?//

2. [course/project]What course do you feel most prepared you for our program? Why?//Tell me the most challenging project that you had. Why was it challenging? How was the result?.//Programming proficiency is very important in Data Science; can you tell us about ur programming exp?//Tell me a programming project you have recently and what programming language you used? What have you learned from it?//你在本科阶段学的最难的一门课是什么，你遇到了哪些困难，如何克服

3.[strength]Given the diversity of our applicant pool in what ways do you stand out as a candidate for our academic program?

4.[DS impact]The Data Science institute mission focuses on “Data for good”. What is your understanding of "Data for good”?//What does Data Privacy mean to you?//Describe one area where you think Data Science has created a big impact.

5. [DS general]What do you know about the foundations of Data Science?//what do you think data scientists do?

6.[GIGO]In Data Science there is a phrase ‘garbage in garbage out’. What do you think about it?

7.[ML]What do you know about machine learning?

8. [data quality]How do you access the quality of data set?

9.[Math]Math is important. describe your mathematics preparation

10.[stat and prob]What do you know about Statistics and Probability?

11.[change expe]如果可以，你希望改变你目前为止哪些学术经历 （academic experience）

12. [DS future]你觉得数据科学未来10年有哪些发展趋势

13.[leadership] What qualities do you think are important in a leader?

14. [initiative]Describe a case where you proposed a new idea to solve the problem//What qualities do you think you find important in a leader?//Tell us about a situation in which you showed initiative.

15.[recommendation]Describe a successful recommendation you have made and what is the result？

16.[team member]What can you learn from your team member?

. 17. [disagree with Prof]Can you tell me about a time that you disagreed with a professor? How did you handle the situation?

18.[approach]What's your approach to important projects.

19. [integrity]What does integrity mean to you?

20. A recent movie or book

21.What do you believe are the qualities that make a successful student?

22.role model

23. Favorite food

24. what's your ideal learning environment

25.[technological innovation] what do you think will be the next technological innovation to change society?

26.how do you feel about NYC?

27.What are some good attributes of a good professor?

28. How do you manage important projects?

29. Can you tell me about a time that you disagreed with a professor? How did you handle the situation?

然后面试的时候要注意的是：
1. 稍微注意下仪表，选择背景干净的墙面等
2.你碰到的题目大概率面经都有，然后你可以自然放松一些，不要给人背课文的感觉
3. 看到 3 个题目后有 90 秒的准备时间，好好利用你可以的！
4.还需要说的一点，也是楼主的血泪经验，大家都知道 3 道题一共180 秒的时间，但是我之前不知道他是倒计时的！也就是建议大家面试前练习可以定一个180秒的倒计时闹钟，熟悉考场感觉。不要像我一倒计时就不知道已经过去多少秒了。




最后预祝大家新年快乐，offer 多多！


码字不易，求加米❤️❤️❤️❤️

太感谢啦！！！

大佬求私面经答案！！谢谢！

大佬求私面经，超级无敌感谢！