{"id":405,"date":"2023-04-27T04:35:00","date_gmt":"2023-04-27T04:35:00","guid":{"rendered":"http:\/\/localhost\/innopharma_education_wp\/?p=372"},"modified":"2025-03-03T11:42:17","modified_gmt":"2025-03-03T11:42:17","slug":"a-beginners-guide-to-data-analytics-heres-everything-you-need-to-know","status":"publish","type":"post","link":"https:\/\/www.innopharmaeducation.com\/blog\/a-beginners-guide-to-data-analytics-heres-everything-you-need-to-know","title":{"rendered":"A Beginner\u2019s Guide to Data Analytics: Here\u2019s Everything You Need to Know"},"content":{"rendered":"\n<p>Advances in technology have given businesses access to increasingly large volumes of data. It can be challenging to know how to analyse it.&nbsp;<\/p>\n\n\n\n<p>Yet, insights from the data are waiting to be unearthed. These insights can drive smarter business moves and make operations more efficient. And, in the case of the healthcare industry, even save lives.<\/p>\n\n\n\n<p>We\u2019ve put together a complete guide to data analytics detailing everything you need to know about the industry.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What is Data Analytics?&nbsp;<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"667\" src=\"https:\/\/www.innopharmaeducation.com\/wp-content\/uploads\/2023\/04\/data-analytics.jpeg\" alt=\"Data Analyst\" class=\"wp-image-1848\" title=\"A man and a woman sit together in front of a laptop with printed data visualisation sheets to analyse big data sets\"\/><\/figure>\n<\/div>\n\n\n<p>Think of the last time you opened up an app on your phone and the app crashed. Often, when that happens, a box pops up. And it usually says something along the lines of \u201cThis app has crashed. Do you want to report it?\u201d<br>It allows you to report the app crash. Or you can ignore it.&nbsp;<\/p>\n\n\n\n<p>If you opt to report the app crash, your device sends a data report to a data hub. Someone pulls the reports of the thousands of people who also sent one in. And then? They use data analysis to determine what\u2019s happening with the app. This better helps them figure out how they can make the app more efficient.&nbsp;<\/p>\n\n\n\n<p>That entire process all revolves around data analytics.&nbsp;<\/p>\n\n\n\n<p>But that\u2019s just a small picture of how our world revolves around data analytics. Keep reading to find out more about data analytics and the role that big data plays:&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What Are Big Data and Big Data Analytics?<\/h3>\n\n\n\n<p>You may be wondering what\u2019s the difference between big data and data analytics. Well, knowing what big data refers to is key to understanding the main question: \u201cwhat is data analytics?\u201d<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">What is Big Data?<\/h4>\n\n\n\n<p>Big data is a term for the large, difficult-to-manage information sets that typical analysis software can\u2019t manage on their own. With advances in technology, data sets are growing at a quick rate. All of this information is collected from mobile devices, computers and other devices that use the Internet, cameras, and wireless sensor networks.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">What is Big Data Analytics?<\/h4>\n\n\n\n<p>Big data analytics is the field that finds ways to analyse and extract information from these large data sets. Much of the data industries are gathering now is too difficult, complex, or fast for traditional methods to process. So in this line of work, people find ways to pull information using data analytics tools. And then, they analyse it so it can be used to better help the industry they\u2019re in.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why Does Data Analytics Matter? Why Is It Important?<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"667\" src=\"https:\/\/www.innopharmaeducation.com\/wp-content\/uploads\/2023\/04\/graph.jpeg\" alt=\"Data Graph\" class=\"wp-image-1850\" title=\"A hand reaches out to use a data analytics tool on a laptop\"\/><\/figure>\n<\/div>\n\n\n<p>It\u2019s no secret that we\u2019re continuing to move towards a technology-centred world. But to continue moving forward, technology industries need to make sure their products and systems are working efficiently.&nbsp;<\/p>\n\n\n\n<p>That\u2019s why the big data landscape is so important. All of this data allows analysers to sort through it and determine:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>how to improve products and systems<\/li>\n\n\n\n<li>how to make products and systems more efficient<\/li>\n\n\n\n<li>how to increase growth and revenue for businesses<\/li>\n<\/ul>\n\n\n\n<p>In turn, this provides a better experience for people using certain products. It provides more advancements in technology throughout many industries, including those in the health industry, which can save even more lives.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Big Data Analytics and Innopharma<\/h3>\n\n\n\n<p>At Innopharma, we understand the importance of this career field. That\u2019s why we offer a course to help you and other students take your first steps into the world of big data analytics.&nbsp;<\/p>\n\n\n\n<p>A key focus of Research and Development efforts at Innopharma has been in the <a href=\"https:\/\/www.innopharmaeducation.com\/blog\/process-analytical-technology-a-clear-guide-to-pat-and-how-to-get-started-in-the-industry\">Process Analytical Technology (PAT)<\/a> space.\u00a0 PAT has been defined by the US Food and Drug Administration (FDA) as a mechanism to \u201cdesign, analyse, and control pharmaceutical manufacturing processes through the measurement of Critical Process Parameters (CPP) which affect Critical Quality Attributes (CQA).\u201d<\/p>\n\n\n\n<p>The practical implementation of PAT involves the online or in-line integration of \u201csmart technology\u201d, such as process control sensors to conventional process equipment and using the real-time data from the sensors to model and control the process.<\/p>\n\n\n\n<p>Of course, the application of PAT leads to the generation of large and complex datasets also known as \u2018big data.\u2019 By harnessing the storage, distribution and processing capacity of \u2018The Cloud\u2019, innovation opportunities for Innopharma Technology have progressed. Now it is possible to apply advanced analytics against PAT-generated big data to help decode complex manufacturing processes.<\/p>\n\n\n\n<p>Big data is a genuinely game-changing technology. There are only a few areas of the pharmaceutical and medical industries that will be unaffected by the implementation of data analytics in the coming years.&nbsp;<\/p>\n\n\n\n<p>However, it\u2019s not an area of the industry without challenges. Harvard Business Review stated in 2016 that the biggest challenge \u2018by far\u2019 when it comes to pharma and big data has been finding the right talent.&nbsp;<\/p>\n\n\n\n<p>This offers a unique opportunity to upskill in one of the <a href=\"https:\/\/www.innopharmaeducation.com\/blog\/the-most-in-demand-jobs-in-ireland-top-10-industries-to-keep-an-eye-on\">top ten jobs in Ireland<\/a>\u00a0that are crying out for qualified candidates.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How Do Business Analytics and Data Analytics Work Together?&nbsp;<\/h2>\n\n\n\n<p>Businesses and data go together like a scientist and a lab coat. Without data analytics, businesses often struggle to determine what\u2019s doing well and what can be improved.&nbsp;<\/p>\n\n\n\n<p>So, in this section of your beginner\u2019s guide to data analytics, we\u2019re discussing how business analytics and data analytics work together to achieve business success.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Business Analytics, Data Analysis, and Decision Making<\/h3>\n\n\n\n<p>As mentioned previously, business analytics and data analysis go hand in hand. And right in the middle is decision-making.&nbsp;<\/p>\n\n\n\n<p>Why? Because through big data analysis and understanding of a business\u2019s analytics, business owners can make proper decisions.&nbsp;<\/p>\n\n\n\n<p>When a business owner, or someone within a business who can make decisions, properly assesses data, they can expect to achieve much greater results.&nbsp;<\/p>\n\n\n\n<p>For example, McKinsey Global Institute estimates that using big data to inform decision-making<a href=\"http:\/\/www.mckinsey.com\/industries\/pharmaceuticals-and-medical-products\/our-insights\/how-big-data-can-revolutionize-pharmaceutical-r-and-d\" target=\"_blank\" rel=\"noopener\"> could generate up to $100 billion in value annually<\/a> across the US healthcare system alone. In the pharmaceutical industry, the analysis of big data puts companies in a stronger position to identify new drug candidates. These can be developed into life-saving medicines at a faster pace.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What Are the Skills Required for Data Analytics?&nbsp;<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/www.innopharmaeducation.com\/images\/default-source\/default-album\/a-man-faces-away-from-the-camera-and-touches-a-data-visualisation-graph-as-he-analyses-big-data-sets.jpeg?sfvrsn=9ca080a7_0\" alt=\"analyses big data sets\" title=\"A man faces away from the camera and touches a data visualisation graph as he analyses big data sets\"\/><\/figure>\n<\/div>\n\n\n<p>To land an in-demand job as a data analyst, you\u2019ll need a certain set of skills and knowledge of specific data analytics tools.&nbsp;<\/p>\n\n\n\n<p>The excellent news is, that even if you feel you\u2019re not phenomenal in each of these skill sets, you can always improve.\u00a0<\/p>\n\n\n\n<p>There are top 6 skills required for data analytics.&nbsp;<\/p>\n\n\n\n<p>Some of these are soft skills you can work on in and out of the classroom. Others are technical skills that you\u2019ll learn as a part of the many <a href=\"https:\/\/www.innopharmaeducation.com\/our-courses\/digital-transformation-programmes\">data analytics courses<\/a> in Ireland.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">The Top 6 Skills Required for Data Analytics<\/h3>\n\n\n\n<p>Just like any other career, there is a multitude of skills you need to know to fulfil your responsibilities.&nbsp;<\/p>\n\n\n\n<p>We\u2019ve gathered together the top 6 skills required for data analytics:&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Probability and Statistics<\/h4>\n\n\n\n<p>Probability and statistics refer to the mathematics behind compiling, analyzing, and interpreting numbers. And it\u2019s the foundation behind big data analytics.&nbsp;<\/p>\n\n\n\n<p>When you build this skill, you\u2019ll be able to identify patterns in the data sets you\u2019re looking at, produce accurate results, and avoid errors in your analysis.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Data and Statistical Visualisation<\/h4>\n\n\n\n<p>Once you pull data, you\u2019ll often have to present your findings. And the best way to do this is by creating data and statistical visualisations for people to better understand what you\u2019ve found. Knowing how to compile data into graphs and charts is crucial for job success.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Statistical Programming<\/h4>\n\n\n\n<p>Many jobs in data analytics require you to know statistical programming methods. These are types of programming like Python and R that help you work with data analytics tools. And they\u2019ll help you better analyse and understand the reports you\u2019re looking at.&nbsp;<\/p>\n\n\n\n<p><strong>Critical Thinking<\/strong><\/p>\n\n\n\n<p>Knowing how to process and analyse big data sets is crucial to your job responsibilities. So using critical thinking skills to determine the best data sets to pull and analyse is important.&nbsp;<\/p>\n\n\n\n<p>You\u2019ll hone your critical thinking skills as a part of the data analytics courses in Ireland, especially through the courses at Innopharma.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">SQL Knowledge<\/h4>\n\n\n\n<p>SQL, or Structured Query Language, is a code language. And it\u2019s the primary language used to communicate with databases. You\u2019ll need to know how to properly update, organize, and pull data from databases. And you\u2019ll do this through SQL.&nbsp;<\/p>\n\n\n\n<p>It\u2019s one of the most important data analytics tools you\u2019ll use in your daily job. It\u2019s so important, you may be asked to complete an SQL technical review as a part of your job interview.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Written and Oral Communication<\/h4>\n\n\n\n<p>You\u2019ll need to effectively communicate with your teammates and those who work with your department. Once you analyse data, you\u2019ll need to discuss your findings.<\/p>\n\n\n\n<p>So practice your written and oral communication skills so you know how to effectively work with those around you.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Data Analytics Courses Ireland &#8211; What\u2019s Available for You?<\/h2>\n\n\n\n<p>For just about every job in big data analytics, you\u2019ll need at least a <a href=\"https:\/\/www.innopharmaeducation.com\/our-courses\/degree-programmes\">bachelor\u2019s degree<\/a> in data analytics or a comparable area of study.&nbsp;<\/p>\n\n\n\n<p>And to set yourself apart from the rising competition, you may want to level up your knowledge and skill set in data analytics by obtaining a <a href=\"https:\/\/www.innopharmaeducation.com\/our-courses\/degree-programmes\">degree<\/a> or <a href=\"https:\/\/www.innopharmaeducation.com\/our-courses\/certificate-programmes\">certificate<\/a> in the specific industry you want to take part in.&nbsp;<\/p>\n\n\n\n<p>The great news, here, is there are plenty of data analytics courses in Ireland. In these courses, you\u2019ll learn the ins and outs of how to pull data and properly analyse it to detect trends and patterns. You\u2019ll learn how to use specific data analytics tools like Python, SQL, R, Tableau and the like.&nbsp;<\/p>\n\n\n\n<p>There are also data analytics courses in Ireland for numerous industries such as the pharmaceutical industry, marketing, software development, and applied business.&nbsp;<\/p>\n\n\n\n<p>Innopharma offers a part-time <a href=\"https:\/\/www.innopharmaeducation.com\/our-courses\/masters-programmes\/pg-dip-in-digital-transformation\">digital transformation Master\u2019s programme <\/a>specifically for those who are wanting to step into data analytics in the health industry.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Innopharma Data Analytics Courses<\/h3>\n\n\n\n<p>Our <a href=\"https:\/\/www.innopharmaeducation.com\/our-courses\/digital-transformation-programmes\">Digital Transformation Courses<\/a> have been specifically developed for those who wish to use data analytics to improve the operational effectiveness and capabilities of businesses.<\/p>\n\n\n\n<p>If you\u2019re analytical and enjoys spotting patterns, then it\u2019s worth considering upskilling for this <a href=\"https:\/\/www.innopharmaeducation.com\/blog\/digital-transformation-your-guide-to-the-industry\">emerging digital transformation industry<\/a>.<\/p>\n\n\n\n<p>There are many opportunities upon graduation from the course. Some of the roles you\u2019ll be gaining the skills for include: data analyst, data scientist, digital transformation consultant and much more.<\/p>\n\n\n\n<p>At Innopharma, we have strong ties to the industry and we use these to help our students to achieve their career goals. If you want to be a part of the exciting new world of big data, this course is the perfect first step.<\/p>\n\n\n\n<p>Interested in finding out more about this course?<\/p>\n\n\n\n<p><a href=\"https:\/\/www.innopharmaeducation.com\/contact-us\">Get in touch<\/a> with us for more information or call us on (01) 4853346<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Advances in technology have given businesses access to increasingly large volumes of data. It can be challenging to know how to analyse it.&nbsp; Yet, insights from the data are waiting to be unearthed. These insights can drive smarter business moves and make operations more efficient. And, in the case of the healthcare industry, even save [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1653,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[25],"tags":[32],"class_list":["post-405","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-certificate"],"_links":{"self":[{"href":"https:\/\/www.innopharmaeducation.com\/wp-json\/wp\/v2\/posts\/405","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.innopharmaeducation.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.innopharmaeducation.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.innopharmaeducation.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.innopharmaeducation.com\/wp-json\/wp\/v2\/comments?post=405"}],"version-history":[{"count":5,"href":"https:\/\/www.innopharmaeducation.com\/wp-json\/wp\/v2\/posts\/405\/revisions"}],"predecessor-version":[{"id":3164,"href":"https:\/\/www.innopharmaeducation.com\/wp-json\/wp\/v2\/posts\/405\/revisions\/3164"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.innopharmaeducation.com\/wp-json\/wp\/v2\/media\/1653"}],"wp:attachment":[{"href":"https:\/\/www.innopharmaeducation.com\/wp-json\/wp\/v2\/media?parent=405"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.innopharmaeducation.com\/wp-json\/wp\/v2\/categories?post=405"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.innopharmaeducation.com\/wp-json\/wp\/v2\/tags?post=405"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}