{"id":334,"date":"2024-08-28T09:30:37","date_gmt":"2024-08-28T07:30:37","guid":{"rendered":"https:\/\/principal.immune.institute\/?post_type=programas&#038;p=334"},"modified":"2026-11-05T12:17:21","modified_gmt":"2026-11-05T11:17:21","slug":"maestria-data-science-business-analytics","status":"publish","type":"programas","link":"https:\/\/immune.institute\/en\/programas\/maestria-data-science-business-analytics\/","title":{"rendered":"Data Science &amp; Business Analytics"},"content":{"rendered":"<section class=\"wp-block-cover alignfull is-hero\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-100 has-background-dim has-background-gradient has-dark-gradient-background\"><\/span><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-1024x576.webp\" class=\"wp-block-cover__image-background wp-post-image\" alt=\"\" data-object-fit=\"cover\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-1024x576.webp 1024w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-512x288.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-256x144.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-768x432.webp 768w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-1536x864.webp 1536w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-18x10.webp 18w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics.webp 1921w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<div class=\"wp-block-group alignwide is-style-section-inner is-layout-grid wp-container-core-group-is-layout-60db72f7 wp-block-group-is-layout-grid is-style-section-inner--1\">\n<div class=\"wp-block-group wp-container-content-58bc061a is-vertical is-layout-flex wp-container-core-group-is-layout-f67d6286 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"is-style-prose is-style-pill wp-block-paragraph\">Live online classes<\/p>\n\n\n\n<p class=\"is-style-pill wp-block-paragraph\">60 ECTS<\/p>\n<\/div>\n\n\n<h1 class=\"wp-custom-css-a6138ea3 wp-block-post-title has-custom-css\">Data Science &amp; Business Analytics<\/h1>\n\n\n<p class=\"has-custom-css wp-custom-css-7b4d799e wp-block-paragraph\">Official degree in Panama, Colombia, and Ecuador by the <strong>Metropolitan University of Education, Science and Technology (UMECIT)<\/strong><\/p>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-container-core-group-is-layout-540419d0 wp-block-group-is-layout-constrained\">\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph translation-block\">We prepare you to <a href=\"#certificaciones\" target=\"_self\">earn certifications<\/a>.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-461897f4 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"1087\" height=\"1086\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence.webp\" alt=\"\" class=\"wp-image-25122\" style=\"object-fit:contain;width:80px;height:80px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence.webp 1087w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence-256x256.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence-512x512.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence-768x767.webp 768w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence-1024x1024.webp 1024w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence-12x12.webp 12w\" sizes=\"(max-width: 1087px) 100vw, 1087px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_data_analytics.webp\" alt=\"\" class=\"wp-image-19032\" style=\"object-fit:contain;width:80px;height:80px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_data_analytics.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_data_analytics-256x256.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_data_analytics-12x12.webp 12w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/forms.gle\/UYp2YkCkU6Yqgpf7A\" target=\"_blank\" rel=\"noopener\">Solicitar m\u00e1s informaci\u00f3n<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/section>\n\n\n\n<div class=\"wp-block-group alignfull has-custom-css is-layout-flow wp-block-group-is-layout-flow wp-container-2 is-position-sticky wp-custom-css-a0cb0674\" style=\"margin-top:var(--wp--preset--spacing--0)\">\n<div class=\"wp-block-buttons has-custom-css is-nowrap is-layout-flex wp-container-core-buttons-is-layout-86285d91 wp-block-buttons-is-layout-flex wp-custom-css-801dcd76\" style=\"padding-top:var(--wp--preset--spacing--10);padding-bottom:var(--wp--preset--spacing--10)\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-body-color has-text-color has-background has-link-color wp-element-button\" href=\"#informacion\" style=\"background-color:#ffffff00\">Information<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-body-color has-text-color has-background has-link-color wp-element-button\" href=\"#certificaciones\" style=\"background-color:#ffffff00\">Certifications<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-body-color has-text-color has-background has-link-color wp-element-button\" href=\"#plan-de-estudio\" style=\"background-color:#ffffff00\">Study plan<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-body-color has-text-color has-background has-link-color wp-element-button\" href=\"#faqs\" style=\"background-color:#ffffff00\">FAQs<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-body-color has-text-color has-background has-link-color wp-element-button\" href=\"#admision\" style=\"background-color:#ffffff00\">Admission<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<main class=\"wp-block-group alignfull has-custom-css is-layout-constrained wp-block-group-is-layout-constrained wp-custom-css-95f71b0c\">\n<div class=\"wp-block-group alignwide is-style-section-inner is-animate-group-fadeInUp is-layout-grid wp-container-core-group-is-layout-434afedc wp-block-group-is-layout-grid is-style-section-inner--3\" id=\"informacion\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">\u00bfPor qu\u00e9 estudiar la maestr\u00eda en data science &amp; business analytics?<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"wp-block-paragraph\">Specialize from scratch in data science and become an expert: non-tech skills, code, data science, AI, and machine learning. Upskill progressively through an innovative program and benefit from our online and collaborative learning methodology.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"646\" height=\"144\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/umecit-logo.webp\" alt=\"\" class=\"wp-image-21473\" style=\"width:auto;height:40px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/umecit-logo.webp 646w, https:\/\/immune.institute\/wp-content\/uploads\/umecit-logo-256x57.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/umecit-logo-512x114.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/umecit-logo-18x4.webp 18w\" sizes=\"(max-width: 646px) 100vw, 646px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-style-section-inner is-animate-group-fadeInUp is-layout-grid wp-container-core-group-is-layout-434afedc wp-block-group-is-layout-grid is-style-section-inner--4\" id=\"conocimientos-previos\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">Prerequisites<\/h2>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Entry requirements<\/summary>\n<p class=\"wp-block-paragraph\">All applicants must present the following documentation, scanned from the original and sent to the promoter to be hosted on the respective platform:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Bachelor's degree or equivalent degree credits or grades.<\/li>\n\n\n\n<li>For foreign qualifications, the above documents must be certified by apostille from the Ministry of Foreign Affairs of the respective country.<\/li>\n\n\n\n<li>In the event that the country in question does not have a consulate, you must carry out the procedure with the corresponding official authorities.<\/li>\n\n\n\n<li>Identity document (passport in the case of foreigners residing in Panama).<\/li>\n\n\n\n<li>A current passport-sized photo<\/li>\n\n\n\n<li>Complete the admission form in electronic format with the promoter.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Note:&nbsp;<\/strong>Students enrolled in distance learning whose nationality is other than Panamanian must present a copy of their personal identification document from their country of origin. In the case of foreign students, these documents must be provided with an apostille or diplomatic legalisation stamp and their translation into Spanish.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Requirements for attending the course<\/summary>\n<p class=\"wp-block-paragraph\">Students\u2019 entitlement to remain at the University will depend on their motivation, ability, and vision to obtain their chosen degree.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Given the profile of the university's \u2018CYBERHUMANIST\u2019 educational model, students must:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Study both as a team and individually.<\/li>\n\n\n\n<li>Develop research skills based on learning through discovery.<\/li>\n\n\n\n<li>Take an in-depth interest in the knowledge related to your discipline.<\/li>\n\n\n\n<li>Respect and comply with the regulations established by the statutes that regulate relations between the University and students.<\/li>\n\n\n\n<li>Follow attendance requirements and attend at least 80% of the meetings in the partial on- campus format.<\/li>\n\n\n\n<li>For virtual format studies, attendance is regulated through constant interaction in all the activities planned on the platform, including synchronous and asynchronous meetings, as well as the development of the student's independent work.<\/li>\n\n\n\n<li>Any prolonged absence must be duly justified.<\/li>\n\n\n\n<li>All students in specialization programs must have basic IT knowledge.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Index&nbsp;<\/strong>Maintain a cumulative minimum index of 2 on a scale of 1 to 3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Note:&nbsp;<\/strong>To pass each subject with a minimum grade of 81 on a scale of 1 to 100, which is equivalent to a B.<\/p>\n<\/details>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-container-content-5da525d6 is-layout-constrained wp-block-group-is-layout-constrained\">\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Graduation Requirements<\/summary>\n<p class=\"wp-block-paragraph\">To obtain the qualification of Specialist, the following are required:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Contents: Maintain a minimum academic cumulative score of 2 on a scale on a scale of 1 to 3.<\/li>\n\n\n\n<li>Hold a qualification for a second language recognized by UNESCO, in accordance with internal regulations.<\/li>\n\n\n\n<li>Take and pass all subjects on the curriculum with a minimum grade of 81 points, equivalent to a B.<\/li>\n\n\n\n<li>Complete an 80-hour internship and present a final report with a case study. This must be aligned with the last subject of the specialization: Investigation I: Planning, Monitoring and Evaluation of Projects.<\/li>\n\n\n\n<li>To have no outstanding debt, loans or work with the institution (financial, academic and library).<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">To obtain the Master\u2019s qualification, the following are required:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Maintain a minimum academic cumulative score of 2 on a scale on a scale of 1 to 3.<\/li>\n\n\n\n<li>Second language recognized by UNESCO<\/li>\n\n\n\n<li>Take and pass all subjects on the curriculum with a minimum grade of 81 points, equivalent to a B.<\/li>\n\n\n\n<li>Hold a qualification for a second language recognized by UNESCO, in accordance with internal regulations.<\/li>\n\n\n\n<li>Final work (Degree)<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">To obtain the Master\u2019s qualification, the following are required:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To have no outstanding debt, loans or work with the institution (financial, academic and library).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Final work (Degree)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Prepare, defend and pass the degree work.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Align Action Research: Carry out the degree work<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Take and pass all the academic content of the enrolled program.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Graduate Profile<\/summary>\n<p class=\"wp-block-paragraph\"><strong>Knowledge<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Understand data, its importance, its use, its interpretation and how to extract value from it.<\/li>\n\n\n\n<li>Discover the main tools in data science that allow a company or institution to benefit from the data it collects.<\/li>\n\n\n\n<li>Learn how packages or libraries are used to extend the functionalities of a programming language.<\/li>\n\n\n\n<li>Understand what big data is, the causes that have led to the emergence of big data technologies and learn about the evolution of big data in its historical context.<\/li>\n\n\n\n<li>Understands the concept of data science, its relationship with other disciplines, its methodology and practical applications.<\/li>\n\n\n\n<li>Master data processing techniques and understand their relevance, both in improving the quality of data and in increasing its usefulness for models, algorithms, consolidations, visualizations and other elements.<\/li>\n\n\n\n<li>Understand the principles and benefits of business intelligence.<\/li>\n\n\n\n<li>Identify a complete big data solution in a Hadoop ecosystem and put it into practice on a virtual machine.<\/li>\n\n\n\n<li>Understand that the techniques that allow to extract knowledge of the population from the sample are the most evident for the approximation to the reality of the population the more representative the sample is of the population.<\/li>\n\n\n\n<li>Understand machine learning and how it can help businesses; as well as understanding the main types of machine learning algorithms and when each type should be applied.<\/li>\n\n\n\n<li>Know and understand artificial intelligence, its implications and the type of problems it can resolve; decision-making techniques (expert systems and supervised learning), as well as their applications.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Do<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Interpreting the information extracted from data and knowing what questions can be answered by the data, means really understanding what the data represents.<\/li>\n\n\n\n<li>Use the main data science tools to be able to present data with accuracy and value.<\/li>\n\n\n\n<li>Install and use packages or libraries to extend the functionalities of a programming language.<\/li>\n\n\n\n<li>Apply the fundamental elements of programming, both for Python and R.<\/li>\n\n\n\n<li>Develop the model of a data-driven company and how this is constructed through the leverage of its data platform; characterizing new profiles in the company that emerge as a consequence of the adoption of a strategy based on data exploitation.<\/li>\n\n\n\n<li>Carry out a data science project based on a problem to be solved, including the different stages, the type of tools to use, the professional profiles involved, the type of obstacles that could arise and the ways to overcome them.<\/li>\n\n\n\n<li>Make effective visualizations of information and convey the appropriate message.<\/li>\n\n\n\n<li>Solve a data processing solution with Spark in an environment with notebooks.<\/li>\n\n\n\n<li>Analyze and interpret data in order to promote value and applied innovation across various industries.<\/li>\n\n\n\n<li>Use other tools and services of companies that are ready to support your own projects.<\/li>\n\n\n\n<li>Process natural language, what types of problems it solves and its applications.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Be<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Analyze situations critically and propose viable solutions with objectivity and realism.<\/li>\n\n\n\n<li>Develop a global and complete vision of the complex socio-labor relations that arise in the various historical and current methods of production.<\/li>\n\n\n\n<li>Perfect the theoretical bases of the specialization and focus it in the best possible direction.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Live<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Feel the dynamics of data management and turn it into information, with support from a specialist workforce.<\/li>\n\n\n\n<li>Understand the importance of human resources within the development of a company.<\/li>\n\n\n\n<li>Contribute to the construction of the social fabric by managing the human talent of the company<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Start<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Have the ability to generate new companies through feasibility assessment based on data and how to create value from them.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Present proposals for the optimization of IT resources.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Generate data analysis and optimization models in a company.<\/p>\n<\/details>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-style-section-inner is-animate-group-fadeInUp is-layout-grid wp-container-core-group-is-layout-434afedc wp-block-group-is-layout-grid is-style-section-inner--5\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">What will you learn?<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Programming languages: Python and SQL.<\/li>\n\n\n\n<li>Extract, process and analyze data for decision making using the latest techniques and tools.<\/li>\n\n\n\n<li>Learn to manage projects based on data science and big data. Promote advanced data analytics initiatives across different areas of the business.<\/li>\n\n\n\n<li>Get a comprehensive and transversal vision of big data and cloud solutions.<\/li>\n\n\n\n<li>Generate reports, dashboards and visualizations of data.<\/li>\n\n\n\n<li>Anticipate and detect patterns, trends and causes using predictive analytics and machine learning.<\/li>\n\n\n\n<li>Master the strategic application of data science in areas such as marketing, CRM, banking and finance, operations, HR, and the IoT among others.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-cover has-custom-content-position is-position-bottom-center is-style-card-dark is-style-card-dark--6\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim has-background-gradient has-dark-2-gradient-background\"><\/span><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-1024x576.webp\" class=\"wp-block-cover__image-background wp-post-image\" alt=\"\" data-object-fit=\"cover\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-1024x576.webp 1024w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-512x288.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-256x144.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-768x432.webp 768w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-1536x864.webp 1536w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-18x10.webp 18w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics.webp 1921w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-group has-link-color wp-elements-1 is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-group-is-layout-57206aac wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-custom-css wp-custom-css-1ba728f0\">Learning By Doing Methodology<\/h2>\n\n\n\n<a href=\"#metodologia\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"icon icon-tabler icons-tabler-outline icon-tabler-plus\"><path stroke=\"none\" d=\"M0 0h24v24H0z\" fill=\"none\"><\/path><path d=\"M12 5l0 14\"><\/path><path d=\"M5 12l14 0\"><\/path><\/svg><\/a>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-style-section-inner is-layout-constrained wp-block-group-is-layout-constrained is-style-section-inner--7\">\n<h2 class=\"wp-block-heading has-text-align-center\">Tools<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Learn how to use industry-leading tools<\/p>\n\n\n\n<div class=\"wp-block-group alignfull is-content-justification-center is-layout-flex wp-container-core-group-is-layout-7b27ae7f wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/mongodb-icon.svg\" alt=\"\" class=\"wp-image-19626\" style=\"object-fit:contain;width:96px;height:96px\"\/><figcaption class=\"wp-element-caption\">MongoDB<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/numpy-icon.svg\" alt=\"\" class=\"wp-image-19627\" style=\"width:auto;height:96px\"\/><figcaption class=\"wp-element-caption\">Numpy<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/pandas-icon.svg\" alt=\"\" class=\"wp-image-19629\" style=\"object-fit:contain;width:96px;height:96px\"\/><figcaption class=\"wp-element-caption\">Pandas<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/power_bi-icon.svg\" alt=\"\" class=\"wp-image-19628\" style=\"object-fit:contain;width:96px;height:96px\"\/><figcaption class=\"wp-element-caption\">Power BI<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/python-icon.svg\" alt=\"\" class=\"wp-image-19630\" style=\"object-fit:contain;width:96px;height:96px\"\/><figcaption class=\"wp-element-caption\">Python<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"167\" height=\"167\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/tableau-icon.webp\" alt=\"\" class=\"wp-image-19631\" style=\"object-fit:contain;width:96px;height:96px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/tableau-icon.webp 167w, https:\/\/immune.institute\/wp-content\/uploads\/tableau-icon-12x12.webp 12w\" sizes=\"(max-width: 167px) 100vw, 167px\" \/><figcaption class=\"wp-element-caption\">Tableau<\/figcaption><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-animate-group-fadeIn is-layout-constrained wp-block-group-is-layout-constrained\" id=\"certificaciones\" style=\"padding-top:var(--wp--preset--spacing--70);padding-bottom:var(--wp--preset--spacing--70)\">\n<section class=\"wp-block-cover alignwide has-parallax\" style=\"border-top-left-radius:2rem;border-top-right-radius:2rem;border-bottom-left-radius:2rem;border-bottom-right-radius:2rem\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-body-background-color has-background-dim-90 has-background-dim\"><\/span><div class=\"wp-block-cover__image-background wp-image-29921 has-parallax\" style=\"background-position:50% 50%;background-image:url(https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-1024x576.webp);\"><\/div><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<div class=\"wp-block-group alignwide is-style-section-inner is-layout-grid wp-container-core-group-is-layout-ecef4692 wp-block-group-is-layout-grid is-style-section-inner--8\" style=\"padding-top:var(--wp--preset--spacing--60);padding-bottom:var(--wp--preset--spacing--60)\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--70);padding-bottom:var(--wp--preset--spacing--70)\">\n<h2 class=\"wp-block-heading\">Certification training<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Con este programa se adquieren competencias orientadas al entorno profesional.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To reinforce this learning and provide external validation of your knowledge, the programme prepares you for recognised certifications.<\/p>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-461897f4 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"1087\" height=\"1086\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence.webp\" alt=\"\" class=\"wp-image-25122\" style=\"object-fit:contain;width:128px;height:128px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence.webp 1087w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence-256x256.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence-512x512.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence-768x767.webp 768w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence-1024x1024.webp 1024w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_artificial_intelligence-12x12.webp 12w\" sizes=\"(max-width: 1087px) 100vw, 1087px\" \/><figcaption class=\"wp-element-caption\">INF-307<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_data_analytics.webp\" alt=\"\" class=\"wp-image-19032\" style=\"object-fit:contain;width:128px;height:128px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_data_analytics.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_data_analytics-256x256.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/it_specialist_data_analytics-12x12.webp 12w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><figcaption class=\"wp-element-caption\">INF-202<\/figcaption><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-card-dark is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-764f52ac wp-block-group-is-layout-flex is-style-card-dark--9\">\n<p class=\"has-text-align-center has-custom-css wp-custom-css-9b56ece3 wp-block-paragraph\">At the end of the programme, you have the possibility to choose between one of these certifications:<\/p>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-461897f4 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"282\" height=\"280\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/AI-300.webp\" alt=\"\" class=\"wp-image-31149\" style=\"object-fit:contain;width:128px;height:128px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/AI-300.webp 282w, https:\/\/immune.institute\/wp-content\/uploads\/AI-300-256x254.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/AI-300-12x12.webp 12w\" sizes=\"(max-width: 282px) 100vw, 282px\" \/><figcaption class=\"wp-element-caption\">AI-300<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"324\" height=\"335\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/PL-300.webp\" alt=\"\" class=\"wp-image-30200\" style=\"object-fit:contain;width:128px;height:128px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/PL-300.webp 324w, https:\/\/immune.institute\/wp-content\/uploads\/PL-300-248x256.webp 248w, https:\/\/immune.institute\/wp-content\/uploads\/PL-300-12x12.webp 12w\" sizes=\"(max-width: 324px) 100vw, 324px\" \/><figcaption class=\"wp-element-caption\">PL-300<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-style-section-inner is-animate-group-fadeInUp is-layout-grid wp-container-core-group-is-layout-5e46a397 wp-block-group-is-layout-grid is-style-section-inner--10\" id=\"plan-de-estudio\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained wp-container-11 is-position-sticky\">\n<h2 class=\"wp-block-heading\">\u00bfQu\u00e9 aprender\u00e1s en la maestr\u00eda en data science &amp; business analytics?<\/h2>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Data Scientists\u2019 Tools<\/summary>\n<p class=\"wp-block-paragraph\">Review of the key programming concepts required to approach the treatment and use of data through code. Presentation of the capabilities offered by Python.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Fundamental concepts of Python and libraries for data science: Numpy, Pandas.<\/li>\n\n\n\n<li>Python intermediate and advanced.<\/li>\n\n\n\n<li>Data processing and visualization with Python.<\/li>\n<\/ol>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Inteligencia de Negocio y Visualizaci\u00f3n<\/summary>\n<p class=\"wp-block-paragraph\">This module examines what databases are and discusses the main types. Students explore the world of relational database modeling and learn to program in SQL. In addition, the module looks at ETL processes and how they are designed and implemented.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Database design<\/li>\n\n\n\n<li>SQL Standard I<\/li>\n\n\n\n<li>SQL Standard II<\/li>\n\n\n\n<li>The Data Warehouse and ETL (Extract, Transform, Load) Tools and Processes\u00bb<\/li>\n<\/ul>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Data science. Analysis, mining and visualisation techniques<\/summary>\n<p class=\"wp-block-paragraph\">Review of the life cycle of data and how it affects the data analysis process. Students also explore the world of data visualization and learn to design dashboards in PowerBI.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Data quality and life cycle<\/li>\n\n\n\n<li>Data preparation and pre-processing<\/li>\n\n\n\n<li>Visualization tools and techniques I<\/li>\n\n\n\n<li>Visualization tools and techniques II<\/li>\n<\/ol>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Impact and Value of Big Data<\/summary>\n<p class=\"wp-block-paragraph\">This module examines big data analysis as a tool to address key research questions and issues. Students will understand what is meant by big data, how it has developed over time, the causes that have led to the emergence of big data technologies and how it compares with traditional business intelligence.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Introduction to the world of big data<\/li>\n\n\n\n<li>Business intelligence vs big data<\/li>\n\n\n\n<li>Big data technologies<\/li>\n\n\n\n<li>The value of data and applications across sectors<\/li>\n<\/ol>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Big Data Tools and Technology<\/summary>\n<p class=\"wp-block-paragraph\">Discover and use the tools that comprise the ecosystem in order to process vast quantities of data. These include Spark, Hadoop, and NoSQL databases.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>HADOOP and its ecosystem<\/li>\n\n\n\n<li>SPARK<\/li>\n\n\n\n<li>NoSQL databases<\/li>\n\n\n\n<li>Cloud platforms<\/li>\n<\/ol>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Statistics for the Data Scientist<\/summary>\n<p class=\"wp-block-paragraph\">In this module students learn the fundamental concepts of programming in R, a programming language for statistical computing. The main statistical concepts essential for data analysis are also introduced here.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Introduction to statistics<\/li>\n\n\n\n<li>Probability and sampling<\/li>\n\n\n\n<li>Inference and lineal regression<\/li>\n\n\n\n<li>Experiment design<\/li>\n<\/ol>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Machine Learning<\/summary>\n<p class=\"wp-block-paragraph\">Students learn the fundamental concepts and algorithms of machine learning, one of the cornerstones of data science and artificial intelligence.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Machine learning tools and the techniques and applications of supervised learning<\/li>\n\n\n\n<li>Techniques and applications of unsupervised learning<\/li>\n\n\n\n<li>Deep learning models and techniques<\/li>\n\n\n\n<li>Cloud solutions for machine learning<\/li>\n<\/ol>\n<\/details>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Directed Research I<\/summary>\n<p class=\"wp-block-paragraph\">La asignatura de Investigaci\u00f3n Dirigida I tiene como prop\u00f3sito mostrar al estudiante que la investigaci\u00f3n es un proceso sistem\u00e1tico y ordenado dirigido a gestionar el conocimiento. Por lo tanto, en todo profeso de formaci\u00f3n acad\u00e9mica se hace necesario el desarrollo de un trabajo de investigaci\u00f3n orientado a las necesidades del contexto que demuestre las competencias en investigaci\u00f3n del estudiante.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>The research question.<\/li>\n\n\n\n<li>The rationale for the research.<\/li>\n\n\n\n<li>Establishing research objectives.<\/li>\n\n\n\n<li>The contextual and temporal scope of the research.<\/li>\n<\/ol>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Artificial Intelligence for Business<\/summary>\n<p class=\"wp-block-paragraph\">To understand the concept of artificial intelligence, its meaning, and the type of problems it can solve. To identify decision-making techniques (expert systems and supervised learning), as well as their applications. To analyse reinforcement learning, its life cycle, its most important components, and the type of problems it solves\u2026<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Artificial intelligence and applications in decision making. Reinforcement learning and its applications. Techniques and applications of natural language processing (NLP). Recommendation systems and applications.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Big Data in the company<\/summary>\n<p class=\"wp-block-paragraph\">Analysis of the concept of the digital transformation from the point of view of the technologies that drive it, with a special focus on the following trends: Big Data, Artificial Intelligence, Blockchain, Internet of Things, Industry 4.0 and Smart Cities.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The Digital Transformation. Blockchain. Internet of Things. Industry 4.0 and Smart Cities<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Applications by sectors. Masterclass, case study, and practical workshops<\/summary>\n<p class=\"wp-block-paragraph\">How analytics can be applied to specific scenarios. Discovering how specialized analytical methods can be applied to different types of data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Scalable analytics. Analysis of social networks and the Internet of Things. Analysis of the financial area and customer service. Analysis of information retrieval techniques.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Directed Research II<\/summary>\n<ul class=\"wp-block-list\">\n<li>Recognizing types of research in line with the knowledge generated.<\/li>\n\n\n\n<li>Study of research designs.<\/li>\n\n\n\n<li>Study of the techniques and instruments of data collection during the research process.<\/li>\n\n\n\n<li>Study of the criteria that characterize the study units and study population.<\/li>\n\n\n\n<li>Building data collection instruments.<\/li>\n\n\n\n<li>Applying reliability and validity tests to the data collection instrument(s).<\/li>\n\n\n\n<li>Collecting data according to the criteria defined in the study.<\/li>\n\n\n\n<li>Understanding the data analysis process and its stages.<\/li>\n\n\n\n<li>Identify the analysis techniques to be used according to the data codes (verbal or numerical codes).\u00bb<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Data collection techniques. Data collection instruments. Research study units and study population. Instrument validity and reliability procedure. Data analysis techniques.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Final project<\/summary>\n<p class=\"wp-block-paragraph\">At Master's level, the written work must be presented and students must generate scientific products from their research experience. Students are responsible for organizing the presentation of the written work.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Introduction Formal issues relating to the presentation of the work. Institutional procedures. Viva voce. Publication.<\/p>\n<\/details>\n\n\n\n<p class=\"has-secondary-text-color has-text-color has-link-color has-small-font-size wp-elements-2 wp-block-paragraph\">*The academic program may be subject to changes in line with the changing demand for specific skills in the market.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-style-section-inner is-animate-group-fadeInUp is-layout-grid wp-container-core-group-is-layout-434afedc wp-block-group-is-layout-grid is-style-section-inner--12\">\n<div class=\"wp-block-cover has-custom-content-position is-position-top-center is-style-card-dark wp-container-content-d2b1092b is-style-card-dark--13\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-100 has-background-dim has-background-gradient has-dark-gradient-background\"><\/span><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-1024x576.webp\" class=\"wp-block-cover__image-background wp-post-image\" alt=\"\" data-object-fit=\"cover\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-1024x576.webp 1024w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-512x288.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-256x144.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-768x432.webp 768w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-1536x864.webp 1536w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics-18x10.webp 18w, https:\/\/immune.institute\/wp-content\/uploads\/maestria-oficial-en-data-science-and-business-analytics.webp 1921w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">Career opportunities<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data Scientist.<\/li>\n\n\n\n<li>Data Analyst.<\/li>\n\n\n\n<li>Data Engineer.<\/li>\n\n\n\n<li>Data visualisation expert.<\/li>\n\n\n\n<li>Expert in data storage and processing architectures.<\/li>\n\n\n\n<li>Machine learning expert.<\/li>\n\n\n\n<li>Business Intelligence Expert.<\/li>\n\n\n\n<li>Chief Data Officer (CDO).<\/li>\n\n\n\n<li>Business Analytics.<\/li>\n\n\n\n<li>Business Intelligence.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" open><summary>Career Readiness<\/summary>\n<p class=\"wp-block-paragraph\">The comprehensive training we deliver to our students thoroughly prepares them for the employment market. Through a personalized syllabus, we help them develop professional skills, establish relationships with companies and sail through recruitment processes.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" open><summary>An alternative training<\/summary>\n<p class=\"wp-block-paragraph\">In all our content, we include a percentage of Human Sciences to connect technology with soft skills.<\/p>\n<\/details>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-style-section-inner is-animate-group-fadeInLeft is-layout-flow wp-block-group-is-layout-flow is-style-section-inner--14\" id=\"testimonios\">\n<h2 class=\"wp-block-heading alignwide\">This is what our students say<\/h2>\n\n\n\n<div class=\"wp-block-group alignfull swiper testimonialsSwiper has-custom-css is-layout-constrained wp-block-group-is-layout-constrained wp-custom-css-251607f5\">\n<div class=\"wp-block-group alignfull swiper-wrapper is-layout-flow wp-container-core-group-is-layout-1b73c83d wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group swiper-slide is-layout-constrained wp-block-group-is-layout-constrained\">\n<iframe width=\"768\" height=\"432\" src=\"https:\/\/www.youtube.com\/embed\/iQPaoW16sWg?rel=0\" frameborder=\"0\"><\/iframe>\n<\/div>\n\n\n\n<div class=\"wp-block-group swiper-slide is-layout-constrained wp-block-group-is-layout-constrained\">\n<iframe width=\"768\" height=\"432\" src=\"https:\/\/www.youtube.com\/embed\/tCByOK-mNWs?rel=0\" frameborder=\"0\"><\/iframe>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull swiper-controls is-content-justification-right is-nowrap is-layout-flex wp-container-core-group-is-layout-5cd16363 wp-block-group-is-layout-flex\">\n<div class=\"testimonialsSwiper-button-prev swiper-button-prev\"><\/div><div class=\"testimonialsSwiper-button-next swiper-button-next\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-style-section-inner is-animate-group-fadeInUp is-layout-grid wp-container-core-group-is-layout-5e46a397 wp-block-group-is-layout-grid is-style-section-inner--15\" id=\"faqs\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">FAQs<\/h2>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>What certification or qualification will I receive on completion of the course?<\/summary>\n<p class=\"wp-block-paragraph\">Once you complete and pass the programme you will receive a diploma issued by IMMUNE Technology Institute in a digital format verifiable through blockchain technology.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Can the course be delivered online?<\/summary>\n<p class=\"wp-block-paragraph\">Yes, the program is delivered online with live classes. As such, you will be in direct contact and under the supervision of the teachers, which will enable you to follow the classes and interact in a flexible and natural way.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Is this programme for me?<\/summary>\n<p class=\"wp-block-paragraph\"><strong>Do you want to level up?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Do you want to stay in your field or sector, but you want to continue learning and explore new\nchallenges? It's time to give your professional profile a boost and align it with the latest trends\nin technology.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Are you finishing your degree, and you want an upgrade in technology?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We love your profile, because you dare to dream. And in the professional world, fortune\nfavors the bold. If you are an entrepreneur or freelancer, this program will help take your\nprofessional projects to the next level.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Want to change your professional career?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you want your career to take a new direction and enter the world of tech with a bang, the\nprogram will help you specialize and shape your professional profile.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Are you an entrepreneur or freelancer?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This program will put you in the spotlight, as technology is the engine of innovation and the key\nto staying competitive in a constantly evolving market.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Will the tools I need be included in the price of the program?<\/summary>\n<p class=\"wp-block-paragraph\">The tools used throughout the program are licensed for free use, in some cases because we use educational licenses and in others because it is free software.<\/p>\n<\/details>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Is there a careers and employment guidance service?<\/summary>\n<p class=\"wp-block-paragraph\">We have an employability area which, through our Talent Hub program, is responsible for supporting the efforts of our students to enter the employment market. The services we offer include resources to help you search for and prepare for interviews, English tests, resume and\/or Linkedin profile guidance, interview and elevator pitch training, and access to our exclusive internship and employment pool.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>What are the requirements for my computer?<\/summary>\n<p class=\"wp-block-paragraph\">You will need to have access to a laptop with a camera, microphone and minimum requirements of 8 GB of RAM and an i5 processor.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>What is the Capstone Project?<\/summary>\n<p class=\"wp-block-paragraph\">The final project is where everything you have learned throughout the program is applied and consolidated. You will present the project to a panel of professionals from companies in the sector, which represents a unique opportunity for students to demonstrate their knowledge to potential employers and also to network.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Are there grants or scholarships available?<\/summary>\n<p class=\"wp-block-paragraph\">Yes, there are scholarships or study grants as well as financing options depending on students\u2019 circumstances. Check out our scholarship and financing options.<\/p>\n<\/details>\n<\/div>\n<\/div>\n<\/main>\n\n\n\n<section class=\"wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignfull is-style-section-inner is-animate-group-fadeInUp is-layout-constrained wp-block-group-is-layout-constrained is-style-section-inner--16\">\n<h2 class=\"wp-block-heading has-text-align-center\">Financing<\/h2>\n\n\n\n<div class=\"wp-block-group alignfull is-content-justification-center is-layout-flex wp-container-core-group-is-layout-2d187f4c wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-style-card-dark is-animate-stop has-body-background-color has-background wp-container-content-1559d078 is-vertical is-layout-flex wp-container-core-group-is-layout-e627be86 wp-block-group-is-layout-flex is-style-card-dark--17\">\n<h3 class=\"wp-block-heading\">IMMUNE<\/h3>\n\n\n\n<p class=\"wp-container-content-9cfa9a5a wp-block-paragraph\">Si eres residente en Espa\u00f1a o en el extranjero, puedes pagar a plazos tu programa.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/immune-logo-white.svg\" alt=\"IMMUNE\" class=\"wp-image-19209\" style=\"width:auto;height:32px\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-card-dark is-animate-stop has-background wp-container-content-1559d078 is-vertical is-layout-flex wp-container-core-group-is-layout-e627be86 wp-block-group-is-layout-flex is-style-card-dark--18\" style=\"background-color:#001391\">\n<h3 class=\"wp-block-heading\">BBVA<\/h3>\n\n\n\n<p class=\"wp-container-content-9cfa9a5a wp-block-paragraph\">Si eres residente en Espa\u00f1a, puedes pagar a plazos tu programa a trav\u00e9s del banco BBVA.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/bbva-logo-light.svg\" alt=\"\" class=\"wp-image-28740\" style=\"width:auto;height:32px\"\/><\/figure>\n<\/div>\n\n\n\n\n\n<div class=\"wp-block-group is-style-card-dark is-animate-stop has-background wp-container-content-1559d078 is-vertical is-layout-flex wp-container-core-group-is-layout-e627be86 wp-block-group-is-layout-flex is-style-card-dark--20\" style=\"background-color:#00c2a3\">\n<h3 class=\"wp-block-heading\">Sequra<\/h3>\n\n\n\n<p class=\"wp-container-content-9cfa9a5a wp-block-paragraph\">Pay in installments, even if you are unemployed and cannot guarantee the loan.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/sequra-logo-white.svg\" alt=\"Sequra\" class=\"wp-image-22170\" style=\"width:auto;height:32px\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-card-dark is-animate-stop has-background wp-container-content-1559d078 is-vertical is-layout-flex wp-container-core-group-is-layout-e627be86 wp-block-group-is-layout-flex is-style-card-dark--21\" style=\"background-color:#26a9e0\">\n<h3 class=\"wp-block-heading\">Quotanda<\/h3>\n\n\n\n<p class=\"wp-container-content-9cfa9a5a wp-block-paragraph\">Pay in installments, even if you are unemployed and cannot guarantee the loan.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/quotanda-logo-white.svg\" alt=\"Quotanda\" class=\"wp-image-22171\" style=\"width:auto;height:32px\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-card-dark is-animate-stop has-background wp-container-content-1559d078 is-vertical is-layout-flex wp-container-core-group-is-layout-e627be86 wp-block-group-is-layout-flex is-style-card-dark--22\" style=\"background-color:#f2a900\">\n<h3 class=\"wp-block-heading\">Fundae<\/h3>\n\n\n\n<p class=\"wp-container-content-9cfa9a5a wp-block-paragraph\">Pay for your training through the Spanish Employment Training Foundation. Aimed at active workers who wish to finance their program through the subsidized training program.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/fundae-logo-white.svg\" alt=\"Fundae\" class=\"wp-image-22172\" style=\"width:auto;height:32px\"\/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n\n\n\n<section class=\"wp-block-group alignwide is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide is-style-section-inner is-animate-group-fadeInUp is-layout-flow wp-block-group-is-layout-flow is-style-section-inner--25\">\n<h2 class=\"wp-block-heading\">Admissions Process<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Nuestros <strong>alumnos<\/strong> se caracterizan por su <strong>pasi\u00f3n por la tecnolog\u00eda<\/strong>. <strong>El proceso de admisi\u00f3n se centra en qui\u00e9n eres<\/strong>, c\u00f3mo piensas, qu\u00e9 has logrado y compartir tus metas. <strong>El objetivo es conocerte mejor<\/strong>, identificar aquello que te hace \u00fanico y\u00a0<strong>asegurarnos que el modelo educativo de IMMUNE encaja con tu perfil<\/strong>.<\/p>\n\n\n\n<div class=\"wp-block-group is-layout-grid wp-container-core-group-is-layout-d355d4b5 wp-block-group-is-layout-grid\">\n<div class=\"wp-block-group is-style-card-light is-animate-stop is-layout-constrained wp-block-group-is-layout-constrained is-style-card-light--26\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"630\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-1-1024x630.webp\" alt=\"Application for admission\" class=\"wp-image-241\" style=\"object-fit:contain;width:256px;height:128px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-1-1024x630.webp 1024w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-1-256x157.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-1-512x315.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-1-768x472.webp 768w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-1-18x12.webp 18w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-1.webp 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">1. Application<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-card-light is-animate-stop is-layout-constrained wp-block-group-is-layout-constrained is-style-card-light--27\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"660\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-2-1024x660.webp\" alt=\"Personal interview\" class=\"wp-image-242\" style=\"object-fit:contain;width:256px;height:128px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-2-1024x660.webp 1024w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-2-256x165.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-2-512x330.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-2-768x495.webp 768w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-2-18x12.webp 18w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-2.webp 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">2. Personal interview<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-card-light is-animate-stop is-layout-constrained wp-block-group-is-layout-constrained is-style-card-light--28\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"948\" height=\"696\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-3.webp\" alt=\"Academic committee\" class=\"wp-image-243\" style=\"object-fit:contain;width:256px;height:128px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-3.webp 948w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-3-256x188.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-3-512x376.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-3-768x564.webp 768w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-3-16x12.webp 16w\" sizes=\"(max-width: 948px) 100vw, 948px\" \/><figcaption class=\"wp-element-caption\">3. Academic committee<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-card-light is-animate-stop is-layout-constrained wp-block-group-is-layout-constrained is-style-card-light--29\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"717\" src=\"https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-4-1024x717.webp\" alt=\"Registration number\" class=\"wp-image-244\" style=\"object-fit:contain;width:256px;height:128px\" srcset=\"https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-4-1024x717.webp 1024w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-4-256x179.webp 256w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-4-512x358.webp 512w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-4-768x538.webp 768w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-4-18x12.webp 18w, https:\/\/immune.institute\/wp-content\/uploads\/2024\/08\/admission-4.webp 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">4. Enrollment<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-group has-background-color has-dark-background-color has-text-color has-background has-link-color wp-elements-3 is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide is-style-section-inner is-layout-flow wp-block-group-is-layout-flow is-style-section-inner--30\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><nav style=\"--separator: &quot;\/&quot;\" class=\"wp-block-breadcrumbs\" aria-label=\"Breadcrumbs\"><ol><li><a href=\"https:\/\/immune.institute\/en\/\">Home<\/a><\/li><li><a href=\"https:\/\/immune.institute\/en\/programas\/\">Programs<\/a><\/li><li><span aria-current=\"page\">Data Science &amp; Business Analytics<\/span><\/li><\/ol><\/nav><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull is-modal-box has-overlay-dark-background-color has-background is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-7e0c589c wp-block-group-is-layout-flex\" id=\"metodologia\" style=\"margin-top:var(--wp--preset--spacing--0);padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-group alignwide is-style-card-light wp-container-content-9cfa9a5a is-layout-flow wp-block-group-is-layout-flow is-style-card-light--31\">\n<div class=\"wp-block-group is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-group-is-layout-0e79bd9f wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">Learning By Doing Methodology<\/p>\n\n\n\n<style data-wp-block-html=\"css\">\n.is-modal-close { cursor: pointer; }\n<\/style>\n\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"icon icon-tabler icons-tabler-outline icon-tabler-x is-modal-close\"><path stroke=\"none\" d=\"M0 0h24v24H0z\" fill=\"none\"><\/path><path d=\"M18 6l-12 12\"><\/path><path d=\"M6 6l12 12\"><\/path><\/svg>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">The methodology of the Online Master's in Data Science is based on the practical application of knowledge and skills. Learning is built from projects, cases, and exercises that allow competencies to be consolidated progressively.<\/p>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Maestr\u00eda Oficial en Data Science &#038; Business Analytics en IMMUNE: especial\u00edzate en an\u00e1lisis de datos y toma decisiones basadas en insights estrat\u00e9gicos.<\/p>","protected":false},"featured_media":29921,"parent":0,"menu_order":2,"template":"","meta":{"_acf_changed":false,"footnotes":""},"area":[241],"class_list":["post-334","programas","type-programas","status-publish","has-post-thumbnail","hentry","area-data-science"],"acf":[],"_links":{"self":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/programas\/334","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/programas"}],"about":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/types\/programas"}],"version-history":[{"count":0,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/programas\/334\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/media\/29921"}],"wp:attachment":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/media?parent=334"}],"wp:term":[{"taxonomy":"area","embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/area?post=334"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}