Discussion case 5

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Concordia University *

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200

Subject

Information Systems

Date

Dec 6, 2023

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docx

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2

Uploaded by LieutenantExplorationPelican36

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1. What do you think are the advantages of the Big Data concept? Big Data is a concept with various benefits in regards to different industries. First of all, it makes it possible for businesses to effectively gather and analyze huge amounts of data, as well as rapidly finding patterns, trends, and correlations that might otherwise go missed without the concept of big data. Additionally, it improves operational efficiency through resource allocation and process optimization, and is essential to innovation since it helps create new goods and services. Thus, adopting data-driven tactics will enable businesses to maintain their competitiveness in the rapidly changing “digital environment”. 2. Do a search on the internet and find the following: Five facts about the Big Data (good or bad): - As estimated by the IDC, by 2025, the world's datasphere will have grown to 175 zettabytes. - In 2021, Statista conducted a survey in which 67% of the organizations stated that real-time analytics was a major factor in their decision to implement Big Data technologies. - According to LinkedIn, between 2012 and 2017, demand for Big Data engineers increased by 500% and for data scientists by 650%. - According to a World Economic Forum report, the deployment of smart grids made possible by Big Data technologies could cut carbon emissions by 9% by 2030. - Big Data is often used by huge e-commerce companies like Amazon to examine consumer behavior and preferences. Identify and copy and paste 5 links to internet sources that you assess as credible and that provide interesting information about the Big Data. - https://www.investopedia.com/terms/b/big-data.asp - https://www.coursera.org/articles/big-data-in-healthcare - https://www.mckinsey.com/industries/healthcare/our-insights/the-big-data-revolution-in-us- health-care - https://www.forbes.com/sites/bernardmarr/2015/09/30/big-data-20-mind-boggling-facts- everyone-must-read/?sh=68bfa45b17b1 - https://www.turing.com/resources/big-data-security 3. Enter www.visualmining.com and explore the relationship between visualization and business intelligence. What is a dashboard? Discuss how you think BI is related to the dashboard? Key performance indicators (KPIs) and other pertinent data are shown visually on a dashboard, which provides a concise, comprehensible overview of the most important information. It serves as a user interface that enables users to quickly monitor, evaluate, and understand metrics and data trends. Dashboards and business intelligence (BI) are closely related because BI offers the foundational structure for gathering, analyzing, and turning unprocessed data into insights that can be put to use. By enabling the development of dynamic dashboards, BI tools facilitate the use of data for decision-making via real- time data. 4. Access http://www.softwareadvice.com/ca/bi/ and check a few of the software and choose the one you like then indicate as to why you like it. Out of all the software’s found on the website I chose to pick a software called “Grow”. I liked this one in particular because it’s targeted towards small to midsize organizations, making it easy for them to create dashboards in order to keep an eye on important activities and business processes. In addition, I liked the simplicity of this software as it allows these small or midsize organizations to easily collect and unify corporate data from multiple sources onto a single platform.
5. Visit www.mapinfo.com and discuss some of the important capability this tool has. What is location intelligence? “Precisely”, the given website, has a various number of tools that can guarantee the accuracy and coherence of your data. It offers different categories such as integrate, verify, locate, enrich and engage; giving you the freedom to pick a “data guide” from a vast number of choices. One of their tools that intrigued me the most is the spectrum spatial insights under the locate category. It’s a tool that allows you to test out different potential scenarios in order to determine the most ideal physical footprint, while offering top information about where its best to open new locations, make renovations, acquisitions…etc; This tool involves location intelligence, as it uses geospatial data analytics to ensure the best possible outcomes. In fact, location intelligence is basically the use of geographic data, mapping technologies and spatial analysis tools to gain valuable insights as to how to make the most optimal data-driven decisions. 6. Visit www.fico.com and find products for fraud detection and risk analysis. What capability does it have? What is predictive analytics? A product found on the website, fico, that detects frauds and risks, is the Fico falcon fraud manager. This product is capable of monitoring transactions to detect any sign of fraud, whether it be from credit cards, debits cards, commercial cards, or even digital payments. It’s ability to do so comes from AI, machine learning and analytic technologies, which is what we call predictive analytics. In fact, predictive analytics is the use of statistical algorithms and machine learning methods, intended to examine past data and forecast future results; thus, helping businesses foresee future patterns, behaviors, or events by finding patterns and trends within the historical data.
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