{"id":268149,"date":"2025-04-11T06:33:02","date_gmt":"2025-04-11T06:33:02","guid":{"rendered":"https:\/\/imarticus.org\/blog\/?p=268149"},"modified":"2025-04-11T06:33:45","modified_gmt":"2025-04-11T06:33:45","slug":"top-data-analytics-skills-every-professional-needs","status":"publish","type":"post","link":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/","title":{"rendered":"Top Data Analytics Skills Every Professional Needs"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">In the current context of a blistering digital age, producing value from data is appreciated more than any time in human history. You? Whether newly graduated and walking into an industry or a skilled professional about to upskill, knowing the key <\/span><span style=\"font-weight: 400;\">data analytical skills<\/span><span style=\"font-weight: 400;\"> will open doors to rewarding career paths. Ready to see how you can stand out in this competitive place? Let's jump right in.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Why Data Analytics Skills Are Great for Career Growth<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">There surely are increasing demands all over industries for data-driven decision-making. <\/span><span style=\"font-weight: 400;\">Companies are leveraging data for better efficiency, understanding their customers, and driving innovation.<\/span> <span style=\"font-weight: 400;\">The global big-data market was projected to be worth $103 billion by 2027 according to Forbes.<\/span><span style=\"font-weight: 400;\"> And technical upgrade in any data analytical skills combined with basic digital competence will give you a head start over your contemporaries to keep or build up in a data-driven workplace.\u00a0<\/span><\/p>\n<p><iframe title=\"Data Scientist vs Data Analyst - Which Is Right For You? (2025)\" src=\"https:\/\/www.youtube.com\/embed\/asKgUi3WtWU\" width=\"853\" height=\"480\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\" loading=\"lazy\"><\/iframe><\/p>\n<h2><span style=\"font-weight: 400;\">Data Analytics Required Skills<\/span><\/h2>\n<p><b>Hard vs. Soft Skills: A Comparison<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Understanding both technical (hard) and interpersonal (soft) skills is critical to becoming a well-rounded data analyst.<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Skill Type<\/b><\/td>\n<td><b>Examples<\/b><\/td>\n<td><b>Importance<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>Hard Skills<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Programming, statistical analysis<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Essential for technical tasks like data cleaning and modelling.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Hard Skills<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Data visualization, database management<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Critical for creating understandable insights and managing data efficiently.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Hard Skills<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Machine learning, big data handling<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Necessary for predictive analytics and processing large datasets.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Soft Skills<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Communication, problem-solving<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Vital for presenting findings and collaborating with teams.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Soft Skills<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Time management, adaptability<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Helps in meeting deadlines and adjusting to new tools or methods.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Soft Skills<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Critical thinking, teamwork<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Enhances decision-making and project outcomes through collaboration.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span style=\"font-weight: 400;\">Top Data Analytics Technical Skills<\/span><\/h2>\n<ol>\n<li><b> <\/b><b>Programming Languages<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Knowledge of programming languages such as Python, R, and SQL is basic.<\/span> <span style=\"font-weight: 400;\">For example, Python is mostly used for cleaning data and doing machine learning.<\/span><span style=\"font-weight: 400;\"> Proficiency in these languages improves your productivity and employability.<\/span><\/p>\n<ol start=\"2\">\n<li><b>Data Visualization Tools<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Data visualization such as Tableau and Power BI enables analysts to represent complex data in a digestible format.<\/span><span style=\"font-weight: 400;\"> The ability to produce results using these tools is of great impact on the related decision-making processes.<\/span><\/p>\n<ol start=\"3\">\n<li><b>Statistical Analysis<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Any background in statistics is quite mandatory. The depth and understanding in hypothesis testing, regression analysis, and probability allow for the interpretation and prediction of data trends.<\/span><\/p>\n<ol start=\"4\">\n<li><b>Data Cleaning and Preprocessing<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">This means getting raw data ready for analysis by addressing missing values, duplicate removal, and ensuring consistency. Data cleaning provides accuracy to the insights.<\/span><\/p>\n<ol start=\"5\">\n<li><b>Cloud Computing for Data Analytics<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Scalable storage and scalable analysis using the cloud platform through AWS, Google Cloud, and Microsoft Azure has become common nowadays. Being well-versed in these adds considerable value to your technical kit.<\/span><\/p>\n<ol start=\"6\">\n<li><b>Machine Learning and AI<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Machine learning and AI are transforming the way businesses operate.<\/span><span style=\"font-weight: 400;\"> Such advanced data analytics skills give an opportunity to the analyst to develop prediction models and automate processes, making them very valuable. 7. Handling Big Data<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Using tools like Apache Hadoop and Spark, big data handling is important for managing unstructured and semi-structured data.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Practical Steps to Develop Data Analytics Skills<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Building a strong skill set requires continuous learning. Here are some practical steps:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Enroll in a <\/span><a href=\"https:\/\/imarticus.org\/postgraduate-program-in-data-science-analytics\/\"><span style=\"font-weight: 400;\">Data Analytics Course<\/span><\/a><span style=\"font-weight: 400;\">: Choose courses that cover both foundational and advanced topics. Coursera and edX are great options.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Practice Real-World Projects: Apply your skills to real datasets to gain practical experience.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Stay Updated: Follow blogs like KDnuggets to keep up with the latest trends in data analytics.<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">FAQs<\/span><\/h3>\n<p><b>What are the most important data analytics skills?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Programming, statistical analysis, and data visualization are some key skills. It helps in translating raw data into actionable insights.<\/span><\/p>\n<p><b>How do I get started in data analytics?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Start with online courses and try practicing on real datasets. Coursera and Udemy are a good place to start with a beginner-friendly approach.<\/span><\/p>\n<p><b>What role does machine learning play in data analytics?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Machine learning allows for predictive modeling and automation of analytical tasks.<\/span><span style=\"font-weight: 400;\"> It helps in unpacking complex hidden patterns and deriving data-driven forecasts.<\/span><\/p>\n<p><b>Is coding necessary in data analytics?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Indeed, coding is needed in various tasks, such as data cleaning and analysis. Python and SQL languages are very essential.<\/span><\/p>\n<p><b>Which industries apply data analytics?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Healthcare and finance, retail, tech apply analytics for the betterment of their operations and order-making.<\/span><\/p>\n<p><b>What tools are most commonly used in data analytics?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Tools like Tableau, Power BI, and Python are commonly used. They help in visualizing data, statistical analysis, and automation.<\/span><\/p>\n<p><b>Can I learn data analytics without a technical background?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Yes, many beginner-friendly courses are available. <\/span><span style=\"font-weight: 400;\">With dedication, you can acquire the skills required to succeed in the field.<\/span><\/p>\n<p><b>What are the career prospects in data analytics?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">The high demand is seen in data analyst, data scientist, and business analyst.<\/span><span style=\"font-weight: 400;\"> Salaries for these positions are quite attractive along with good opportunities for growth.<\/span><\/p>\n<p><b>How many months will it take to become a data analyst?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Basic skills take about 6-8 months. More advanced skills would require extra time, which may depend on complexity.<\/span><\/p>\n<p><b>What is the average salary of a data analyst?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Data Analyst Salary in India \u20b94 LPA - \u20b910 LPA<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Average salary: \u20b96 LPA (<\/span><a href=\"https:\/\/www.glassdoor.co.in\/Salaries\/data-analyst-salary-SRCH_KO0,12.htm\"><span style=\"font-weight: 400;\">Glassdoor<\/span><\/a><span style=\"font-weight: 400;\">)<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Salaries differ by experience, location, and industry<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Key Takeaways<\/span><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">For career development in a data-oriented world, data analytics skills matter a lot.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Learning both technical and soft skills contributes to the very development of a person.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Join these top data analytics courses for easier training.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Keep yourself updated regarding the industry trends and tools.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Conclusion<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">In the time of data-driven decision-making, data analytics is now no longer seen as a supplementary option; it is a solid must for a marketer to retain competitiveness in the ever-expanding reach of the workforce. From hard skills like programming and machine learning to soft skills like communication and critical thinking, a well-rounded skillset will offer a gateway to infinite opportunities.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">By constantly learning with reputable courses alongside practical experience, one can not just acquire proficiency but also competence and thereby assure a secure career within this constantly changing domain. Now that businesses are heavily dependent on data for innovation, it is right to equip oneself with skills and become an irreplaceable data analytics asset.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Start your journey today to receive the key to the power of transforming data into very concrete insights-altering futures.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In the current context of a blistering digital age, producing value from data is appreciated more than any time in...<\/p>\n","protected":false},"author":1,"featured_media":268151,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[23],"tags":[4384],"pages":[],"coe":[],"class_list":{"0":"post-268149","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-analytics","8":"tag-data-analytics-skills"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Top Data Analytics Skills Every Professional Needs - Finance, Tech &amp; Analytics Career Resources | Imarticus Blog<\/title>\n<meta name=\"description\" content=\"Discover the top data analytics skills every professional needs to succeed in the competitive field of data analytics. Learn essential technical and advanced skills, and explore career-enhancing data analytics courses.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top Data Analytics Skills Every Professional Needs - Finance, Tech &amp; Analytics Career Resources | Imarticus Blog\" \/>\n<meta property=\"og:description\" content=\"Discover the top data analytics skills every professional needs to succeed in the competitive field of data analytics. Learn essential technical and advanced skills, and explore career-enhancing data analytics courses.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/\" \/>\n<meta property=\"og:site_name\" content=\"Finance, Tech &amp; Analytics Career Resources | Imarticus Blog\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-11T06:33:02+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-04-11T06:33:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"680\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Imarticus\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Imarticus\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<meta property=\"og:video\" content=\"https:\/\/www.youtube.com\/embed\/asKgUi3WtWU\" \/>\n<meta property=\"og:video:type\" content=\"text\/html\" \/>\n<meta property=\"og:video:duration\" content=\"580\" \/>\n<meta property=\"og:video:width\" content=\"480\" \/>\n<meta property=\"og:video:height\" content=\"270\" \/>\n<meta property=\"ya:ovs:adult\" content=\"false\" \/>\n<meta property=\"ya:ovs:upload_date\" content=\"2025-04-11T06:33:02+00:00\" \/>\n<meta property=\"ya:ovs:allow_embed\" content=\"true\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Top Data Analytics Skills Every Professional Needs - Finance, Tech &amp; Analytics Career Resources | Imarticus Blog","description":"Discover the top data analytics skills every professional needs to succeed in the competitive field of data analytics. Learn essential technical and advanced skills, and explore career-enhancing data analytics courses.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/","og_locale":"en_US","og_type":"article","og_title":"Top Data Analytics Skills Every Professional Needs - Finance, Tech &amp; Analytics Career Resources | Imarticus Blog","og_description":"Discover the top data analytics skills every professional needs to succeed in the competitive field of data analytics. Learn essential technical and advanced skills, and explore career-enhancing data analytics courses.","og_url":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/","og_site_name":"Finance, Tech &amp; Analytics Career Resources | Imarticus Blog","article_published_time":"2025-04-11T06:33:02+00:00","article_modified_time":"2025-04-11T06:33:45+00:00","og_image":[{"width":1200,"height":680,"url":"https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills.jpg","type":"image\/jpeg"}],"author":"Imarticus","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Imarticus","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["Article","BlogPosting"],"@id":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/#article","isPartOf":{"@id":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/"},"author":{"name":"Imarticus","@id":"https:\/\/imarticus.org\/blog\/#\/schema\/person\/ab6f5d6a5f886f9c342d36fe82345e61"},"headline":"Top Data Analytics Skills Every Professional Needs","datePublished":"2025-04-11T06:33:02+00:00","dateModified":"2025-04-11T06:33:45+00:00","mainEntityOfPage":{"@id":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/"},"wordCount":1030,"commentCount":0,"publisher":{"@id":"https:\/\/imarticus.org\/blog\/#organization"},"image":{"@id":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/#primaryimage"},"thumbnailUrl":"https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills.jpg","keywords":["data analytics skills"],"articleSection":["Analytics"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/","url":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/","name":"Top Data Analytics Skills Every Professional Needs - Finance, Tech &amp; Analytics Career Resources | Imarticus Blog","isPartOf":{"@id":"https:\/\/imarticus.org\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/#primaryimage"},"image":{"@id":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/#primaryimage"},"thumbnailUrl":"https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills.jpg","datePublished":"2025-04-11T06:33:02+00:00","dateModified":"2025-04-11T06:33:45+00:00","description":"Discover the top data analytics skills every professional needs to succeed in the competitive field of data analytics. Learn essential technical and advanced skills, and explore career-enhancing data analytics courses.","breadcrumb":{"@id":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/#primaryimage","url":"https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills.jpg","contentUrl":"https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills.jpg","width":1200,"height":680,"caption":"Data Analytics Skills"},{"@type":"BreadcrumbList","@id":"https:\/\/imarticus.org\/blog\/top-data-analytics-skills-every-professional-needs\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/imarticus.org\/blog\/"},{"@type":"ListItem","position":2,"name":"Top Data Analytics Skills Every Professional Needs"}]},{"@type":"WebSite","@id":"https:\/\/imarticus.org\/blog\/#website","url":"https:\/\/imarticus.org\/blog\/","name":"Finance, Tech &amp; Analytics Career Resources | Imarticus Blog","description":"Finance, Business Analysis &amp; Data Analytics Certification Courses - Imarticus","publisher":{"@id":"https:\/\/imarticus.org\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/imarticus.org\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/imarticus.org\/blog\/#organization","name":"Imarticus Learning","url":"https:\/\/imarticus.org\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/imarticus.org\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2022\/12\/imarticus-green-logo-01.png","contentUrl":"https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2022\/12\/imarticus-green-logo-01.png","width":2872,"height":894,"caption":"Imarticus Learning"},"image":{"@id":"https:\/\/imarticus.org\/blog\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/imarticus.org\/blog\/#\/schema\/person\/ab6f5d6a5f886f9c342d36fe82345e61","name":"Imarticus","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/imarticus.org\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/e8a531718254934732fb6092dcfc063e?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e8a531718254934732fb6092dcfc063e?s=96&d=mm&r=g","caption":"Imarticus"},"sameAs":["https:\/\/imarticus.org\/"],"url":"https:\/\/imarticus.org\/blog\/author\/imarticus\/"}]},"og_video":"https:\/\/www.youtube.com\/embed\/asKgUi3WtWU","og_video_type":"text\/html","og_video_duration":"580","og_video_width":"480","og_video_height":"270","ya_ovs_adult":"false","ya_ovs_upload_date":"2025-04-11T06:33:02+00:00","ya_ovs_allow_embed":"true"},"rttpg_featured_image_url":{"full":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills.jpg",1200,680,false],"landscape":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills.jpg",1200,680,false],"portraits":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills.jpg",1200,680,false],"thumbnail":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-150x150.jpg",150,150,true],"medium":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-300x170.jpg",300,170,true],"large":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-1024x580.jpg",1024,580,true],"1536x1536":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills.jpg",1200,680,false],"2048x2048":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills.jpg",1200,680,false],"portfolio-thumb":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-600x403.jpg",600,403,true],"portfolio-thumb_small":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-400x269.jpg",400,269,true],"portfolio-widget":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-100x100.jpg",100,100,true],"nectar_small_square":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-140x140.jpg",140,140,true],"wide":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-1000x500.jpg",1000,500,true],"wide_small":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-670x335.jpg",670,335,true],"regular":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-500x500.jpg",500,500,true],"regular_small":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-350x350.jpg",350,350,true],"tall":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-500x680.jpg",500,680,true],"wide_tall":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-1000x680.jpg",1000,680,true],"wide_photography":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-900x600.jpg",900,600,true],"large_featured":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills.jpg",1200,680,false],"medium_featured":["https:\/\/imarticus.org\/blog\/wp-content\/uploads\/2025\/04\/Data-Analytics-Skills-800x680.jpg",800,680,true]},"rttpg_author":{"display_name":"Imarticus","author_link":"https:\/\/imarticus.org\/blog\/author\/imarticus\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/imarticus.org\/blog\/category\/management\/analytics\/\">Analytics<\/a>","rttpg_excerpt":"In the current context of a blistering digital age, producing value from data is appreciated more than any time in...","_links":{"self":[{"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/posts\/268149","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/comments?post=268149"}],"version-history":[{"count":1,"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/posts\/268149\/revisions"}],"predecessor-version":[{"id":268152,"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/posts\/268149\/revisions\/268152"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/media\/268151"}],"wp:attachment":[{"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/media?parent=268149"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/categories?post=268149"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/tags?post=268149"},{"taxonomy":"pages","embeddable":true,"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/pages?post=268149"},{"taxonomy":"coe","embeddable":true,"href":"https:\/\/imarticus.org\/blog\/wp-json\/wp\/v2\/coe?post=268149"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}<!-- This website is optimized by Airlift. Learn more: https://airlift.net. Template:. Learn more: https://airlift.net., Cached Timestamp: 2025-04-19 04:45:43 UTC -->