专栏名称: 机器学习研究会
机器学习研究会是北京大学大数据与机器学习创新中心旗下的学生组织,旨在构建一个机器学习从事者交流的平台。除了及时分享领域资讯外,协会还会举办各种业界巨头/学术神牛讲座、学术大牛沙龙分享会、real data 创新竞赛等活动。
目录
相关文章推荐
宝玉xp  ·  2024 年 11 ... ·  20 小时前  
宝玉xp  ·  //@高飞:人是瓶颈//@QuantumDr ... ·  3 天前  
黄建同学  ·  DeepLearning AI ... ·  5 天前  
爱可可-爱生活  ·  【SmolLM2:一款轻量级语言模型,包括 ... ·  6 天前  
爱可可-爱生活  ·  【NeoHtop:基于 ... ·  6 天前  
51好读  ›  专栏  ›  机器学习研究会

【学习】面向数据科学家和分析师的41个统计学问题(及答案)

机器学习研究会  · 公众号  · AI  · 2017-05-04 19:12

正文



点击上方“机器学习研究会”可以订阅哦
摘要
 

转自:ArnetMiner

Introduction

Statistics forms the back bone of data science or any analysis for that matter. Sound knowledge of statistics can help an analyst to make sound business decisions. On one hand, descriptive statistics helps us to understand the data and its properties by use of central tendency and variability. On the other hand, inferential statistics helps us to infer properties of the population from a given sample of data. Knowledge of both descriptive and inferential statistics is essential for an aspiring data scientist or analyst.


To help you improve your knowledge in statistics we conducted this practice test. The test covered both descriptive and inferential statistics in brief. I am providing the answers with explanation in case you got stuck on particular questions.


In case you missed the test, try solving the questions before reading the solutions.

 

Overall Scores

Below are the distribution scores, they will help you evaluate your performance.


You can access the final scores here. More than  450 people took this test and the highest score obtained was 37. Here are a few statistics about the distribution.

  • Mean Score: 20.40

  • Median Score: 23

  • Mode Score: 25

 

Questions & Solution


链接:

https://www.analyticsvidhya.com/blog/2017/05/41-questions-on-statisitics-data-scientists-analysts/


原文链接:

http://weibo.com/1870858943/F1zsGpjB8?ref=home&rid=1_0_202_2669705680684087246&type=comment#_rnd1493894540240

“完整内容”请点击【阅读原文】
↓↓↓