%PDF-1.4 %âãÏÓ 1 0 obj << /Type /Catalog /Pages 2 0 R >> endobj 2 0 obj << /Type /Pages /Count 3 /Kids [5 0 R 7 0 R 9 0 R] >> endobj 3 0 obj << /Type /Font /Subtype /Type1 /BaseFont /Helvetica >> endobj 4 0 obj << /Type /Font /Subtype /Type1 /BaseFont /Helvetica-Bold >> endobj 5 0 obj << /Type /Page /Parent 2 0 R /MediaBox [0 0 595.28 841.89] /Resources << /Font << /F1 3 0 R /F2 4 0 R >> >> /Contents 6 0 R >> endobj 6 0 obj << /Length 5624 >> stream BT /F2 22 Tf 0.06 0.08 0.12 rg 1 0 0 1 46 789.89 Tm (Importance and Applications of Big Data in Business) Tj ET BT /F2 22 Tf 0.06 0.08 0.12 rg 1 0 0 1 46 762.89 Tm (and Beyond) Tj ET BT /F2 11 Tf 0.72 0.14 0.18 rg 1 0 0 1 46 725.89 Tm (TechRounder PDF Edition) Tj ET BT /F1 9.5 Tf 0.36 0.39 0.46 rg 1 0 0 1 46 709.89 Tm (Live article:) Tj ET BT /F1 9.5 Tf 0.36 0.39 0.46 rg 1 0 0 1 46 697.39 Tm (https://www.techrounder.com/business/importance-and-applications-of-big-data-in-business-and-beyond/) Tj ET q 0.82 0.85 0.9 RG 1 w 46 678.89 m 549.28 678.89 l S Q BT /F1 10 Tf 0.24 0.27 0.32 rg 1 0 0 1 46 666.89 Tm (By Vipin PG | Published December 22, 2022 | Updated March 8, 2026 | Format: Article | 4 min read) Tj ET BT /F2 13 Tf 0.72 0.14 0.18 rg 1 0 0 1 46 643.89 Tm (In brief) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 623.89 Tm (Big data refers to huge and complex datasets that are too large and complex to be processed and) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 608.89 Tm (analyzed using traditional data processing tools. These datasets often come from various sources,) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 593.89 Tm (such as social media platforms, sensor networks, and databases.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 568.89 Tm (Big data refers to huge and complex datasets that are too large and complex to be processed and) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 553.89 Tm (analyzed using traditional data processing tools. These datasets often come from various sources,) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 538.89 Tm (such as social media platforms, sensor networks, and databases. They are becoming increasingly) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 523.89 Tm (important in the way many businesses operate and grow.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 501.89 Tm (Big data is used in many ways, but improving business operations is one of the most common and) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 486.89 Tm (important. Companies can now use big data to identify patterns and trends in customer behavior, which) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 471.89 Tm (can help them improve their operations and make better business decisions.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 449.89 Tm (For example, a retail company might use big data to analyze customer purchase history and identify) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 434.89 Tm (patterns in their shopping habits, which can help the company improve its inventory management and) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 419.89 Tm (marketing strategies.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 397.89 Tm (Enhancing customer experiences is always on a successful company's agenda, and these tools allow) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 382.89 Tm (for better insights. For example, big data can personalize better customer experiences by providing) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 367.89 Tm (personalized recommendations based on past purchases or search history.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 345.89 Tm (Companies are developing new products and services based on the data they can collect and accurately) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 330.89 Tm (analyze. They use big data to identify new opportunities for product and service development. For) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 315.89 Tm (example, a tech company might use big data to identify emerging trends and unmet customer needs,) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 300.89 Tm (which can help the company develop new products and services.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 278.89 Tm (Private companies aren't the only ones using and benefiting from big data. Governments can use big) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 263.89 Tm (data to improve public services, such as by analyzing data on traffic patterns to improve) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 248.89 Tm (transportation infrastructure or by analyzing data on crime patterns to inform law enforcement) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 233.89 Tm (efforts.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 211.89 Tm (Data analytics examines large and complex data sets to draw insights, identify patterns, and make) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 196.89 Tm (data-driven decisions. It involves using various tools and techniques, such as statistical analysis and) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 181.89 Tm (machine learning, to analyze and interpret data from various sources, including databases, social) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 166.89 Tm (media platforms, and sensor networks.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 144.89 Tm (Data analytics is an increasingly important field worldwide, as organizations in all industries collect) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 129.89 Tm (and generate vast amounts of data. They rely on data analysts, engineers, and scientists to help them) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 114.89 Tm (understand and use this data to improve operations, inform business strategy and make better) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 99.89 Tm (decisions.) Tj ET q 0.86 0.88 0.92 RG 1 w 46 42 m 549.28 42 l S Q BT /F1 8.4 Tf 0.42 0.45 0.5 rg 1 0 0 1 46 30 Tm (TechRounder | Page 1 of 3) Tj ET BT /F1 7.2 Tf 0.42 0.45 0.5 rg 1 0 0 1 46 19 Tm (https://www.techrounder.com/pdf/blog/importance-and-applications-of-big-data-in-business-and-beyond.pdf) Tj ET endstream endobj 7 0 obj << /Type /Page /Parent 2 0 R /MediaBox [0 0 595.28 841.89] /Resources << /Font << /F1 3 0 R /F2 4 0 R >> >> /Contents 8 0 R >> endobj 8 0 obj << /Length 5914 >> stream BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 789.89 Tm (As the field grows, we see more STEM-biased students going into related educational programs. As a) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 774.89 Tm (result, many career paths are available for individuals with a degree in data analytics. Some common) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 759.89 Tm (roles include:) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 737.89 Tm (1. Data Scientist: Data scientists are responsible for collecting, analyzing, and interpreting large data) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 722.89 Tm (sets. They use statistical analysis and machine learning techniques to identify patterns and trends and) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 707.89 Tm (develop predictive models to inform business decisions.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 685.89 Tm (2. Business Intelligence Analyst: Business intelligence analysts use data to help organizations make) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 670.89 Tm (better business decisions. They collect and analyze data from various sources and create reports and) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 655.89 Tm (dashboards to help decision-makers understand the data and identify trends and patterns.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 633.89 Tm (3. Data Engineer: Data engineers are responsible for building and maintaining the infrastructure and) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 618.89 Tm (systems that support data analytics. They design and build data pipelines and work to ensure that data is) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 603.89 Tm (accurate, accessible, and secure.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 581.89 Tm (4. Data Visualization Specialist: Data visualization specialists use visualization tools to create charts,) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 566.89 Tm (graphs, and other visual representations of data. They help to make complex data sets more) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 551.89 Tm (understandable and accessible to a wider audience.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 529.89 Tm (There is strong job growth in data analytics and related fields. According to the U.S. Bureau of Labor) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 514.89 Tm (Statistics, employment of data scientists is projected to grow 11% from 2019 to 2029, much faster) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 499.89 Tm (than the average for all other occupations. In addition, business intelligence analysts and data) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 484.89 Tm (engineers also have strong job prospects, with employment in these fields expected to grow by 9% and) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 469.89 Tm (11%, respectively, over the same period.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 447.89 Tm (The International Data Corporation predicts that big data revenue will reach $203 billion worldwide by) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 432.89 Tm (2023, and the U.S. business data analytics market will reach over $95 billion in the same year. With) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 417.89 Tm (such significant growth in the industry, there are many opportunities for those interested in data) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 402.89 Tm (analytics.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 380.89 Tm (To become a data analyst, you will typically need a bachelor's degree in a field such as statistics,) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 365.89 Tm (computer science, or mathematics. However, many employers also prefer to hire candidates with a) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 350.89 Tm (master's degree in data analytics or a related field. In addition to education, gaining experience and) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 335.89 Tm (skills through internships, projects, and coursework is also important. Some useful skills for a data) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 320.89 Tm (analyst to have include:) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 298.89 Tm (1. Programming skills: Data analysts often work with large datasets and are expected to be proficient) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 283.89 Tm (in programming languages such as Python and R.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 261.89 Tm (2. Statistical analysis skills: Data analysts use statistical techniques to identify patterns and trends in) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 246.89 Tm (data. Familiarity with statistical concepts such as hypothesis testing and regression analysis is) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 231.89 Tm (essential.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 209.89 Tm (3. Data visualization skills: Data analysts should be able to use visualization tools to create clear and) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 194.89 Tm (effective visualizations of data.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 172.89 Tm (4. Communication skills: Data analysts must be able to communicate their findings to various audiences) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 157.89 Tm (and have strong writing and presentation skills.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 135.89 Tm (5. Attention to detail: Data analysts need to be precise and thorough in their work, as even small errors) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 120.89 Tm (can significantly impact the accuracy of their analysis.) Tj ET q 0.86 0.88 0.92 RG 1 w 46 42 m 549.28 42 l S Q BT /F1 8.4 Tf 0.42 0.45 0.5 rg 1 0 0 1 46 30 Tm (TechRounder | Page 2 of 3) Tj ET BT /F1 7.2 Tf 0.42 0.45 0.5 rg 1 0 0 1 46 19 Tm (https://www.techrounder.com/pdf/blog/importance-and-applications-of-big-data-in-business-and-beyond.pdf) Tj ET endstream endobj 9 0 obj << /Type /Page /Parent 2 0 R /MediaBox [0 0 595.28 841.89] /Resources << /Font << /F1 3 0 R /F2 4 0 R >> >> /Contents 10 0 R >> endobj 10 0 obj << /Length 1903 >> stream BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 789.89 Tm (Data analytics is a rapidly growing field with many career paths available. To become a data analyst,) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 774.89 Tm (you will typically need a bachelor's degree in an area such as statistics or computer science. In) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 759.89 Tm (addition, you should gain experience and skills through internships, projects, and coursework.) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 737.89 Tm (However, with strong job growth and increasing demand for professionals with data analytics skills, a) Tj ET BT /F1 11 Tf 0.14 0.16 0.2 rg 1 0 0 1 46 722.89 Tm (career in this field can be rewarding and fulfilling.) Tj ET BT /F2 13 Tf 0.08 0.1 0.14 rg 1 0 0 1 46 694.89 Tm (References) Tj ET BT /F1 10 Tf 0.18 0.2 0.24 rg 1 0 0 1 46 674.89 Tm (1. techradar.com - features / improving-business-decisions-with-data-and-analytics -) Tj ET BT /F1 10 Tf 0.18 0.2 0.24 rg 1 0 0 1 46 661.39 Tm (https://www.techradar.com/features/improving-business-decisions-with-data-and-analytics) Tj ET BT /F1 10 Tf 0.18 0.2 0.24 rg 1 0 0 1 46 643.89 Tm (2. online.maryville.edu - online-masters-degrees / business-data-analytics -) Tj ET BT /F1 10 Tf 0.18 0.2 0.24 rg 1 0 0 1 46 630.39 Tm (https://online.maryville.edu/online-masters-degrees/business-data-analytics/) Tj ET BT /F1 10 Tf 0.18 0.2 0.24 rg 1 0 0 1 46 612.89 Tm (3. springboard.com - blog / data-analytics -) Tj ET BT /F1 10 Tf 0.18 0.2 0.24 rg 1 0 0 1 46 599.39 Tm (https://www.springboard.com/blog/data-analytics/data-analytics-skills/) Tj ET q 0.86 0.88 0.92 RG 1 w 46 42 m 549.28 42 l S Q BT /F1 8.4 Tf 0.42 0.45 0.5 rg 1 0 0 1 46 30 Tm (TechRounder | Page 3 of 3) Tj ET BT /F1 7.2 Tf 0.42 0.45 0.5 rg 1 0 0 1 46 19 Tm (https://www.techrounder.com/pdf/blog/importance-and-applications-of-big-data-in-business-and-beyond.pdf) Tj ET endstream endobj xref 0 11 0000000000 65535 f 0000000015 00000 n 0000000064 00000 n 0000000133 00000 n 0000000203 00000 n 0000000278 00000 n 0000000420 00000 n 0000006095 00000 n 0000006237 00000 n 0000012202 00000 n 0000012345 00000 n trailer << /Size 11 /Root 1 0 R >> startxref 14300 %%EOF