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Submitted by sylvia.wong@up… on Tue, 12/21/2021 - 19:54
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  1. Gartner. 2022. Definition of Big Data - Gartner Information Technology Glossary. [online] Available at: <https://www.gartner.com/en/information-technology/glossary/big-data> [Accessed 6 May 2022].
  2. Skillsoft, 2022. PL-300: USING POWER BI FOR DATA ANALYSIS. [video] Available at: <https://www.skillsoft.com/course/pl-300-using-power-bi-for-data-analysis-a16e8313-fede-4b42-94f8-51e91b2c063d> [Accessed 20 July 2022].
  3. Rappa, D., 2012. Big Data Commission Releases Report – Master of Science in Analytics | Institute for Advanced Analytics. [online] Analytics.ncsu.edu. Available at: <http://analytics.ncsu.edu/?p=4770> [Accessed 9 May 2022].
  4. Mills, T., 2022. Council Post: Five Benefits Of Big Data Analytics And How Companies Can Get Started. [online] Forbes. Available at: <https://www.forbes.com/sites/forbestechcouncil/2019/11/06/five-benefits-of-big-data-analytics-and-how-companies-can-get-started/?sh=532b34f717e4> [Accessed 28 June 2022].
  5. Splunk. 2022. What is a Data Platform? A Beginner’s Guide | Splunk. [online] Available at: <https://www.splunk.com/en_us/data-insider/what-is-a-data-platform.html> [Accessed 18 July 2022].
  6. Martin, D., 2021. Big data analytics: Role of automation. [online] Esomar.org. Available at: <https://esomar.org/newsroom/big-data-analytics-role-of-automation> [Accessed 25 July 2022].
  7. Lexology. 2013. Big Data: legal implications of the revolution of data analytics. [online] Available at: <https://www.lexology.com/library/detail.aspx?g=19bc8cc9-a8dc-46f8-a26f-ab0355fb3f10> [Accessed 9 May 2022].
  8. oaic.gov.au. 2018. Guide to data analytics and the Australian Privacy Principles. [online] Available at: <https://www.oaic.gov.au/privacy/guidance-and-advice/guide-to-data-analytics-and-the-australian-privacy-principles> [Accessed 10 May 2022].
  9. oaic.gov.au. 2018. Australian entities and the EU General Data Protection Regulation (GDPR). [online] Available at: <https://www.oaic.gov.au/privacy/guidance-and-advice/australian-entities-and-the-eu-general-data-protection-regulation> [Accessed 10 May 2022].
  10. Toolkit.data.gov.au. 2013. The Australian Public Service Big Data Strategy. [online] Available at: <https://toolkit.data.gov.au/images/1/16/Big_Data_Strategy.pdf> [Accessed 10 May 2022].
  11. oaic.gov.au 2022. Other legislation. [online] Available at: <https://www.oaic.gov.au/privacy/other-legislation> [Accessed 28 September 2022].
  12. Forta, B., 2013. Sams teach yourself SQL in 10 minutes. 4th ed. Pearson Education, Inc, pp. 6-10.
  13. Parahar, M., 2020. Difference between Structured, Semi-structured and Unstructured data. [online] Available at: <https://www.tutorialspoint.com/difference-between-structured-semi-structured-and-unstructured-data> [Accessed 29 March 2022].
  14. Narang, M., 2022. What is Big Data- Types and Classification?. [online] Knowledgehut.com. Available at: <https://www.knowledgehut.com/blog/big-data/types-of-big-data> [Accessed 29 March 2022].
  15. TIBCO Software. 2022. What is Transactional Data?. [online] Available at: <https://www.tibco.com/reference-center/what-is-transactional-data> [Accessed 28 March 2022].
  16. Prasad, D. and Divilioglu, L., 2022. Difference between transactional and non-transactional. [online] Stack Overflow. Available at: <https://stackoverflow.com/questions/18884728/difference-between-transactional-and-non-transactional> [Accessed 28 March 2022].
  17. Hiter, S., 2021. What is Raw Data? | Datamation | Unprocessed Data Uses. [online] Datamation. Available at: <https://www.datamation.com/big-data/raw-data/> [Accessed 23 June 2022].
  18. Wright, G., 2021. What is raw data and how does it work?. [online] SearchDataManagement. Available at: <https://www.techtarget.com/searchdatamanagement/definition/raw-data> [Accessed 23 June 2022].
  19. Hariri, R., Fredericks, E. and Bowers, K., 2019. Uncertainty in big data analytics: survey, opportunities, and challenges. Journal of Big Data, [online] 6(1), p.2-6. Available at: <https://www.researchgate.net/publication/333655755_Uncertainty_in_big_data_analytics_survey_opportunities_and_challenges> [Accessed 23 June 2022].
  20. learn.microsoft.com. 2022. Design a data model in Power BI: Introduction. [online] Available at: <https://learn.microsoft.com/en-us/training/modules/design-model-power-bi/1-introduction> [Accessed 28 September 2022].
  21. Kunju, S., Gaikwad, M. and Jena, M., 2022. Data Model Relationships 101: Simplified Guide for Beginners - Learn | Hevo. [online] Learn | Hevo. Available at: <https://hevodata.com/learn/data-model-relationships/> [Accessed 28 September 2022].
  22. Techopedia.com. 2022. What is Denormalization? - Definition from Techopedia. [online] Available at: <https://www.techopedia.com/definition/29168/denormalization> [Accessed 28 September 2022].
  23. Taylor, D., 2022. Star and Snowflake Schema in Data Warehouse with Model Examples. [online] Guru99. Available at: <https://www.guru99.com/star-snowflake-data-warehousing.html> [Accessed 5 August 2022].
  24. Oworkers.com. 2022. What is Data Categorization and why is it important?. [online] Available at: <https://oworkers.com/what-is-data-categorization-and-why-is-it-important/> [Accessed 28 June 2022].
  25. Oworkers.com. 2022. Data analysis vs data categorisation: what’s the difference?. [online] Available at: <https://oworkers.com/data-analysis-vs-data-categorization-whats-the-difference/> [Accessed 28 June 2022].
  26. Bruce, P. and Bruce, A., 2017. Practical Statistics for Data Scientists: 50 Essential Concepts. 1st ed. Sebastopol, CA 95472: O’Reilly Media, Inc., p.2, 10-13.
  27. Korstanje, J., 2021. Machine Learning on Sound and Audio data. [online] Towards Data Science. Available at: <https://towardsdatascience.com/machine-learning-on-sound-and-audio-data-3ae03bcf5095> [Accessed 28 June 2022].
  28. Couto, J., 2022. A Guide to Video Analytics: Applications and Opportunities. [online] Tryolabs. Available at: <https://tryolabs.com/guides/video-analytics-guide> [Accessed 28 June 2022].
  29. Hasan, M., 2022. State of IoT 2022: Number of connected IoT devices growing 18% to 14.4 billion globally. [online] IoT Analytics. Available at: <https://iot-analytics.com/number-connected-iot-devices/#:~:text=In%202021%2C%20IoT%20Analytics%20expects,than%2027%20billion%20IoT%20connections.> [Accessed 24 July 2022].
  30. Twin, A., 2021. Data Mining Definition. [online] Investopedia. Available at: <https://www.investopedia.com/terms/d/datamining.asp> [Accessed 23 June 2022].
  31. IBM Cloud Education, 2021. What is Data Mining?. [online] ibm.com. Available at: <https://www.ibm.com/cloud/learn/data-mining> [Accessed 27 June 2022].
  32. PCMAG. 2022. Definition of ad hoc query. [online] Available at: <https://www.pcmag.com/encyclopedia/term/ad-hoc-query> [Accessed 27 June 2022].
  33. Datacadamia - Data and Co. 2022. Data Analysis - ad-hoc queries (exploratory). [online] Available at: <https://datacadamia.com/data/analysis/ad_hoc> [Accessed 28 June 2022].
  34. Scuba. 2022. What is an Ad Hoc Query?. [online] Available at: <https://www.scuba.io/tech-library/what-is-an-ad-hoc-query> [Accessed 27 June 2022].
  35. Terrell Hanna, K. and Biscobing, J., 2021. What is ad hoc analysis?. [online] SearchBusinessAnalytics. Available at: <https://www.techtarget.com/searchbusinessanalytics/definition/ad-hoc-analysis> [Accessed 25 July 2022].
  36. Frankenfield, J., 2022. How Business Intelligence – BI Works. [online] Investopedia. Available at: <https://www.investopedia.com/terms/b/business-intelligence-bi.asp#toc-what-is-business-intelligence-bi> [Accessed 27 June 2022].
  37. Techopedia.com. 2018. What is Operational Business Intelligence (OBI)? - Definition from Techopedia. [online] Available at: <https://www.techopedia.com/definition/13832/operational-business-intelligence-obi> [Accessed 27 June 2022].
  38. Techopedia.com. 2022. What is Real-Time Business Intelligence (RTBI or Real-Time BI) ? - Definition from Techopedia. [online] Available at: <https://www.techopedia.com/definition/13841/real-time-business-intelligence-rtbi-or-real-time-bi> [Accessed 27 June 2022].
  39. UИSCЯAMBL. 2021. Real-Time Business Intelligence (What It Is & Why It Matters). [online] Available at: <https://unscrambl.com/blog/real-time-business-intelligence/> [Accessed 25 July 2022].
  40. Kleinings, H., 2022. What is Text Analysis? The Only Guide You Need. [online] Levity.ai. Available at: <https://levity.ai/blog/what-is-text-analysis> [Accessed 25 July 2022].
  41. Levine, D., Szabat, K. and Stephan, D., 2020. Business Statistics: A First Course, Global Edition. 8th ed. London: Pearson Education, pp.4, 32-34, 36, 38, 57, 101, 169, 191.
  42. Hayes, A., 2022. Descriptive Statistics Definition. [online] Investopedia. Available at: <https://www.investopedia.com/terms/d/descriptive_statistics.asp> [Accessed 30 June 2022].
  43. Evans, J., 2021. Business analytics. 3rd ed. London: Pearson Education Limited, pp. 54-55, 146-148, 161-163, 165-167.
  44. Rad, R., 2021. Basics of DAX Expression in Power BI. [online] RADACAD. Available at: <https://radacad.com/basics-of-dax-expression-in-power-bi> [Accessed 11 May 2022].
  45. Docs.microsoft.com. 2022. DAX operators - DAX. [online] Available at: <https://docs.microsoft.com/en-us/dax/dax-operator-reference> [Accessed 12 May 2022].
  46. Docs.microsoft.com. 2022. Learn DAX basics in Power BI Desktop - Power BI. [online] Available at: <https://docs.microsoft.com/en-us/power-bi/transform-model/desktop-quickstart-learn-dax-basics> [Accessed 11 May 2022].
  47. EMC Education Services, 2015. Data Science and Big Data Analytics: Discovering, Analyzing, Visualizing and Presenting Data. Indianapolis, IN: John Wiley & Sons, pp.30-35, 234.
  48. Aunalytics. 2022. Understanding Analytics Part 1: Top Internal Sources of Big Data. [online] Available at: <https://www.aunalytics.com/understanding-analytics-part-1-top-internal-sources-of-big-data/> [Accessed 11 May 2022].
  49. Mestiri, S., 2017. online-retail-case/Online Retail.xlsx at master. [online] GitHub. Available at: <https://github.com/SarahMestiri/online-retail-case/blob/master/Online%20Retail.xlsx> [Accessed 5 October 2022].
  50. learn.microsoft.com. 2022. What is Power BI?. [online] Available at: <https://learn.microsoft.com/en-us/power-bi/fundamentals/power-bi-overview> [Accessed 11 October 2022].
  51. learn.microsoft.com. 2022. What is Power BI Desktop. [online] Available at: <https://learn.microsoft.com/en-us/power-bi/fundamentals/desktop-what-is-desktop> [Accessed 11 October 2022].
  52. Australiantownslist.com. 2022. Complete list of towns in Australia (Excel, SQL & CSV download). [online] Available at: https://www.australiantownslist.com/ [Accessed 27 May 2022].
  53. Learning Container. 2020. Sample sales data excel xls. [online] Available at: https://www.learningcontainer.com/download/sample-sales-data-excel-xls/ [Accessed 12 May 2022].
  54. learn.microsoft.com. 2022. Introduction to dashboards for Power BI designers. [online] Available at: <https://learn.microsoft.com/en-us/power-bi/create-reports/service-dashboards> [Accessed 10 October 2022].
  55. learn.microsoft.com. 2022. Visualization types in Power BI. [online] Available at: <https://learn.microsoft.com/en-us/power-bi/visuals/power-bi-visualization-types-for-reports-and-q-and-a> [Accessed 11 October 2022].
  56. Skillsoft, 2022. Predictive modelling: Predictive Analytics & Exploratory Data Analysis. [video] Available at: <https://www.skillsoft.com/course/predictive-modeling-predictive-analytics-exploratory-data-analysis-4fd1f28a-6c68-4ac4-830d-7999613c9960> [Accessed 18 July 2022].
  57. learn.microsoft.com. 2021. Use quick measures for common calculations. [online] Available at: <https://learn.microsoft.com/en-us/power-bi/transform-model/desktop-quick-measures> [Accessed 14 October 2022].
  58. Bhandari, P., 2022. Correlation Coefficient | Types, Formulas & Examples. [online] Scribbr. Available at: <https://www.scribbr.com/statistics/correlation-coefficient/> [Accessed 14 October 2022].
  59. Statology. 2021. The Complete Guide: When to Remove Outliers in Data. [online] Available at: <https://www.statology.org/remove-outliers/> [Accessed 14 October 2022].
  60. Bhandari, P., 2022. How to find and remove outliers. [online] Scribbr. Available at: <https://www.scribbr.com/statistics/outliers/> [Accessed 14 October 2022].

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