Как вытащить из данных максимум. Навыки аналитики для неспециалистов [заметки]

1

Redd, N. (2017) How Old is the Universe, Space.com, 8 June. https://www.space.com/24054-how-old-is-the-universe.html.

2

Там же.

3

Zimmerman, K. & Emspak, J. (2017) Internet History Timeline: ARPANET to the World Wide Web, Live Science, 27 June. https://www.livescience.com/20727-internet-history.html.

4

Словарь Merriam-Webster, определение Google. https://www.merriam-webster.com/dictionary/google.

5

Aune, S. (2010). Five Dot-Coms That Didn't Survive the Bubble, TechnoBuffalo, 25 January. https://www.technobuffalo.com/five-dot-coms-that-didnt-survive-the-bubble.

6

Foote, K. (2016). A Brief History of the Internet of Things, Dataversity.net, 16 August. https://www.dataversity.net/brief-history-internet-things.

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Choudhury, A. R. and Mortleman, J. (2018). How IoT is Turning Rolls-Royce into a Data Fuelled Business, CIO, January. https://www.i-cio.com/innovation/internet-of-things/item/how-iot-is-turning-rolls-royce-into-a-data-fuelled-business.

8

RTInsights Team (2016). How Rolls-Royce Maintains Jet Engines With the IoT, RT insights.com, 11 October. https://www.rtinsights.com/rolls-royce-jet-engine-maintenance-iot.

9

Medical Device Network (2018). Bringing the Internet of Things to Healthcare, MedicalDevice-Network.com, 3 September. https://www.medicaldevice-network.com/comment/bringing-internet-things-healthcare.

10

McLaughlin, M. (2018). How Data Analytics in Sports is Revolutionizing the Game, Biztechmagazine, 13 December. https://biztechmagazine.com/article/2018/12/how-data-analytics-revolutionizing-sports.

11

Desjardins, J. (2019). How Much Data is Generated Each Day? World Economic Forum, 17 April. https://www.weforum.org/agenda/2019/04/how-much-data-is-generated-each-day-cf4bddf29f.

12

Qlik (2018). How to Drive Data Literacy in the Enterprise. https://www.qlik.com/us/bi/data-literacy-report.

13

Desjardins, J. (2019). How Much Data is Generated Each Day? World Economic Forum, 17 April. https://www.weforum.org/agenda/2019/04/how-much-data-is-generated-each-day-cf4bddf29f.

14

Morris, T. (2020). How Much Data by 2025? [Blog], Microstrategy, 6 January. https://www.microstrategy.cn/us/resources/blog/bi-trends/how-much-data-by-2025.

15

CIS Poly. History of Microsoft Excel. http://cis.poly.edu/~mleung/CS394/f06/week01/Excel_history.html.

16

Olavsrud, T. (2016). Big Data and Analytics Spending to hit $187 Billion, CIO, 24 May. https://www.cio.com/article/3074238/big-data-and-analytics-spending-to-hit-187-billion.html.

17

Lexico.com, определение Analytics. https://www.lexico.com/en/definition/analytics.

18

Knight, M. (2019). The Importance of Data Literacy, Dataversity.net, 12 March. https://www.dataversity.net/the-importance-of-data-literacy.

19

Lexico.com, определение Read. https://www.lexico.com/en/definition/read.

20

Lexico.com, определение Work. https://www.lexico.com/en/definition/work.

21

Goodreads.com, цитаты Марка Твена. https://www.goodreads.com/quotes/459791-work-and-play-are-words-used-to-describe-the-same.

22

Lexico.com, определение Analysis. https://www.lexico.com/en/definition/analysis.

23

Там же.

24

Lexico.com, определение Communicate. https://www.lexico.com/en/definition/communicate.

25

Davenport, T. and Patil, D. J. (2012). Data Scientist: The Sexiest Job of the 21st Century, Harvard Business Review, October. https://hbr.org/2012/10/data-scientist-the-sexiest-job-of-the-21st-century.

26

Violino, B. (2019). 6 Ways to Deal with the Great Data Scientist Shortage, CIO, 22 May. https://www.cio.com/article/3397137/6-ways-to-deal-with-the-great-data-scientist-shortage.html.

27

Knight, M. (2017). What is Data Governance? Dataversity.net, 18 December. https://www.dataversity.net/what-is-data-governance.

28

Kopanakis, J. 5 Real-World Examples of How Brands are Using Big Data Analytics [Blog], Mentionlytics. https://www.mentionlytics.com/blog/5-real-world-examples-of-how-brands-are-using-big-data-analytics.

29

Suzor, T. (2019). The Future of the Fan Experience at the US Open [Blog], IBM, 27 August. https://www.ibm.com/blogs/watson/2019/08/the-future-of-the-fan-experience-at-the-us-open.

30

Marr, B. Coca-Cola: Driving Success with AI and Big Data, Bernard Marr & Co. https://www.bernardmarr.com/default.asp?contentID=1280.

31

Kahn, Y. (2019). These Are the Top 10 Brands in the World in 2019. Facebook Isn't One of Them, Business Insider, 18 October. https://markets.businessinsider.com/news/stocks/interbrand-top-10-brands-in-the-world-2019-10-1028610273.

32

U.S. Department of Agriculture, определение Data Dictionary. https://data.nal.usda.gov/data-dictionary-purpose.

33

Rogers, S. (2013). John Snow's Data Journalism: The Cholera Map that Changed the World, The Guardian, 15 March. https://www.theguardian.com/news/datablog/2013/mar/15/john-snow-cholera-map.

34

Сильвер Н. Сигнал и шум: Почему одни прогнозы сбываются, а другие – нет. – М.: КоЛибри, 2021.

35

Hosten, M. (2017). Artificial Intelligence and Predictive Analytics in Sports: A Blessing for Some, a Nightmare for Others, We Are 4C, 4 September. https://weare4c.com/blog/2017-09-04-artificial-intelligence-and-predictive-analytics-in-sports-a-blessing-for-some-a-nightmare-for-others.

36

Talend. What is Prescriptive Analytics? https://www.talend.com/resources/what-is-prescriptive-analytics.

37

Greenstone, G. (2010). The History of Bloodletting, BC Medical Journal, January and February. https://bcmj.org/premise/history-bloodletting.

38

Qlik. Data-Informed Decision-making Framework. https://learning.qlik.com/course/view.php?id=1021.

39

Словарь Merriam-Webster, определение Iteration. https://www.merriam-webster.com/dictionary/iteration.

40

Henke, N., Levin, J., McInerney, P. (2018). Analytics Translator: The New Must-Have Role, McKinsey, 1 February. https://www.mckinsey.com/business-functions/mckinsey-analytics/our-insights/analytics-translator.

41

Словарь Vocabulary.com, определение Curiosity. https://www.vocabulary.com/dictionary/curiosity.

42

Quote Investigator. https://quoteinvestigator.com/2013/04/06/fish-climb.

43

Словарь Dictionary.com, определение Creativity. https://www.dictionary.com/browse/creativity.

44

Там же.

45

Словарь Dictionary.com, определение Critical Thinking. https://www.dictionary.com/browse/critical-thinking.

46

Саган К. Э. Мир, полный демонов: Наука – как свеча во тьме. – М.: Альпина нон-фикшн, 2019.

47

Саган К. Э. Мир, полный демонов: Наука – как свеча во тьме. – М.: Альпина нон-фикшн, 2019.

48

Словарь Dictionary.com, определение Critical Thinking. https://www.dictionary.com/browse/critical-thinking.

49

Qlik. Data-Informed Decision-Making Framework. https://learning.qlik.com/course/view.php?id=1021.

50

Jenkins, B. (2019). 25 Bizarre News Headlines You Won't Believe Are Actually Real. Liveabout.com, 11 March. https://www.liveabout.com/bizarre-news-headlines-4147212.

51

Renz, T. (2018). 25 Crazy news Headlines Around The World That Actually Happened in 2018, Thetravel.com, 25 December. https://www.thetravel.com/crazy-news-headlines-around-the-world-that-actually-happened-in-2018.

52

Словарь Merriam-Webster, определение Integrate. https://www.merriam-webster.com/dictionary/integrate.

53

Terrance, S. (undated). What is Statistical Bias and Why is it so Important in Data Science? Towards Data Science, 18 February. https://towardsdatascience.com/what-is-statistical-bias-and-why-is-it-so-important-in-data-science-80e02bf7a88d.

54

Stanghini, J. (2015). The Most Common Biases in Business Decisions. Business2Community, 19 June. https://www.business2community.com/strategy/the-most-common-biases-in-business-decisions-01255194.

55

Memory (2020). 8 Types of Bias in Decision-making [Blog], 3 January. https://memory.ai/timely-blog/8-types-of-bias-in-decision-making.

56

Ruth, A. (2015). Thomas Edison – 10,000 Ways That Won't Work [Blog], Due, 22 July. https://due.com/blog/thomas-edison-10000-ways-that-wont-work.

57

Frankenfield, J. (2019). Business Intelligence – BI, Investopedia, 23 June. https://www.investopedia.com/terms/b/business-intelligence-bi.asp.

58

Adams, R. L. (2017). 10 Powerful Examples of Artificial Intelligence In Use Today, Forbes, 10 January. https://www.forbes.com/sites/robertadams/2017/01/10/10-powerful-examples-of-artificial-intelligence-in-use-today.

59

Словарь Merriam-Webster, определение Algorithm. https://www.merriam-webster.com/dictionary/algorithm.

60

Hao, K. (2018). What is Machine Learning? Technology Review, 17 November. https://www.technologyreview.com/2018/11/17/103781/what-is-machine-learning-we-drew-you-another-flowchart.

61

Frankenfield, J. (2020). Machine Learning, Investopedia, 31 August. https://www.investopedia.com/terms/m/machine-learning.asp.

62

Oracle. What is Big Data? https://www.oracle.com/big-data/what-is-big-data.html.

63

Logianalytics. What is Embedded Analytics? https://www.logianalytics.com/definitiveguidetoembedded/what-is-embedded-analytics.

64

Software Advisory Services. Why Move to the Cloud? 12 Benefits of Cloud Computing in 2019, Software Advisory Services. https://www.softwareadvisoryservice.com/en/blog/why-move-to-the-cloud-12-benefits-of-cloud-computing-in-2019.

65

Ismail, K. (2018). What is Edge Analytics? CMS Wire, 14 August. https://www.cmswire.com/analytics/what-is-edge-analytics.

66

Morrow, J. (2020). The Future of Data and Analytics, Qlik, 10 July. https://blog.qlik.com/the-future-of-data-and-analytics.

67

Clear, J. Deliberate Practice: What It Is and How to Use It. James Clear. https://jamesclear.com/deliberate-practice-theory.

68

Morrow, J. (2020) Reactive vs Proactive Analytics – Shape the Future, Qlik, 16 April. https://blog.qlik.com/reactive-vs-proactive-analytics-shape-the-future.

69

Forbes Quotes. https://www.forbes.com/quotes/5870.