{"id":54339,"date":"2025-05-29T04:54:26","date_gmt":"2025-05-29T04:54:26","guid":{"rendered":"https:\/\/academy.xebia.com\/us\/?page_id=54339"},"modified":"2026-07-24T07:05:41","modified_gmt":"2026-07-24T07:05:41","slug":"data-management","status":"publish","type":"page","link":"https:\/\/academy.xebia.com\/us\/data-management\/","title":{"rendered":"Data Management"},"content":{"rendered":"\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"e0976b3c\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-group-hero js-group-hero\" data-id=\"127ac617\">\n\t\t<div class=\"block-group-hero__background\">\n\t\t<div class=\"hero-theme block-group-hero__hero-theme\" data-id=\"3f2a77e1\">\n\t\n\t<div class=\"hero-theme__background\">\n\t\t\t\t\t<div class=\"hero-theme__background--data-white\">\n\t\t\t\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='46' height='55' viewBox='0 0 46 55' fill='none'><ellipse cx='23' cy='36.7998' rx='22.5' ry='18' fill='url(#d735639f-d453-471a-801b-0657b2eb7a67)'\/><ellipse cx='23' cy='18.7998' rx='22.5' ry='18' fill='url(#4c1d66b0-2ce8-4afa-9d6a-39f96de62a0f)'\/><path fill-rule='evenodd' clip-rule='evenodd' d='M3.51 27.8c3.891-5.38 11.162-9 19.49-9 8.329 0 15.6 3.62 19.49 9-3.89 5.38-11.161 9-19.49 9-8.328 0-15.599-3.62-19.49-9Z' fill='url(#49b6e6d5-70ad-4f46-bf58-c0f7e50be95b)'\/><defs><linearGradient id='d735639f-d453-471a-801b-0657b2eb7a67' x1='23' y1='18.7998' x2='23' y2='54.7998' gradientUnits='userSpaceOnUse'><stop stop-color='#F3F3F3' stop-opacity='0.5'\/><stop offset='1' stop-color='#84117C'\/><\/linearGradient><linearGradient id='4c1d66b0-2ce8-4afa-9d6a-39f96de62a0f' x1='23' y1='0.799805' x2='23' y2='36.7998' gradientUnits='userSpaceOnUse'><stop stop-color='#F3F3F3' stop-opacity='0.5'\/><stop offset='1' stop-color='#84117C'\/><\/linearGradient><linearGradient id='49b6e6d5-70ad-4f46-bf58-c0f7e50be95b' x1='23.0006' y1='18.7998' x2='23.0006' y2='36.7998' gradientUnits='userSpaceOnUse'><stop stop-color='#84117C'\/><stop offset='0.9999' stop-color='#A80C9E'\/><stop offset='1' stop-color='#84117C' stop-opacity='0'\/><\/linearGradient><\/defs><\/svg>\t\t\t<\/div>\n\t\t\n\t<\/div>\n<\/div>\t<\/div>\n\t<div class=\"block-group-hero__content\">\n\t\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"fceec596\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-columns\" data-id=\"c699cfcf\">\n\t\n\n<div class=\"block-column\" data-id=\"608b7d4e\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"58381bda\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"9a953eb3\">\n\t<h1\tclass=\"heading block-heading__heading\"\n\tdata-id=\"0e373bbe\"\n>\n\tData Management Journey<\/h1><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"0554c0bf\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"cdeb63d8\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"165bfd92\"\n>\n\tEmbark on a Data Management Journey<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"c077cc55\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"ca49ef97\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"8c6076e5\">\n\tDrawing from our extensive experience in data management, we have curated a comprehensive learning journey to equip you with essential skills. In today&#8217;s data-driven world, effective data management is crucial for organisations seeking to drive innovation and make informed decisions. Our engaging courses will elevate your capabilities in data as a product and data quality, empowering you to make a meaningful impact within your organisation.<\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"c7b0bf4f\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n<div class=\"block-column\" data-id=\"d46455af\">\n\t<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"5c6164da\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-group\" data-id=\"cd778657\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"0cbdb330\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div\n\tclass=\"block-accordion js-block-accordion\"\n\tdata-close-adjacent=\"false\"\n>\n\t\t\n\n<div class=\"block-accordion-item js-block-accordion-item\" \n\taria-expanded=\"false\"\n>\n\t<button class=\"block-accordion-item__trigger js-block-accordion-item-trigger\" \n\t\taria-label=\"Junior \" \n\t\taria-controls=\"59dc1b01\" \n\t\taria-expanded=\"false\" \n\t\tid=\"9da36653\"\n\t>\n\t\t<h2\tclass=\"heading block-accordion-item__title\"\n\tdata-id=\"0d2c51b1\"\n>\n\tJunior <\/h2>\t\t\n\t\t<span class=\"block-accordion-item__wrap-icon\" aria-hidden=\"true\">\n\t\t\t<i class=\"icon block-accordion-item__icon\" data-id=\"1a62a297\"  aria-hidden=\"true\">\n\t<svg width='24' height='24' viewBox='0 0 24 24' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M13 5.5a1 1 0 1 0-2 0h2Zm-1.707 13.707a1 1 0 0 0 1.414 0l6.364-6.364a1 1 0 0 0-1.414-1.414L12 17.086l-5.657-5.657a1 1 0 0 0-1.414 1.414l6.364 6.364ZM11 5.5v13h2v-13h-2Z' fill='currentColor'\/><\/svg><\/i>\t\t<\/span>\n\t<\/button>\n\n\t<div role=\"region\" class=\"block-accordion-item__panel js-block-accordion-item-panel\" \n\t\taria-hidden=\"true\" \n\t\taria-labelledby=\"9da36653\" \n\t\tid=\"59dc1b01\"\n\t>\n\t\t<div class=\"block-accordion-item__content\">\n\t\t\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"0b77f176\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-journey-carousel js-block-journey-carousel\" data-id=\"ee8d68a4\">\n\n\t<div class=\"swiper block-journey-carousel__container js-block-journey-carousel-container\">\n\t\t<div class=\"block-journey-carousel__wrapper swiper-wrapper\">\n\t\t\t<div class=\"block-journey-carousel__gradient-background js-block-journey-carousel-gradient-background\">\n\t\t\t\t<span class=\"block-journey-carousel__gradient-background__label\">Start<\/span>\n\t\t\t\t<span class=\"block-journey-carousel__gradient-background__label block-journey-carousel__gradient-background__label-right\">End<\/span>\n\t\t\t\t<span class=\"block-journey-carousel__gradient-background__label block-journey-carousel__gradient-background__label-right block-journey-carousel__gradient-background__label-subscript\">\n\t\t\t\t\t<!-- Learning journey completed (text) added here -->\n\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n<div class=\"js-block-journey-carousel-item swiper-slide block-journey-carousel__item\">\n\t\t\t<div class=\"js-block-journey-carousel-item swiper-slide block-journey-carousel__item-inner\"><div class=\"card-simple block-card__card-simple\" data-id=\"dd7d0e49\">\n\t\n\t<div class=\"card-simple__two-column\">\n\t\t<div class=\"card-simple__content\">\n\t\t\t<h2\tclass=\"heading card-simple__heading\"\n\tdata-id=\"cd2e5e1c\"\n>\n\tData as a Product <\/h2><p class=\"paragraph card-simple__paragraph\" data-id=\"db7bc807\">\n\tBecome equipped to implement data products in your organisation. You will learn how to apply a use-case driven approach to data products, starting from end-user needs. Moreover, you become aware of all eight aspects of data as a product as well as the people who you need to make it happen, so you can start your creation proces immediately following this training.<\/p>\t\t<\/div>\n\t\t<div class=\"card-simple__call2action\">\n\t\t\t<a\tclass=\"btn card-simple__btn\"\n\ttitle=\"Learn more\"data-id=\"69a43754\"href=\"https:\/\/academy.xebia.com\/training\/data-science-with-python\/\"target=\"_blank\"rel=\"\"noopener noreferrer\"\">\n\t<i class=\"icon btn__icon\" data-id=\"0783797c\"  aria-hidden=\"true\">\n\t<svg width='21' height='8' viewBox='0 0 21 8' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M20.853 4.174a.5.5 0 0 0 0-.707L17.671.285a.5.5 0 1 0-.707.707l2.828 2.829-2.828 2.828a.5.5 0 1 0 .707.707l3.182-3.182ZM.5 4.321h20v-1H.5v1Z' fill='currentColor'\/><\/svg><\/i>\n\t\t\t<span>Learn more<\/span>\n\t\n\t<\/a>\t\t<\/div>\n\t<\/div>\n<\/div><\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"block-journey-carousel__navigation\">\n\t\t<button\tclass=\"btn block-journey-carousel__btn js-block-journey-carousel-prev block-journey-carousel__btn-prev\"\n\tdata-id=\"a9f84d24\">\n\t\n\t\n\t<\/button>\t\t<div class=\"block-journey-carousel__pagination js-block-journey-carousel-pagination swiper-pagination\"><\/div>\n\t\t<button\tclass=\"btn block-journey-carousel__btn js-block-journey-carousel-next block-journey-carousel__btn-next\"\n\tdata-id=\"7f985f82\">\n\t\n\t\n\t<\/button>\t<\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<div class=\"block-accordion-item js-block-accordion-item\" \n\taria-expanded=\"false\"\n>\n\t<button class=\"block-accordion-item__trigger js-block-accordion-item-trigger\" \n\t\taria-label=\"Medior \" \n\t\taria-controls=\"241d9825\" \n\t\taria-expanded=\"false\" \n\t\tid=\"5f201023\"\n\t>\n\t\t<h2\tclass=\"heading block-accordion-item__title\"\n\tdata-id=\"80d06f1d\"\n>\n\tMedior <\/h2>\t\t\n\t\t<span class=\"block-accordion-item__wrap-icon\" aria-hidden=\"true\">\n\t\t\t<i class=\"icon block-accordion-item__icon\" data-id=\"061c7ce7\"  aria-hidden=\"true\">\n\t<svg width='24' height='24' viewBox='0 0 24 24' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M13 5.5a1 1 0 1 0-2 0h2Zm-1.707 13.707a1 1 0 0 0 1.414 0l6.364-6.364a1 1 0 0 0-1.414-1.414L12 17.086l-5.657-5.657a1 1 0 0 0-1.414 1.414l6.364 6.364ZM11 5.5v13h2v-13h-2Z' fill='currentColor'\/><\/svg><\/i>\t\t<\/span>\n\t<\/button>\n\n\t<div role=\"region\" class=\"block-accordion-item__panel js-block-accordion-item-panel\" \n\t\taria-hidden=\"true\" \n\t\taria-labelledby=\"5f201023\" \n\t\tid=\"241d9825\"\n\t>\n\t\t<div class=\"block-accordion-item__content\">\n\t\t\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"ef7a14b7\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-journey-carousel js-block-journey-carousel\" data-id=\"9d04dbc2\">\n\n\t<div class=\"swiper block-journey-carousel__container js-block-journey-carousel-container\">\n\t\t<div class=\"block-journey-carousel__wrapper swiper-wrapper\">\n\t\t\t<div class=\"block-journey-carousel__gradient-background js-block-journey-carousel-gradient-background\">\n\t\t\t\t<span class=\"block-journey-carousel__gradient-background__label\">Start<\/span>\n\t\t\t\t<span class=\"block-journey-carousel__gradient-background__label block-journey-carousel__gradient-background__label-right\">End<\/span>\n\t\t\t\t<span class=\"block-journey-carousel__gradient-background__label block-journey-carousel__gradient-background__label-right block-journey-carousel__gradient-background__label-subscript\">\n\t\t\t\t\t<!-- Learning journey completed (text) added here -->\n\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n<div class=\"js-block-journey-carousel-item swiper-slide block-journey-carousel__item\">\n\t\t\t<div class=\"js-block-journey-carousel-item swiper-slide block-journey-carousel__item-inner\"><div class=\"card-simple block-card__card-simple\" data-id=\"61cca954\">\n\t\n\t<div class=\"card-simple__two-column\">\n\t\t<div class=\"card-simple__content\">\n\t\t\t<h2\tclass=\"heading card-simple__heading\"\n\tdata-id=\"a55cf87f\"\n>\n\tData Quality and Observability <\/h2><p class=\"paragraph card-simple__paragraph\" data-id=\"dc7ce38d\">\n\tData teams deal with increasing amounts of data and data infrastructure. This course helps data practitioners navigate the landscape of data quality and observability. You will not only better learn about the tools, technologies and solutions in the data quality and observability space, but also understand how to identify the data quality problems specific to your organisation to match the right solution to your organisation\u2019s need.<\/p>\t\t<\/div>\n\t\t<div class=\"card-simple__call2action\">\n\t\t\t<a\tclass=\"btn card-simple__btn\"\n\ttitle=\"Learn more\"data-id=\"374b1456\"href=\"https:\/\/academy.xebia.com\/training\/machine-learning-explainability\/\">\n\t<i class=\"icon btn__icon\" data-id=\"eac151d9\"  aria-hidden=\"true\">\n\t<svg width='21' height='8' viewBox='0 0 21 8' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M20.853 4.174a.5.5 0 0 0 0-.707L17.671.285a.5.5 0 1 0-.707.707l2.828 2.829-2.828 2.828a.5.5 0 1 0 .707.707l3.182-3.182ZM.5 4.321h20v-1H.5v1Z' fill='currentColor'\/><\/svg><\/i>\n\t\t\t<span>Learn more<\/span>\n\t\n\t<\/a>\t\t<\/div>\n\t<\/div>\n<\/div><\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"block-journey-carousel__navigation\">\n\t\t<button\tclass=\"btn block-journey-carousel__btn js-block-journey-carousel-prev block-journey-carousel__btn-prev\"\n\tdata-id=\"3b6f9bf1\">\n\t\n\t\n\t<\/button>\t\t<div class=\"block-journey-carousel__pagination js-block-journey-carousel-pagination swiper-pagination\"><\/div>\n\t\t<button\tclass=\"btn block-journey-carousel__btn js-block-journey-carousel-next block-journey-carousel__btn-next\"\n\tdata-id=\"d4532826\">\n\t\n\t\n\t<\/button>\t<\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<div class=\"block-accordion-item js-block-accordion-item\" \n\taria-expanded=\"false\"\n>\n\t<button class=\"block-accordion-item__trigger js-block-accordion-item-trigger\" \n\t\taria-label=\"Senior \" \n\t\taria-controls=\"d312e66e\" \n\t\taria-expanded=\"false\" \n\t\tid=\"14cde481\"\n\t>\n\t\t<h2\tclass=\"heading block-accordion-item__title\"\n\tdata-id=\"fe1d10ea\"\n>\n\tSenior <\/h2>\t\t\n\t\t<span class=\"block-accordion-item__wrap-icon\" aria-hidden=\"true\">\n\t\t\t<i class=\"icon block-accordion-item__icon\" data-id=\"3ae093aa\"  aria-hidden=\"true\">\n\t<svg width='24' height='24' viewBox='0 0 24 24' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M13 5.5a1 1 0 1 0-2 0h2Zm-1.707 13.707a1 1 0 0 0 1.414 0l6.364-6.364a1 1 0 0 0-1.414-1.414L12 17.086l-5.657-5.657a1 1 0 0 0-1.414 1.414l6.364 6.364ZM11 5.5v13h2v-13h-2Z' fill='currentColor'\/><\/svg><\/i>\t\t<\/span>\n\t<\/button>\n\n\t<div role=\"region\" class=\"block-accordion-item__panel js-block-accordion-item-panel\" \n\t\taria-hidden=\"true\" \n\t\taria-labelledby=\"14cde481\" \n\t\tid=\"d312e66e\"\n\t>\n\t\t<div class=\"block-accordion-item__content\">\n\t\t\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"c1d7294e\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-journey-carousel js-block-journey-carousel\" data-id=\"af2e7fc3\">\n\n\t<div class=\"swiper block-journey-carousel__container js-block-journey-carousel-container\">\n\t\t<div class=\"block-journey-carousel__wrapper swiper-wrapper\">\n\t\t\t<div class=\"block-journey-carousel__gradient-background js-block-journey-carousel-gradient-background\">\n\t\t\t\t<span class=\"block-journey-carousel__gradient-background__label\">Start<\/span>\n\t\t\t\t<span class=\"block-journey-carousel__gradient-background__label block-journey-carousel__gradient-background__label-right\">End<\/span>\n\t\t\t\t<span class=\"block-journey-carousel__gradient-background__label block-journey-carousel__gradient-background__label-right block-journey-carousel__gradient-background__label-subscript\">\n\t\t\t\t\t<!-- Learning journey completed (text) added here -->\n\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n<div class=\"js-block-journey-carousel-item swiper-slide block-journey-carousel__item\">\n\t\t\t<div class=\"js-block-journey-carousel-item swiper-slide block-journey-carousel__item-inner\"><div class=\"card-simple block-card__card-simple\" data-id=\"df7697a4\">\n\t\n\t<div class=\"card-simple__two-column\">\n\t\t<div class=\"card-simple__content\">\n\t\t\t<h2\tclass=\"heading card-simple__heading\"\n\tdata-id=\"129d0a72\"\n>\n\tCheck back for more trainings coming soon!<\/h2>\t\t<\/div>\n\t\t<div class=\"card-simple__call2action\">\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div><\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"block-journey-carousel__navigation\">\n\t\t<button\tclass=\"btn block-journey-carousel__btn js-block-journey-carousel-prev block-journey-carousel__btn-prev\"\n\tdata-id=\"c486095e\">\n\t\n\t\n\t<\/button>\t\t<div class=\"block-journey-carousel__pagination js-block-journey-carousel-pagination swiper-pagination\"><\/div>\n\t\t<button\tclass=\"btn block-journey-carousel__btn js-block-journey-carousel-next block-journey-carousel__btn-next\"\n\tdata-id=\"17edf107\">\n\t\n\t\n\t<\/button>\t<\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"9833120a\" \n\tdata-bg-on-inner=\"true\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-group\" data-id=\"90bd1dc3\">\n\t<\/div>\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"67684167\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"c77c4a09\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"29562e08\"\n>\n\tWhy upskilling?<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"3988c3e0\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-columns\" data-id=\"5d6e80dd\">\n\t\n\n<div class=\"block-column\" data-id=\"b537668d\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"d7dd63b9\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"a3d9f0bc\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"a86a0728\">\n\tYour struggle is real: with new technologies developing at lightning speed, finding and retaining the right people is a daunting task. However, there\u2019s a shortage in skills rather than a shortage in people. That&#8217;s why 50% of all employees will have to upskill within the coming five years, WEF already warned us.<\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n<div class=\"block-column\" data-id=\"7a737a59\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"8fb1e60f\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-bullet-list\">\n\t\t\t<p class=\"paragraph block-bullet-list__paragraph\" data-id=\"74e0e74c\">\n\tBenefits of upskilling your organization<\/p>\t<div class=\"block-bullet-list__columns\">\n\t\t\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"76ed2768\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"f2cd77fe\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"267dbbd7\">\n\tBoosting business results with improved skills<\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"9a537151\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"d013473b\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"57671172\">\n\tEnhancing employee belonging and satisfaction<\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"9542cfcf\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"50e9226f\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"88f9905c\">\n\tImproving employee retention<\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"b1020264\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"0dd20d0d\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"4468c0a6\">\n\tIncreasing team efficiency<\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"38505baf\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"cfaa73b3\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"b2bd4475\">\n\tAttracting new talent<\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"c169bce5\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"babb0032\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"50366da2\">\n\tPreparing for future changes<\/p><\/div>\n\n\t<\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"2c3e28f7\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-group\" data-id=\"d76c2a1d\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"33dd6570\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-columns\" data-id=\"dacfef24\">\n\t\n\n<div class=\"block-column\" data-id=\"bef4bde9\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"50e798ef\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-image\" data-id=\"b8fcb24e\">\n\t<picture class=\"image block-image__image\" data-id=\"0ea7f44a\">\n\n\t\n\t\n\t<img\n\t\tsrc=\"https:\/\/academy.xebia.com\/wp-content\/uploads\/sites\/4\/2023\/08\/stock-the-thinker-e1691657549662.jpg\"\n\t\talt=\"\"\n\t\tclass=\"image__img block-image__image-img\"\n\t\/>\n<\/picture><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n<div class=\"block-column\" data-id=\"88a9454d\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"1da70902\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"cca75a49\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"4282697e\"\n>\n\tThe Data Management Learning Journey<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"9b542893\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"d7ab5d7a\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"5f2df64f\">\n\tEmbark on an enriching learning journey through our data management courses, where you&#8217;ll delve into essential skills crucial for excelling in today&#8217;s rapidly evolving professional landscape. Our curriculum provides a solid foundation applicable across various data management courses, catering to individuals at all levels of expertise. <\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"5b2c9904\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"86765dd6\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"967dc0d3\">\n\tOur meticulously crafted learning pathways strike a harmonious balance between theoretical knowledge and practical application, ensuring that our training format accommodates diverse learning styles. Whether you&#8217;re new to data management or an experienced professional, our courses are tailored to meet your specific needs. We prioritize real-world applicability, equipping you with the skills to navigate complex data management concepts responsibly and enhance your professional expertise.\u00a0<\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"b9c0effb\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"7dccd180\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"0dd6ca92\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"4967db1d\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t<div class=\"block-flex__flex component-flex\" data-id=\"3cf428f2\">\n\t<\/div>\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"5aae7d1e\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"1e20225f\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"f19f2b0f\"\n>\n\tWhat Can I Do After <br>This Learning Journey?<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"7922a14b\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-columns\" data-id=\"446ede4f\">\n\t\n\n<div class=\"block-column\" data-id=\"a20949ae\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"7fcda379\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"4d0cf473\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"e11d91cd\">\n\tWhatever your background, our Generative learning journey will equip you with the knowledge needed for roles such as Analytics Translator, Data Analyst or Data Scientist. After this learning journey, the continued learning path varies depending on your experience and aspired direction.<\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n<div class=\"block-column\" data-id=\"ac5651ed\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"bfa3c5cf\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-tile-list\" data-id=\"5a27df93\">\n\t\n\t<div class=\"block-tile-list__columns\">\n\t\t\n<div class=\"tile block-tile__tile\" data-id=\"64b3119a\">\n\t<h2\tclass=\"heading tile__number\"\n\tdata-id=\"a05d9860\"\n>\n\tMachine Learning Learning Journey<\/h2><h2\tclass=\"heading tile__heading\"\n\tdata-id=\"411aee81\"\n>\n\tDeepen Your Machine Learning Skills?<br><\/h2><p class=\"paragraph tile__paragraph\" data-id=\"1c5f146d\">\n\tWant to start using machine learning principles in your daily work? Check out our Machine Learning Engineer Learning Journey and see if there&#8217;s a course you&#8217;d like to follow. And let us know if we can help! <br><\/p><a\tclass=\"btn tile__btn\"\n\ttitle=\"Learn more\"data-id=\"c51d60ee\"href=\"https:\/\/academy.xebia.com\/learning-journeys\/machine-learning-engineer-learning-journey\/\">\n\t<i class=\"icon btn__icon\" data-id=\"eed40d1c\"  aria-hidden=\"true\">\n\t<svg width='21' height='8' viewBox='0 0 21 8' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M20.853 4.174a.5.5 0 0 0 0-.707L17.671.285a.5.5 0 1 0-.707.707l2.828 2.829-2.828 2.828a.5.5 0 1 0 .707.707l3.182-3.182ZM.5 4.321h20v-1H.5v1Z' fill='currentColor'\/><\/svg><\/i>\n\t\t\t<span>Learn more<\/span>\n\t\n\t<\/a><\/div>\n\n<div class=\"tile block-tile__tile\" data-id=\"8e7ab07a\">\n\t<h2\tclass=\"heading tile__number\"\n\tdata-id=\"2527c69d\"\n>\n\tProduct Manager Learning Journey<\/h2><h2\tclass=\"heading tile__heading\"\n\tdata-id=\"e248faea\"\n>\n\tDeepen Your Product Manager Skills?<br><\/h2><p class=\"paragraph tile__paragraph\" data-id=\"dbc7c580\">\n\tIf your experience is in data analytics, you will benefit from further developing your product manager skills. Xebia Academy offers an excellent variety of certified product owner courses.<br><\/p><a\tclass=\"btn tile__btn\"\n\ttitle=\"Learn more\"data-id=\"0671dcbe\"href=\"https:\/\/academy.xebia.com\/discipline\/product-manager\/\">\n\t<i class=\"icon btn__icon\" data-id=\"c78a4973\"  aria-hidden=\"true\">\n\t<svg width='21' height='8' viewBox='0 0 21 8' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M20.853 4.174a.5.5 0 0 0 0-.707L17.671.285a.5.5 0 1 0-.707.707l2.828 2.829-2.828 2.828a.5.5 0 1 0 .707.707l3.182-3.182ZM.5 4.321h20v-1H.5v1Z' fill='currentColor'\/><\/svg><\/i>\n\t\t\t<span>Learn more<\/span>\n\t\n\t<\/a><\/div>\n\t<\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"f9d4ad20\" \n\tdata-bg-on-inner=\"true\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t<div class=\"card-simple block-card__card-simple\" data-id=\"455a18d6\">\n\t\n\t<div class=\"card-simple__two-column\">\n\t\t<div class=\"card-simple__content\">\n\t\t\t<h2\tclass=\"heading card-simple__heading\"\n\tdata-id=\"c50c6c95\"\n>\n\tNot sure what course <br>you need?<\/h2><p class=\"paragraph card-simple__paragraph\" data-id=\"01d4e194\">\n\tDiscover what course works best for you or your enterprise.<\/p>\t\t<\/div>\n\t\t<div class=\"card-simple__call2action\">\n\t\t\t<a\tclass=\"btn card-simple__btn\"\n\ttitle=\"Check all Data courses\"data-id=\"5634c02d\"href=\"https:\/\/academy.xebia.com\/training\/?sort=relevant&amp;disciplines=1679\">\n\t\n\t\t\t<span>Check all Data courses<\/span>\n\t\n\t<\/a>\t\t<\/div>\n\t<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"e793d440\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t<div class=\"hero-cta-card block-hero-cta-card__hero-cta-card\">\n\t<picture class=\"image hero-cta-card__image\" data-id=\"62176464\">\n\n\t\n\t\n\t<img\n\t\tsrc=\"https:\/\/academy.xebia.com\/wp-content\/uploads\/sites\/4\/2023\/07\/Diego-Teunissen.jpeg\"\n\t\talt=\"\"\n\t\tclass=\"image__img hero-cta-card__image-img\"\n\t\/>\n<\/picture><h2\tclass=\"heading hero-cta-card__heading\"\n\tdata-id=\"de0ee6a1\"\n>\n\tAsk me anything!<\/h2><p class=\"paragraph hero-cta-card__paragraph\" data-id=\"90916b05\">\n\tGet in touch with Diego Teunissen, Sales Development at Xebia Academy. 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