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aria-labelledby="radix-:R1cjjttrkva:-trigger-Executive Education" hidden="" id="radix-:R1cjjttrkva:-content-Executive Education" tabindex="0" class="mt-2 ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 flex flex-col max-w-[1128px] mx-auto"></div></div></div><div class="pt-0 pb-6 fullwidth bg-putty-100"><h3 class="mb-8 mt-0 text-2xl">Related Topics</h3><div class="flex gap-3 overflow-x-auto scroll-smooth not-prose"></div><div class="pt-4"></div></div><a class="subnav-item -mt-1" name="Featured Excel Courses" id="featured-excel-courses"></a><div class="flex flex-col gap-2 pb-10"><div class="Default_content__HO8we"><div id=""><h3>Excel tutorial course curriculum</h3><p>If you’re new to Excel, an introductory course can help get you up to speed quickly on Excel basics. Online Excel courses may explore how to set up an Excel sheet, perform basic calculations, use formulas, and create data visualizations with charts and graphs. </p><p>More advanced Excel courses may cover statistics, probability, random variables, Excel VBA, sampling, pivot tables, VLOOKUP, and hypothesis testing. Even those with ample Excel experience may find new ways to use the program by taking an online course and learning Excel for beginners with the added support of instructors and other resources.</p><p>No matter your experience level, edX has a wide variety of online Excel training courses and other learning options for individuals of all backgrounds.</p></div></div><a class="subnav-item -mt-1" name="Jobs that use Excel" id="jobs-that-use-excel"></a><div class="Default_content__HO8we"><div id=""><h2>Jobs that use Excel</h2><p>Microsoft Excel was designed to support accounting functions, making it a long-time industry staple. This knowledge can also be useful to professionals in other fields. For example, retail managers can create streamlined methods for tracking inventory or managing budgets. Administrators can track workplace trends to better understand and serve staff members. Even busy parents can use the power of spreadsheets to delegate household tasks and keep track of appointments.</p><p>Today, proficiency in Excel is typically needed for roles in business analytics, data analysis, and statistics. Having a <a class="text-link underline" href="https://www.edx.org/bachelors/computer-data-sciences">bachelor’s in data science</a> degree or even <a class="text-link underline" href="https://www.edx.org/masters/data-science">master’s in data science</a> or a related field will be helpful in your search for data-focused roles that use Excel. An online <span data-boot-camp-link="https://www.edx.org/boot-camps/data-analytics">data analytics boot camp</span> may also teach you how to use Excel.</p><p>Advanced Excel trainings can help you build knowledge needed for roles such as:</p><ul><li><p><b>Data analysts,</b> who collect and analyze data to make informed business decisions. They gather data for interpretation and analysis, then develop strategies to optimize statistical efficiency and quality.<sup><a href="#B71CP0xOMZtsMZEY5WgKm">1</a></sup> Data analysts use their knowledge of Excel to work with large quantities of data on a daily basis. </p></li><li><p><b>Financial analysts, </b>who use financial data to help individuals and organizations attain maximum profit. They primarily research, consolidate, and analyze numerical data to assist companies in making financially sound business decisions. Excel is an important tool for these working professionals, as they use this application to track important metrics like annual revenue and spending. For this reason, they're often expected to stay organized and know Excel inside and out.<sup><a href="#5Yz4adWDhDfWHZ7rSBaXqt">2</a></sup></p></li><li><p><b>Accountants,</b> who help businesses in every industry make critical financial decisions. They perform financial audits, reconcile bank statements, and check that financial records are accurate throughout the year.<sup><a href="#7qRyh0pd1zrweKBrXhYIbM">3</a></sup> To succeed in their profession, accountants need to analyze financial data on a regular basis. In order to do this, they may need to be proficient in Excel. </p></li><li><p><b>Web programmers and software developers,</b> who have found Excel to be a useful skill. Many programmers use this application to document certain aspects of their programs, or to calculate how their program will react under different circumstances.<sup><a href="#5f5M1tusuh2zuP6HnLd9Lx">4</a></sup> In addition to getting up to speed with Excel, skills from a <span data-boot-camp-link="https://www.edx.org/boot-camps/coding">coding boot camp</span> can be beneficial for aspiring web programmers. </p></li></ul><h3>Become an Excel expert online</h3><p>You can brush up on your Excel knowledge through an online course or <span data-boot-camp-link="https://www.edx.org/boot-camps">boot camp</span> that teaches both fundamental and advanced skills. For someone new to Excel, a boot camp offers learners a flexible educational experience to learn Excel as part of their coursework in as short as a few months. </p><p>For a more advanced learner, earning a <a class="text-link underline" href="http://edx.org/bachelors/">bachelor’s</a> or <a class="text-link underline" href="https://www.edx.org/masters">master’s</a> degree in data science, computer science, or a related field will be helpful on your journey to mastering Excel. These degree programs may teach the necessary prerequisites for a variety of analytical roles. As you begin your search, you will find that each job is different and has its own unique hiring requirements.</p></div></div></div><div class="fullwidth max-w-none py-12 md:py-16 not-prose bg-primary-gradient"><div class="container"><h2 class="text-4xl md:text-6xl my-5 text-white italic"><span class="text-primary-foreground">More opportunities</span> for you to learn</h2><p class="text-lg leading-9 text-white">We've added 500+ learning opportunities to create one of the world's most comprehensive free-to-degree online learning platforms.</p><ul class="block md:grid md:grid-cols-2 md:gap-x-[100px] mx-auto lg:grid-cols-3"></ul></div></div><a class="subnav-item -mt-1" name="Excel FAQ" id="excel-f-a-q"></a><a class="subnav-item" id="frequently-asked-questions"></a><div class="flex flex-col py-4 lg:pt-16"><h2 class="mt-2 mb-4 text-3xl font-bold">Frequently Asked Questions</h2><div class="flex flex-col gap-3 [&_button]:no-underline [&_button]:text-gray-dark [&_button:hover]:text-gray-dark" data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="border-b AccordionTextItem_item__adF2E AccordionTextItem_item__adF2E"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:Rjasjjttrkva:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:R3asjjttrkva:" class="flex flex-1 gap-10 text-left items-center justify-between py-4 text-sm font-medium transition-all hover:underline [&[data-state=open]>svg]:rotate-180 AccordionTextItem_trigger__CiZ_J AccordionTextItem_trigger__CiZ_J" data-radix-collection-item=""><span>How long does it take to learn Excel?</span><svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 shrink-0 text-primary-500 transition-transform duration-200"><path d="M3.13523 6.15803C3.3241 5.95657 3.64052 5.94637 3.84197 6.13523L7.5 9.56464L11.158 6.13523C11.3595 5.94637 11.6759 5.95657 11.8648 6.15803C12.0536 6.35949 12.0434 6.67591 11.842 6.86477L7.84197 10.6148C7.64964 10.7951 7.35036 10.7951 7.15803 10.6148L3.15803 6.86477C2.95657 6.67591 2.94637 6.35949 3.13523 6.15803Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"></path></svg></button></h3><div data-state="closed" id="radix-:Rjasjjttrkva:" hidden="" role="region" aria-labelledby="radix-:R3asjjttrkva:" data-orientation="vertical" class="overflow-hidden text-sm data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-b AccordionTextItem_item__adF2E AccordionTextItem_item__adF2E"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:Rlasjjttrkva:" aria-expanded="false" data-state="closed" 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role="region" aria-labelledby="radix-:R5asjjttrkva:" data-orientation="vertical" class="overflow-hidden text-sm data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-b AccordionTextItem_item__adF2E AccordionTextItem_item__adF2E"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:Rnasjjttrkva:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:R7asjjttrkva:" class="flex flex-1 gap-10 text-left items-center justify-between py-4 text-sm font-medium transition-all hover:underline [&[data-state=open]>svg]:rotate-180 AccordionTextItem_trigger__CiZ_J AccordionTextItem_trigger__CiZ_J" data-radix-collection-item=""><span>Which jobs require Excel skills?</span><svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 shrink-0 text-primary-500 transition-transform duration-200"><path d="M3.13523 6.15803C3.3241 5.95657 3.64052 5.94637 3.84197 6.13523L7.5 9.56464L11.158 6.13523C11.3595 5.94637 11.6759 5.95657 11.8648 6.15803C12.0536 6.35949 12.0434 6.67591 11.842 6.86477L7.84197 10.6148C7.64964 10.7951 7.35036 10.7951 7.15803 10.6148L3.15803 6.86477C2.95657 6.67591 2.94637 6.35949 3.13523 6.15803Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"></path></svg></button></h3><div data-state="closed" id="radix-:Rnasjjttrkva:" hidden="" role="region" aria-labelledby="radix-:R7asjjttrkva:" data-orientation="vertical" class="overflow-hidden text-sm data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-b AccordionTextItem_item__adF2E AccordionTextItem_item__adF2E"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:Rpasjjttrkva:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:R9asjjttrkva:" class="flex flex-1 gap-10 text-left items-center justify-between py-4 text-sm font-medium transition-all hover:underline [&[data-state=open]>svg]:rotate-180 AccordionTextItem_trigger__CiZ_J AccordionTextItem_trigger__CiZ_J" data-radix-collection-item=""><span>What Excel skills do employers look for?</span><svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 shrink-0 text-primary-500 transition-transform duration-200"><path d="M3.13523 6.15803C3.3241 5.95657 3.64052 5.94637 3.84197 6.13523L7.5 9.56464L11.158 6.13523C11.3595 5.94637 11.6759 5.95657 11.8648 6.15803C12.0536 6.35949 12.0434 6.67591 11.842 6.86477L7.84197 10.6148C7.64964 10.7951 7.35036 10.7951 7.15803 10.6148L3.15803 6.86477C2.95657 6.67591 2.94637 6.35949 3.13523 6.15803Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"></path></svg></button></h3><div data-state="closed" id="radix-:Rpasjjttrkva:" hidden="" role="region" aria-labelledby="radix-:R9asjjttrkva:" data-orientation="vertical" class="overflow-hidden text-sm data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-b AccordionTextItem_item__adF2E AccordionTextItem_item__adF2E"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:Rrasjjttrkva:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:Rbasjjttrkva:" class="flex flex-1 gap-10 text-left items-center justify-between py-4 text-sm font-medium transition-all hover:underline [&[data-state=open]>svg]:rotate-180 AccordionTextItem_trigger__CiZ_J AccordionTextItem_trigger__CiZ_J" data-radix-collection-item=""><span>Is learning advanced Excel worth it?</span><svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 shrink-0 text-primary-500 transition-transform duration-200"><path d="M3.13523 6.15803C3.3241 5.95657 3.64052 5.94637 3.84197 6.13523L7.5 9.56464L11.158 6.13523C11.3595 5.94637 11.6759 5.95657 11.8648 6.15803C12.0536 6.35949 12.0434 6.67591 11.842 6.86477L7.84197 10.6148C7.64964 10.7951 7.35036 10.7951 7.15803 10.6148L3.15803 6.86477C2.95657 6.67591 2.94637 6.35949 3.13523 6.15803Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"></path></svg></button></h3><div data-state="closed" id="radix-:Rrasjjttrkva:" hidden="" role="region" aria-labelledby="radix-:Rbasjjttrkva:" data-orientation="vertical" class="overflow-hidden text-sm data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-b AccordionTextItem_item__adF2E AccordionTextItem_item__adF2E"><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-:Rtasjjttrkva:" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-:Rdasjjttrkva:" class="flex flex-1 gap-10 text-left items-center justify-between py-4 text-sm font-medium transition-all hover:underline [&[data-state=open]>svg]:rotate-180 AccordionTextItem_trigger__CiZ_J AccordionTextItem_trigger__CiZ_J" data-radix-collection-item=""><span>Is getting certified in Excel worth it?</span><svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4 shrink-0 text-primary-500 transition-transform duration-200"><path d="M3.13523 6.15803C3.3241 5.95657 3.64052 5.94637 3.84197 6.13523L7.5 9.56464L11.158 6.13523C11.3595 5.94637 11.6759 5.95657 11.8648 6.15803C12.0536 6.35949 12.0434 6.67591 11.842 6.86477L7.84197 10.6148C7.64964 10.7951 7.35036 10.7951 7.15803 10.6148L3.15803 6.86477C2.95657 6.67591 2.94637 6.35949 3.13523 6.15803Z" fill="currentColor" fill-rule="evenodd" clip-rule="evenodd"></path></svg></button></h3><div data-state="closed" id="radix-:Rtasjjttrkva:" hidden="" role="region" aria-labelledby="radix-:Rdasjjttrkva:" data-orientation="vertical" class="overflow-hidden text-sm data-[state=closed]:animate-accordion-up data-[state=open]:animate-accordion-down" style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div></div></div><ol><li id="B71CP0xOMZtsMZEY5WgKm"><p><a class="text-link underline external" href="https://support.microsoft.com/en-us/office/analyze-data-in-excel-3223aab8-f543-4fda-85ed-76bb0295ffc4" target="_blank" rel="noopener noreferrer">Analyze Data in Excel</a>. (n.d.) <i>Microsoft Support. </i>Retrieved December 22, 2022.</p></li><li id="5Yz4adWDhDfWHZ7rSBaXqt"><p><a class="text-link underline external" href="https://www.investintech.com/resources/blog/archives/7410-7-ideal-jobs-for-excel-users.html" target="_blank" rel="noopener noreferrer">7 Ideal Jobs For Excel Users</a>. (n.d.) <i>Invest In Tech</i>. Retrieved December 13, 2022.</p></li><li id="7qRyh0pd1zrweKBrXhYIbM"><p><a class="text-link underline external" href="https://www.linkedin.com/pulse/six-6-must-have-excel-skills-accounts-finance-audit-newton-i-yakubu/" target="_blank" rel="noopener noreferrer">Six (6) Must-Have Excel Skills for Accounts, Finance & Audit Professionals</a>. (2017). <i>LinkedIn.</i> Retrieved December 22, 2022.</p></li><li id="5f5M1tusuh2zuP6HnLd9Lx"><p><a class="text-link underline external" href="https://www.techrepublic.com/article/how-microsoft-office-is-useful-for-developers/" target="_blank" rel="noopener noreferrer">How Microsoft Office Is Useful For Developers</a>. 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(n.d.) \",[\"$\",\"i\",\"2\",{\"children\":\"Microsoft Support. \"}],\"Retrieved December 22, 2022.\"]}]}],[\"$\",\"li\",\"1\",{\"id\":\"5Yz4adWDhDfWHZ7rSBaXqt\",\"children\":[\"$\",\"p\",null,{\"children\":[[\"$\",\"a\",\"0\",{\"className\":\"text-link underline external\",\"href\":\"https://www.investintech.com/resources/blog/archives/7410-7-ideal-jobs-for-excel-users.html\",\"target\":\"_blank\",\"rel\":\"noopener noreferrer\",\"children\":\"7 Ideal Jobs For Excel Users\"}],\". (n.d.) \",[\"$\",\"i\",\"2\",{\"children\":\"Invest In Tech\"}],\". Retrieved December 13, 2022.\"]}]}],[\"$\",\"li\",\"2\",{\"id\":\"7qRyh0pd1zrweKBrXhYIbM\",\"children\":[\"$\",\"p\",null,{\"children\":[[\"$\",\"a\",\"0\",{\"className\":\"text-link underline external\",\"href\":\"https://www.linkedin.com/pulse/six-6-must-have-excel-skills-accounts-finance-audit-newton-i-yakubu/\",\"target\":\"_blank\",\"rel\":\"noopener noreferrer\",\"children\":\"Six (6) Must-Have Excel Skills for Accounts, Finance \u0026 Audit Professionals\"}],\". (2017). \",[\"$\",\"i\",\"2\",{\"children\":\"LinkedIn.\"}],\" Retrieved December 22, 2022.\"]}]}],[\"$\",\"li\",\"3\",{\"id\":\"5f5M1tusuh2zuP6HnLd9Lx\",\"children\":[\"$\",\"p\",null,{\"children\":[[\"$\",\"a\",\"0\",{\"className\":\"text-link underline external\",\"href\":\"https://www.techrepublic.com/article/how-microsoft-office-is-useful-for-developers/\",\"target\":\"_blank\",\"rel\":\"noopener noreferrer\",\"children\":\"How Microsoft Office Is Useful For Developers\"}],\". (2019). \",[\"$\",\"i\",\"2\",{\"children\":\"TechRepublic. \"}],\"Retrieved December 22, 2022.\"]}]}]]}]]}]]}]}]]}],[\"$\",\"div\",null,{\"className\":\"bg-primary text-primary-foreground pt-16\",\"children\":[\"$\",\"footer\",null,{\"className\":\"flex justify-between max-w-screen-xl mx-auto px-4 pb-4 \",\"children\":[\"$\",\"div\",null,{\"className\":\"flex flex-col w-full\",\"children\":[[\"$\",\"div\",null,{\"className\":\"flex flex-wrap justify-between mb-6 w-full\",\"children\":[[\"$\",\"a\",null,{\"href\":\"/\",\"className\":\"mb-6\",\"children\":[\"$\",\"$L22\",null,{\"src\":\"/trademark-logos/edx-by-2u-white.svg\",\"alt\":\"edX homepage\",\"title\":\"edX homepage\",\"width\":127,\"height\":67,\"className\":\"optanon-category-C0001\",\"data-ot-ignore\":true}]}],[\"$\",\"div\",null,{\"children\":[\"$\",\"div\",null,{\"className\":\"mb-4 justify-center flex flex-row\",\"children\":[[\"$\",\"div\",\"0\",{\"className\":\"mx-2 flex 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All course activities are designed and demonstrated using Windows OS and Microsoft Excel 2016.\u003c/p\u003e343:T41e,\u003cul\u003e\n\u003cli\u003eDistinguir tasas de interés y tasas de descuento efectivas en el período simples, compuestas y utilizar criterios básicos de evaluación de proyectos.\u003c/li\u003e\n\u003cli\u003eComprender la utilidad de los diagramas de flujo para resolver problemas de valoración.\u003c/li\u003e\n\u003cli\u003eUtilice funciones de Microsoft Excel para calcular el valor futuro, el valor presente, las tasas de interés y el número de períodos.\u003c/li\u003e\n\u003cli\u003eEstablecer la relación entre tipos periódicos, tipos nominales y frecuencias de conversión.\u003c/li\u003e\n\u003cli\u003eConvertir correctamente entre diferentes tipos periódicos y tipos nominales\u003c/li\u003e\n\u003cli\u003eUtilice funciones de Excel para la conversión de tasas\u003c/li\u003e\n\u003cli\u003eRealizar correctamente la valoración descontada de flujos de efectivo y proponer ecuaciones de valor equivalente\u003c/li\u003e\n\u003cli\u003eEmplee funciones de Excel para calcular el valor futuro y el valor presente con tasas variables y ecuaciones de valor equivalente y calcule el valor presente neto (VAN) y la tasa "])</script><script>self.__next_f.push([1,"interna de retorno (TIR) de un flujo de efectivo usando MS Excel.\u003c/li\u003e\n\u003c/ul\u003e344:T556,\u003cp\u003e¿Luchas con los datos en tu trabajo? ¿Pierdes tiempo valioso trabajando en muchas hojas de cálculo en Excel para obtener un resumen de tu negocio? ¿Tienes dificultades para obtener un tablero detallado a partir de montones de datos en tu escritorio? ¿Quieres entender cómo analizar Big Data?\u003c/p\u003e\n\u003cp\u003eSi estás buscando mejorar tu eficiencia en la oficina y aumentar tu rendimiento mediante una forma más rápida e inteligente de darle sentido a los datos, utilizando diferentes técnicas de análisis de datos, entonces este curso avanzado de análisis de datos es para ti.\u003c/p\u003e\n\u003cp\u003eSi ya sabes manejar las hojas de cálculo, este curso te ayudará a profundizar tus conocimientos aún más. Aprenderás técnicas avanzadas para un análisis de datos robusto en el ambiente de los negocios. Este curso cubre las principales tareas requeridas hoy por los analistas de datos y Big Data, incluyendo importar, resumir, interpretar, analizar y visualizar datos. Este curso de análisis de datos y estadísticas busca ofrecerte las herramientas que te permitan ser un analista de datos independiente y exitoso. La mayoría de las técnicas se enseñarán en Microsoft Excel 2013 y 2016 con extensiones y herramientas gratuitas disponibles en línea. Te invitamos a utilizar tus propios datos o, a falta de ellos, trabajar con los que provee el equipo del curso.\u003c/p\u003e345:T72a,\u003cp\u003eA self-contained course on the fundamentals of modern optimization with equal emphasis on theory, implementation, and application. We consider linear and nonlinear optimization problems, as well as closely related fields such as network flow models and game-theoretic models in which selfish agents compete for shared resources. We apply these models to real-world scenarios such as routing problems in urban railway management.\u003c/p\u003e\n\u003cp\u003eThe first four weeks of the course consider linear programming (LP). LP is the most fundamental example of convex programming. Despite its simp"])</script><script>self.__next_f.push([1,"licity, a wide range of practical problems can be formulated using LP, and LPs can be solved using efficient algorithms, meaning that LP is of both theoretical and practical importance. We highlight this point in week 3, when we examine the relation between the duality theories of LP and classic problems in game theory, such as the minimax theorem, and study the relationship between solving optimization problems and predicting how rational agents participate in competitive games. In week 4, we explore the minimum cost flow problem, a fundamental network model, and how the simplex method can be tailored to its unique features. Weeks 5 through 7 consider nonlinear, especially convex, optimization problems, also known as nonlinear programs (NLP). We derive the optimality criteria for NLP, and through them understand the connection between LP and NLP. We look at a variety of solution algorithms for NLPs with and without constraints.\u003c/p\u003e\n\u003cp\u003eFinally, in week 8, we put everything together to solve a game-theoretic problem called the routing problem. We simulate a modern subway system, with selfish agents who compete to minimize their travel costs, and use this model to predict the impact of new railway construction on train congestion.\u003c/p\u003e346:T6d6,\u003cp\u003eThe world runs on data more than ever before. Regardless of your profession, data administration, analysis and visualization have become critical skills that are in high demand. Whether you need to make business projections, store inventory, conduct research or gather market intelligence, the ability to make sense of data is increasingly essential.\u003c/p\u003e \r\n\r\n\u003cp\u003eEveryone recognises Microsoft Excel, yet few people use it to its full potential. It’s ubiquity and ability to effectively manage large amounts of data make it an ideal data analysis tool that offers something for everyone. From the fundamentals to advanced use cases, Excel can be your ally when it comes to streamlining tasks and delivering valuable, professional data insights. In this program, even beginners can wor"])</script><script>self.__next_f.push([1,"k their way up to extracting actionable intelligence from raw data, by using Excel’s powerful tools for data manipulation.\u003c/p\u003e \r\n\r\n\u003cp\u003eStarting with the fundamentals, and progressing to advanced data management and analysis, this hands-on Professional Certificate program will equip you with the tools and methodology to master Excel skills. Learn to carry out regular tasks faster than ever before, create models and templates with multiple scenarios, and design professional visualizations and build reports and analysis from raw data extraction.\u003c/p\u003e\r\n \r\n\u003cp\u003eUsing data effectively goes beyond simply understanding a tool’s functionality. Drawing on real-life examples, this program will also help you integrate data analysis into your everyday thinking; to recognise how and when Excel can be used to problem solve and provide valuable insight. Developing this data-centric mindset will give you a truly competitive edge that is valued across industries.\u003c/p\u003e347:Tc75,"])</script><script>self.__next_f.push([1,"\u003cp\u003eLa capacidad de analizar datos complejos y extraer conclusiones de ellos es algo que las empresas, cada vez más orientadas a la mejora del negocio a través del análisis de la ingente cantidad de datos que recogen, demandan de forma creciente a sus ejecutivos. Esto es conocido como inteligencia de negocios (Business Intelligence).\u003c/p\u003e\r\n\r\n\u003cp\u003eCon este programa de Certificación Profesional enfocado en la inteligencia de negocios aprenderás a utilizar Microsoft Excel desde 0, llegando a tener un nivel intermedio en su uso para el análisis y visualización de datos, lo que te ayudará a avanzar en cualquier trabajo que requiera tomar decisiones informadas.\u003c/p\u003e\r\n\r\n\u003cp\u003eEmpezarás con las operaciones básicas de Microsoft Excel, las diferentes funciones y fórmulas que puedes usar y el uso de gráficos y formatos para presentar resultados.\u003c/p\u003e\r\n\r\n\u003cp\u003eLuego conocerás lo que son las tablas de datos, como importar y vincular datos desde distintas fuentes y cómo usar las tablas y gráficos dinámicos para extraer información en este programa informático de Microsoft. También conocerás las herramientas de análisis de hipótesis para la toma de decisiones basadas en datos.\u003c/p\u003e\r\n\r\n\u003cp\u003eEn el tercer curso de Excel resolverás un caso práctico creando un panel gráfico de seguimiento de negocio a partir de datos incluidos en una hoja de cálculo.\u003c/p\u003e\r\n\r\n\u003cp\u003eEste es un certificado profesional que te permite empezar de 0 y conseguir un nivel intermedio de Excel para el tratamiento de datos, terminando con un caso práctico que te permitirá aplicar los conocimientos adquiridos. Si quieres empezar de 0 y conseguir un certificado profesional de nivel avanzado, tienes la opción de este \u003ca href=\"https://www.edx.org/es/professional-certificate/upvalenciax-excel-para-los-negocios\" target=\"_blank\"\u003e otro certificado\u003c/a\u003e, en el que harás los dos primeros cursos de este certificado y luego un mooc de Excel avanzado para el tratamiento de datos.\u003c/p\u003e\r\n\r\n\u003cp\u003eComo los dos primeros cursos son los mismos, puedes empezar con ellos y luego decidir si quieres obtener el certificado avanzado o el intermedio, dependiendo de tercer curso que escojas. Incluso puedes obtener el certificado intermedio haciendo el MOOC del caso práctico y luego, si te ves con ganas, obtener el certificado avanzado haciendo \u003ca href=\"https://www.edx.org/course/excel-avanzado-importacion-y-analisis-de-datos\" target=\"_blank\"\u003e el MOOC de Excel avanzado: importación y análisis de datos\u003c/a\u003e.\u003c/p\u003e\r\n\r\n\u003cp\u003eSi ya tienes un nivel intermedio de Excel y quieres conseguir un certificado de nivel avanzado, tienes la opción de empezar con el mooc del caso práctico \u003ca href=\"https://www.edx.org/course/excel-creacion-de-un-panel-grafico-de-control-empresarial\" target=\"_blank\"\u003e (Excel: Creación de un panel gráfico de control empresarial)\u003c/a\u003e y hacer luego el mooc de \u003ca href=\"https://www.edx.org/course/excel-avanzado-importacion-y-analisis-de-datos\" target=\"_blank\"\u003e Excel avanzado\u003c/a\u003e para conseguir el certificado profesional en \u003ca href=\"https://www.edx.org/professional-certificate/upvalenciax-excel-para-los-negocios-nivel-avanzado\" target=\"_blank\"\u003e Excel para los negocios nivel avanzado\u003c/a\u003e.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"348:T443,\u003cp\u003eEl 83% de las empresas utilizan Microsoft office como herramienta de productividad. Este programa de Certificación Profesional te proporcionará los conocimientos necesarios para desarrollar de forma eficaz la mayoría de las tareas de gestión de una empresa.\u003c/p\u003e\r\n\r\n\u003cp\u003eDominar Microsoft Office es fundamental en cualquier carrera profesional, esta suite ofimática ayuda a las organizaciones a ser más productivas y a ahorrar dinero y tiempo en los diferentes procesos. \u003c/p\u003e\r\n\r\n\u003cp\u003eAprenderás a diseñar presentaciones eficaces con Powerpoint, a manejar funciones avanzadas de Word como la combinación de correspondencia, el control de cambios o el uso de secciones para personalizar documentos y las bases de Microsoft Excel para tratar y presentar datos.\u003c/p\u003e\r\n\r\n\u003cp\u003eEste programa está diseñado para que el estudiante obtenga los conocimientos básicos de Microsoft Office y los pueda aplicar en el ambito profesional. \u003c/p\u003e\r\n\r\n\u003cp\u003eEste programa de Certifiación Profesional está compuesto por tres cursos en línea, uno enfocandose en Excel, otro en Word y uno en Powerpoint. \u003c/p\u003e349:Ta33,"])</script><script>self.__next_f.push([1,"\u003cp\u003eIn today's work environment, it is vital for professionals to interpret the large amount of quantitative information to which they have access, more and more we have to interpret large volumes of data (big data), either by analyzing financial reports, case studies or presenting data effectively. This Professional Certification program, offered by EGADE Business School, the number one school in Mexico and Latin America in Finance and Administration, will give you the opportunity to successfully develop these skills that are highly required by companies in today's job market.\u003c/p\u003e\r\n \r\n\u003cp\u003eWith the help of experts, you will use interactive exercises to learn the fundamentals of mathematics, statististical analysiscs, data science and finance, all applied to business.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe topics covered in this Professional Certification program will allow you to obtain theoretical and practical training at the master's or postgraduate level to better understand the functions of business management; additionally, it will prepare you to continue your studies successfully by deciding to pursue a Master's Degree in Finance or an MBA at EGADE.\u003c/p\u003e\r\n\r\n\u003cp\u003eYou will need prior experience using Microsoft Excel.\u003c/p\u003e\r\n\r\n\u003cp\u003eThis program will provide you with the key concepts you need to make successful managerial decision makings in your company, both in the short term and in the long term. For example, to make financial decisions, monetary decisions or investment decisions, it is necessary to know the interest rate, opportunity costs, master financial models, know the capital budget and working capital, the value of money, risk management.analyze risk. In general, this program will give you the quantitative skills and problem solving skills you need professionally to be successful in real world making business decisions.\u003c/p\u003e\r\n\r\n\u003cp\u003eQuantitative skills like financial modeling give you a framework for creating new tools to compare investment options and determine which will yield the best return based on a set of inputs and assumptions.Corporate finance can help the company in the creation of value, to analyze its financial resources / equity, to know the real assets that the company has, or to select the best investment projects based on the current value of money, and to know the analysis used in the processes.\u003c/p\u003e\r\n\r\n\u003cp\u003eThe program will also cover data science, which helps in making successful operational decisions and managerial decisions based on data analysis, for example, taking into account the information provided by the data you can determine the efficient use of resources.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"34a:T805,"])</script><script>self.__next_f.push([1,"Las habilidades de análisis de datos avanzados son muy solicitadas por las organizaciones, debido a que se desean utilizar los datos para mejorar los resultados de los negocios (business intelligence). Este programa te ayudará a convertirte en un analista de datos ingenioso e independiente que puede ayudar a las organizaciones a cumplir sus objetivos.\u003c/p?\r\n\r\n\u003cp\u003eEl programa de Certificación Profesional en análisis de datos cubre las tareas principales de los analistas de datos expertos – Importar, limpiar, mapear, interpretar y visualizar datos, con especial énfasis en los tableros en tiempo real. Aprenderás técnicas avanzadas y obtendrás nociones sobre los principios de la ciencia de los datos con Microsoft Excel y plugins externos. \u003c/p\u003e\r\n\r\n\u003cp\u003eEl programa está compuesto por dos cursos, uno básico y uno intermedio. Estos cursos te introducirán en los desafíos del análisis de datos real que simulan la complejidad y los desafíos de los analistas de datos en el ambiente de los negocios. Con la Credencial del Programa de Certificación Profesional, podrás demostrar que dominas las herramientas, las técnicas y el procesamiento de datos y podrás aplicar estadísticas para obtener información valiosa sobre los datos. Más aún, podrás indicar que sabes cómo comunicar claramente tus descubrimientos a varios interesados. \u003c/p\u003e\r\n\r\n\u003cp\u003eEste programa de Análisis y Visualización de Datos con Excel es ideal para profesionales interesados en aprender nuevas técnicas y herramientas de Excel a fin de volverse más productivos y eficientes. Las personas de múltiples disciplinas que quieren o comienzan a convertirse en analistas de datos disfrutarán de una introducción invaluable y práctica a esta profesión.\u003c/p\u003e\r\n\r\n\u003cp\u003e\u003cimg alt=\"Instituto Tecnológico de Buenos Aires (ITBA)\" src=\"https://www.edx.org/sites/default/files/itba.png\" style=\" float: left; margin-right: 10px; margin-bottom: 25px\" width=\"150\" /\u003eTUDelft realizó este curso en colaboración con el Instituto Tecnológico de Buenos Aires (ITBA).\u003c/p\u003e\u003cbr /\u003e"])</script><script>self.__next_f.push([1,"34b:Tad1,"])</script><script>self.__next_f.push([1,"\u003cp\u003e\u003cem\u003ePlease Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills you’ve acquired in this course. Enroll to learn more, complete the course and claim your badge!\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis course provides students with the fundamental knowledge required to use Excel spreadsheets to perform basic data analysis.The course consists of several videos, demos, examples, and hands-on labs to help you learn, and ends with a final assignment project which will help you put what you have learned into practice.\u003c/p\u003e\n\u003cp\u003eExcel is an important tool when working with data - whether it is for business, marketing, research, or data analysis purposes. This course is targeted at those people who have ambitions in Data Analytics or Data Scientist roles, as well as those who just have a need to use Excel to perform data analysis in their own company or environment.\u003c/p\u003e\n\u003cp\u003eLearners will gain useful experience in the cleaning and wrangling of data using functions, and in analyzing data using methods such as sorting, filtering, and pivot tables. This course starts with an introduction to spreadsheet applications such as Microsoft Excel and Google Sheets and discusses importing data from multiple different formats. During this introduction you will learn to carry out some basic-level data wrangling and data cleaning tasks and then you will expand your knowledge of data analysis via the use of sorting, filtering, and pivot tables in a spreadsheet.\u003c/p\u003e\n\u003cp\u003eThe emphasis is on applied learning and hands-on practice in this course, and with each hands-on lab, you will gain further experience in the manipulation and handling of data and start to understand the important role that spreadsheets can perform in a data analysis environment. The final assignment project will allow you to apply these newly acquired skills to analyze data in a business scenario. By the end of this course, you will have worked with several data sets and spreadsheets and demonstrated the basics of cleaning and analyzing data all without having to learn any code.\u003c/p\u003e\n\u003cp\u003eThis course makes it simple to get started using Excel for data analysis, as it does not require any previous spreadsheet or code-writing experience. The course also does not require you to perform any software downloads or installations. All that is required is a device with a modern web browser, and the ability to use (or create) a Microsoft account to access Excel online at no-cost. Although the hands-on labs steps are specifically related to using ‘Excel for the web’, if you already have the full desktop version of Excel, you should be able to use that to follow along quite easily with the labs.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"34c:Tab8,"])</script><script>self.__next_f.push([1,"\u003cp\u003e\u003cem\u003ePlease Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills you’ve acquired in this course. Enroll to learn more, complete the course and claim your badge!\u003c/em\u003e\u003c/p\u003e\n\u003cp\u003eThis course provides students with the basics required to create data visualizations and dashboards using both Microsoft Excel and IBM Cognos Analytics. You begin the process of telling a story about your data by creating several basic and advanced charts in Excel and learning how to add them to a digital dashboard. You then become familiar with IBM Cognos Analytics - a popular tool for data visualization and analytics – and learn how to use it to create interactive and informative dashboards. By completing this course, you will gain a basic understanding of using spreadsheets as a tool for data visualization. You will also gain the ability to create effective data visualizations, such as charts or graphs, and you will start to see how they can play a key role in the communication of your data analysis findings to interested parties. All of this can be accomplished without the need to write any code. By the end of this course you will be able to describe common dashboarding tools used by a data analyst, design and create a dashboard in a cloud platform, and begin to raise your level of confidence when creating intermediate level data visualizations.\u003c/p\u003e\n\u003cp\u003eThe emphasis is on applied learning and hands-on practice in this course, and with each hands-on lab, you will gain further experience in the creation of basic and advanced charts and the creation of digital dashboards using both Excel and Cognos Analytics. The final assignment project will allow you to apply these newly acquired skills to create and use data visualizations and add them to a digital dashboard to fulfil a business scenario.\u003c/p\u003e\n\u003cp\u003eThis course makes it simple to get started using Excel and Cognos Analytics to create data\u003cbr /\u003e\nvisualizations and dashboards to help tell a story about your data, and it does not require any previous data analysis or computer science\u003c/p\u003e\n\u003cp\u003eexperience. The course also does not require you to perform any software downloads or installations. All that is required is basic computer literacy, high-school level math, a device with a modern web browser, and the ability to use (or create) a Microsoft account to access Excel online at no-cost, and a basic understanding of Excel spreadsheets. Although the Excel hands-on labs steps are specifically related to using ‘Excel for the web’, if you already have the full desktop version of Excel, you should be able to use that to follow along quite easily with the labs.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"34d:T461,\u003cp\u003eEn este curso de análisis e interpretación de datos te presentaremos técnicas avanzadas de importación de datos y estrategias diversas para consolidarlos y prepararlos una vez importados de forma que puedas extraer las conclusiones que necesitas (basadas en nuestra experiencia en el uso de Microsoft Excel y demostradas con casos reales). \u003c/p\u003e\n\u003cp\u003eTe presentaremos también las nuevas herramientas y técnicas de modelo de datos e importación avanzada incorporados desde Excel 2010 que permiten trabajar de forma mucho más cómoda con grandes volúmenes de datos repartidos en varias tablas y automatizar la importación para no tener que repetir los pasos cada vez que actualices los datos. \u003c/p\u003e\n\u003cp\u003eVeremos también las distintas opciones disponibles a la hora de configurar tablas y gráficos dinámicos en Excel para que sean lo más versátiles posibles y nos permitan analizar distintos escenarios de forma sencilla. \u003c/p\u003e\n\u003cp\u003eEstas herramientas y técnicas de análisis de datos te permitirán implementar inteligencia de negocios (Business Intelligence) en los diferentes proyectos de una organización.\u003c/p\u003e34e:T41f,\u003cp\u003eEste es un curso corto de Microsoft Excel pensado para que, alguien que ya tiene un nivel intermedio/intermedio bajo de Excel, refresque y consolide sus conocimientos realizando un caso práctico de creación de un panel gráfico de datos.\u003c/p\u003e\n\u003cp\u003ePartiendo de una hoja de cálculo que contiene datos sobre la actividad comercial de una empresa, el estudiante irá resumiendo los datos en tablas configurables de forma guiada para acabar construyendo un panel de datos de resumen que permita a los gestores de la empresa tener información sintética de la actividad que les permita tomar decisiones.\u003c/p\u003e\n\u003cp\u003eA lo largo del proceso se van tratando el uso tabular de datos, funciones de búsqueda, consolidación y resumen y, finalmente el uso de tablas y gráficos dinámicos que permiten presentar la información de forma eficiente.\u003c/p\u003e\n\u003cp\u003eEl curso es una herramienta ideal para aquellos que ya conocen Exc"])</script><script>self.__next_f.push([1,"el y quieren refrescar y afianzar sus conocimientos de gestión de datos para usarlos en trabajo diario o para acometer cursos más avanzados.\u003c/p\u003e34f:T771,\u003cp\u003eEste curso de análisis de datos (business intelligence: BI) y estadísticas es para todos aquellos que quieran mejorar sus habilidades en el análisis de datos. ¿Buscas una forma inteligente de visualizar los datos para que tengan sentido? ¿Quieres entender esa colección de datos loca que te dio tu jefe? ¿Tienes Megabytes de sensores de datos para analizar? ¡No te preocupes, de eso nos ocupamos!\u003c/p\u003e\n\u003cp\u003ePor medio de videos y ejercicios prácticos, te enseñaremos técnicas de vanguardia y las mejores prácticas que mejorarán tu análisis de datos y tus habilidades de visualización de datos en Microsoft Excel.\u003c/p\u003e\n\u003cp\u003eProfundizaremos en el análisis de datos con hojas de cálculo: tablas dinámicas, BuscarV, rangos, análisis Y-Si, haciendo gráficos geniales. Todo esto será cubierto en las primeras semanas del curso. Luego, nos enfocaremos en la calidad del modelo de las hojas de cálculo, especialmente en cómo asegurar que tu hoja de cálculo se mantenga libre de errores.\u003c/p\u003e\n\u003cp\u003eFinalmente, una vez que hayamos dominado las hojas de cálculo, explicaremos otras técnicas para guardar y analizar datos. También investigaremos cómo el lenguaje de programación Python puede ayudarnos a analizar y manipular datos en las hojas de cálculo.\u003c/p\u003e\n\u003cp\u003eEste curso del programa de Certificación Profesional se crea usando Excel 2013 y Excel 2016, manteniendo las versiones más actualizadas del sistema de Office, ambos sobre Windows. La mayoría de los ejercicios pueden realizarse usando otro programa de hojas de cálculo y otro sistema operativo, pero no podemos ofrecer un apoyo completo para todas las configuraciones.\u003c/p\u003e\n\u003cp\u003eEl objetivo de este curso es ayudarte a superar los desafíos del análisis de datos en tu trabajo, investigación o estudios. Te invitamos a participar activamente en los foros y a plantear los problemas reales de análisis de datos que a"])</script><script>self.__next_f.push([1,"frontas.\u003c/p\u003e350:T796,\u003cp\u003eThe ability to analyze data is a powerful skill that helps you make better decisions. Microsoft Excel is one of the top tools for data analysis and the built-in pivot tables are arguably the most popular analytic tool.\u003c/p\u003e\r\n\u003cp\u003eIn this course, you will learn how to perform data analysis using Excel's most popular features. You will learn how to create pivot tables from a range with rows and columns in Excel. You will see the power of Excel pivots in action and their ability to summarize data in flexible ways, enabling quick exploration of data and producing valuable insights from the accumulated data.\u003c/p\u003e\r\n\u003cp\u003ePivots are used in many different industries by millions of users who share the goal of reporting the performance of companies and organizations. In addition, Excel formulas can be used to aggregate data to create meaningful reports. To complement, pivot charts and slicers can be used together to visualize data and create easy to use dashboards.\u003c/p\u003e\r\n\u003cp\u003eYou should have a basic understanding of creating formulas and how cells are referenced by rows and columns within Excel to take this course. If required, you can can find many help topics on Excel at the Microsoft Office Support Site. You are welcome to use any supported version of Excel you have installed in your computer, however, the instructions are based on Excel 2016. You may not be able to complete all exercises as demonstrated in the lectures but workarounds are provided in the lab instructions or Discussion forum. Please note that Excel for Mac does not support many of the features demonstrated in this course.\u003c/p\u003e\r\n\u003cp\u003eAfter taking this course you'll be ready to continue to our more advanced Excel course, \u003ca href=\"https://aka.ms/edx-dat206x-about\"\u003eAnalyzing and Visualizing Data with Excel\u003c/a\u003e.\u003c/p\u003e\r\n\u003cp\u003e\u003cstrong\u003e*Note:\u003c/strong\u003e *This course will retire at the end of October. Please enroll only if you are able to finish your coursework in time.\u003c/p\u003e351:T638,\u003cp\u003eDemand for data analysis skills are projected to grow in the U.S. 21% ove"])</script><script>self.__next_f.push([1,"r the next 10 years, over four times the rate of the overall labor market. Fields like Data Science, Data Analytics, and Statistics are expected to grow up to 34%. According to the World Economic Forum, emerging global demand for data analytics skills across occupations is contributing to a “race for talent,” with more jobs available than qualified candidates. According to Burning Glass Technologies research, hybrid, more complex roles which combine field-centric skills with data analysis competencies are up to 40% higher paying than their single-focus counterparts, are high-growth, and immune to the threat of automation.\u003c/p\u003e \r\n\r\n\u003cp\u003eThis Professional Certificate program prepares students, working professionals, and decision makers to become data literate in both their professional and personal lives. In today’s data-driven world, data literacy will transform you into a “data citizen,” allowing you to communicate and make decisions based upon facts with confidence. You will emerge as a champion for a data literate culture.\u003c/p\u003e \r\n\r\n\u003cp\u003eYou will gain an understanding of how using data visualization, big data, data collection, and analytical tools to better understand business challenges and inform the decision-making process.\u003c/p\u003e \r\n\r\n\u003cp\u003eThis program is valuable for students and professionals who want to go beyond data analysis software proficiency to develop the ability to read, write, and communicate using data in context, including an understanding of data sources and constructs.\u003c/p\u003e352:T60d,\u003cp\u003eHoy en día, el análisis de información es vital para la toma de decisiones en las empresas y para medir el desempeño de las mismas, por lo que es importante crear bases de datos que permitan realizar análisis estadísticos simples, bivariados y multivariados.\u003c/p\u003e\r\n\r\n\u003cp\u003eEl programa de Certificación Profesional \u003cb\u003e“Análisis de datos para la toma de decisiones empresariales”\u003c/b\u003e, está integrado por 2 cursos impartidos por el Dr. Samuel Reyes, Vicedecano de la Facultad de Ciencia, Tecnología e Industria de"])</script><script>self.__next_f.push([1," Universidad Galileo y especialista en manejo de datos.\u003c/p\u003e\r\n\r\n\u003cp\u003eEn el primer curso \u003cb\u003e“Análisis estadístico con Excel”\u003c/b\u003e aprenderás los conceptos estadísticos básicos para realizar un análisis aplicado de datos utilizando Excel. \u003c/p\u003e\r\n\r\n\u003cp\u003eEn el segundo curso \u003cb\u003e“Análisis multivariable en SPSS”\u003c/b\u003e conocerás y aplicarás varios métodos de análisis de datos multivariables, para el diseño de productos considerando sus características multi atributos o para segmentar mercados.\u003c/p\u003e\r\n\r\n\u003cp\u003eAl finalizar el \u003cb\u003eprograma de Certificación Profesional de “Análisis de datos para la toma de decisiones empresariales” en la ruta verificada\u003c/b\u003e obtendrás 3 certificados que validarán el conocimiento adquirido en cada uno de los cursos. \u003c/p\u003e\r\n\r\n\u003cp\u003eCertificados verificados a obtener:\r\n\u003cul\u003e\u003cli\u003eAnálisis estadístico con Excel\u003c/li\u003e\r\n\u003cli\u003eAnálisis Multivariable en SPSS\u003c/li\u003e\r\n\u003cli\u003ePrograma de Certificación Profesional de “Análisis de datos para la toma de decisiones empresariales”\u003c/li\u003e\u003c/ul\u003e\r\n\u003c/p\u003e353:T684,\u003cp\u003eExcel is one of the most widely used solutions for analyzing and visualizing data. It now includes tools that enable the analysis of more data, with improved visualizations and more sophisticated business logics. In this data science course, you will get an introduction to the latest versions of these new tools in Excel 2016 from an expert on the Excel Product Team at Microsoft.\u003c/p\u003e\r\n\u003cp\u003eLearn how to import data from different sources, create mashups between data sources, and prepare data for analysis. After preparing the data, find out how business calculations can be expressed using the DAX calculation engine. See how the data can be visualized and shared to the Power BI cloud service, after which it can be used in dashboards, queried using plain English sentences, and even consumed on mobile devices.\u003c/p\u003e\r\n\u003cp\u003eDo you feel that the contents of this course is a bit too advanced for you and you need to fill some gaps in your Excel knowledge? Do you need a better understanding of how pivot tables, p"])</script><script>self.__next_f.push([1,"ivot charts and slicers work together, and help in creating dashboards? If so, check out \u003ca href=\"https://aka.ms/edx-dat205x-about\"\u003eDAT205x: Introduction to Data Analysis using Excel\u003c/a\u003e.\u003c/p\u003e\r\n\u003cp\u003eedX offers financial assistance for learners who want to earn Verified Certificates but who may not be able to pay the fee. To apply for financial assistance, enroll in the course, then follow \u003ca href=\"https://courses.edx.org/financial-assistance/\"\u003ethis link\u003c/a\u003e to complete an application for assistance.\u003c/p\u003e\r\n\u003cp\u003e\u003cstrong\u003e*Note:\u003c/strong\u003e *This course will retire at the end of October. Please enroll only if you are able to finish your coursework in time.\u003c/p\u003e354:T774,\u003cp\u003e”En el mundo moderno, cualquier empresa u organización necesita ser competitiva para permanecer activa en un mercado cambiante, tomar decisiones oportunas es esencial para el éxito de las empresas modernas. Uno de los aspectos que contribuye a esta competitividad es la adecuada gestión de los datos relacionados con sus procesos y la rapidez con la que puede consultarlos, analizarlos y tomar decisiones precisas e informadas.\u003c/p\u003e\n\u003cp\u003eEn este curso de informática nuestro gran aliado será Microsoft Access; un programa de gestión que muchas organizaciones ni siquiera saben que tienen o que existe, pero que es un gran aliado cuando se requiere gestionar Bases de Datos Relacionales (BDR), es decir, almacenar, consultar, relacionar y/o crear tablas relacionadas a través de códigos, de tamaño intermedio, que son incontrolables en hojas de cálculo como Excel.\u003c/p\u003e\n\u003cp\u003eEn este curso online aprenderemos a utilizar Microsoft Access, que es una herramienta muy potente y versátil para crear sistemas de información que gestionen estos datos, creando interfaces de usuario que faciliten el ingreso de datos y la visualización de información útil para el análisis y la toma de decisiones. .\u003c/p\u003e\n\u003cp\u003eEste sistema de gestión de bases de datos, incluido en Microsoft Office, no requiere conocimientos de lenguajes de programación, porque está diseñado para personas di"])</script><script>self.__next_f.push([1,"stintas a los ingenieros de sistemas, que necesitan gestionar bases de datos relativamente grandes y complejas, así como para personas que quieran construir bases de datos moderadamente robustas y Sistemas de información muy potentes, gestionados a través de Intranet.\u003c/p\u003e\n\u003cp\u003eEn este curso de informática también aprenderás a comprender el lenguaje SQL de consultas de Access, para utilizarlo en la segunda parte del programa de certificación “Diseño de software para la toma de decisiones organizacionales”.\u003c/p\u003e355:T5c2,\u003cp\u003eThis is the second of three courses in the Machine Learning Operations Program using Azure Machine Learning.\u003c/p\u003e\n\u003cp\u003eData Science, AI, and Machine Learning projects can deliver an amazing return on investment. But, in practice, most projects that look great in the lab (and would work if implemented!) never see the light of day. They could save or make the organization millions of dollars but never make it all the way into production. What’s going on? It turns out that making decisions in a whole new way is a big challenge to implement--for many technical, business andhuman-naturereasons. After decades of experience though, our team has learned how to turn this around and actually get working models into production the great majority of the time. A key part of deployment is excellence in data engineering, and is why we developed this course: \u003cstrong\u003eMLOps1 (Azure): Deploying AI \u0026amp; ML Models in Production using Microsoft Azure Machine Learning.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eYou will get hands on experience with topics like data pipelines, data and model “versioning”, model storage, data artifacts, and more.\u003c/p\u003e\n\u003cp\u003eMost importantly, by the end of this course, you will know...\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWhat data engineers need to know to work effectively with data scientists\u003c/li\u003e\n\u003cli\u003eHow to embed a predictive model in a pipeline that takes in data and outputs predictions automatically\u003c/li\u003e\n\u003cli\u003eHow to moniter the model’s performance and follow best practices\u003c/li\u003e\n\u003c/ul\u003e356:T8a0,"])</script><script>self.__next_f.push([1,"\u003cp\u003e¿Necesitas incorporar la inteligencia de negocio a tu empresa de forma que te permita analizar cantidades ingentes de datos (big data o macrodatos) para tomar las mejores decisiones?\r\nPower BI Desktop, la herramienta gratuita de análisis de datos de Microsoft te ayudará a conseguirlo con el menor esfuerzo posible. Gartner ha otorgado a Microsoft el reconocimiento de líder en el segmento de plataformas de análisis y business intelligence por decimocuarto año consecutivo en el informe Gartner Magic Quadrant de 2021.\u003c/p\u003e\r\n\r\n\u003cp\u003eMicrosoft Power BI Desktop te ofrece Power Query, una herramienta para importar, limpiar y acondicionar los datos a través de procesos automatizados, el modelo de datos, que te permitirá establecer relaciones entre los datos importados y añadir medidas complejas que sinteticen las conclusiones más importantes y una gran cantidad de visualizaciones que te permitirán presentar estos datos en tiempo real de forma interactiva y conectada y, no solo esto, si necesitas trabajar en equipo te ofrece una potente herramienta colaborativa en la nube (de pago) que, además, se integra con las herramientas de Microsoft Office y Teams.\u003c/p\u003e\r\n\r\n\u003cp\u003eEn este programa de Certificación Profesional conocerás cuáles son los componentes de una de las mejores herramientas de inteligencia empresarial, Power BI: Power BI Desktop para generar los informes, el servicio de Power BI en la nube para compartirlos y la aplicación móvil para hacer el seguimiento de tus datos en cualquier parte.\u003c/p\u003e\r\n\r\n\u003cp\u003eTe contaremos en profundidad cómo usar Power Query para automatizar la carga y adaptación de datos de cualquier fuente (ficheros de texto, servidores en la red, pdfs), cómo relacionar los datos importados y crear potentes medidas de forma rápida que sinteticen la información que necesitas y cómo visualizar los datos para que proporcionen la información de un solo vistazo. Todo ello con casos prácticos en los que podrás probar tus conocimientos recién adquiridos.\r\nTambién trataremos el servicio de Power BI en la nube y sus capacidades para el trabajo colaborativo, para que puedas aprovechar al máximo el potencial de la inteligencia de datos obtenida.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"357:T979,"])</script><script>self.__next_f.push([1,"\u003cp\u003eDebido a la inmediatez, la transformación digital y el nivel de competencia en que vivimos ya sea como individuos o como organizaciones, la orientación a resultados a corto plazo nos lleva a la necesidad de implementar posturas y métodos ágiles para atender nuestros retos con excelencia técnica. \u003c/p\u003e\n\u003cp\u003eEl Agile Coaching es un modelo de gestión que ayuda a las organizaciones a traspasar fronteras y a crear una cultura de mejora continua en todos sus ámbitos formando equipos ágiles de trabajo. Al incorporar ideas de metodologías ágiles y su iteración, las personas actúan con rapidez y prontitud, son capaces de crear, se sienten orgullosos de los resultados obtenidos. A la par, las organizaciones cosechan los beneficios de equipos de trabajo que tienen libertad en el proceso de desarrollo, entregas parciales y ejecución, que a la vez son responsables con la entrega del producto final. \u003c/p\u003e\n\u003cp\u003eLa implantación de Agile Coaching propicia gran innovación en el ciclo de vida de las empresas y fomenta una cultura de excelencia, brindando una ventaja competitiva.\u003c/p\u003e\n\u003cp\u003eLa implementación de metodologías ágiles es un gran sistema de trabajo por el que apuestan cada vez más grandes empresas como Amazon, Google o Microsoft, que les ha permitido desarrollo de proyectos de forma ágil y con un resultado final exitoso. Siendo la clave del éxito la correcta gestión de proyectos al organizar y dividir en pequeñas partes el trabajo de una mejor manera entre diferentes equipos multidisciplinares.\u003c/p\u003e\n\u003cp\u003eIncorporar la metodología agile no es de uso exclusivo para el desarrollo de software o empresas de tecnología, es una filosofía aplicable a todos los ámbitos que de igual forma te permite lograr la satisfacción del cliente. Tan diversa que se puede aplicar tanto en un equipo de desarrollo como para la creación de anuncios efectivos en redes sociales, generando una ventaja competitiva en las empresas.\u003c/p\u003e\n\u003cp\u003eEn primer lugar, en este curso conocerás los antecedentes de la llamada cultura ágil, diferentes modelos y marcos teóricos, así como formas de aplicar los conceptos de mejora continua y los beneficios derivados para el usuario final. Identificarás cuál es la importancia de un Agile Coach dentro de la organización y aprenderás diferentes técnicas y herramientas que éste utiliza para el desarrollo de las personas dentro de una cultura organizacional ágil.\u003c/p\u003e"])</script><script>self.__next_f.push([1,"358:T4d0,\u003cp\u003ePowerShell es un intérprete de órdenes (o shell) y un lenguaje de scripting, diseñado por Microsoft de manera específica para la administración de sistemas operativos. Su principal objetivo es ofrecer a administradores de sistemas y usuarios avanzados una herramienta potente, versátil y eficiente con la que controlar, administrar y automatizar tareas en el sistema, como complemento o alternativa al uso de herramientas gráficas de administración. Originalmente denominado Windows PowerShell y centrado exclusivamente en sistemas Windows y Windows Server, hoy en día PowerShell ha ampliado su radio de acción inicial y ofrece soporte a otras familias de sistemas operativos, como Linux o MacOS.\u003c/p\u003e\n\u003cp\u003eEste curso introductorio permitirá al estudiante familiarizarse con los principales conceptos y funcionalidades de PowerShell y, a partir de ahí, mejorar sustancialmente su capacidad de gestionar e interactuar con el sistema, tanto directamente desde la consola como mediante la implementación de scripts para automatizar tareas administrativas. El curso está centrado en entornos Windows, pero buena parte de sus contenidos son genéricos y por tanto aplicables a otros sistemas compatibles con PowerShell.\u003c/p\u003e359:T622,\u003cp\u003eAs the world becomes more data driven, future-focused professionals need to develop the quantitative skills to inform corporate decision-making and managerial strategy. Guided by experts from the London School of Economics and Political Science (LSE), this online certificate course empowers you with the knowledge and practical tools to understand, interpret, and communicate data relevant to your role and organization. \u003c/p\u003e\n\u003cp\u003eDevelop an understanding of how data-driven models can improve your ability to make decisions in a fast-paced world. Over the course of eight weeks, you’ll participate in a capstone project and apply the techniques and concepts covered to extract business insights from a real data set. You’ll also gain experience using Tableau —– a leading business intell"])</script><script>self.__next_f.push([1,"igence and data analytics software —– to visualize and report on insights extracted from data sets. \u003c/p\u003e\n\u003cp\u003eThis LSE course will equip managers and analysts in a variety of industries with the skills to make data-driven decisions. Marketing and sales analysts will gain the ability to extract and interpret key business insights for competitive advantage. Similarly, finance, HR, and business analysts will develop data analysis skills that can be directly applied in their role and organization. There are no formal prerequisites for this course, but some numerical literacy is advantageous, as well as a basic working knowledge of Microsoft Excel. You’ll be granted a student license to download and use Tableau free of charge, for the duration of the course.\u003c/p\u003e35a:T684,\u003cp\u003eWith more and more businesses relying on statistical analysis to drive decision-making, the ability to extract meaning from data has become a highly valued skill. Data analysts play a key role in helping business leaders make informed choices, distinguish between effective and ineffective practices, cut costs, and solve key problems — they are, therefore, an integral part of any successful organizational team.\u003c/p\u003e\n\u003cp\u003eThe Data Analysis online short course from the University of Cape Town (UCT) will introduce you to the fundamentals of data analysis and the broader potential of analytics in business. Over the course of eight modules, you’ll learn how data is collected, stored, organized, analysed, and interpreted, and you’ll be given the chance to practice data analysis techniques on real-world data sets. Ultimately, you’ll walk away with practical skills that you can apply immediately in your organization to address specific business needs in the areas of finance, sales, marketing, operational management, and human resource management.\u003c/p\u003e\n\u003cp\u003eAnyone interested in moving into the realms of data science and analytics will find this UCT online short course useful. The content is geared towards those eager to update their skill sets to remai"])</script><script>self.__next_f.push([1,"n relevant, as well as established professionals looking to unlock new opportunities within or outside their current organizations. Data analysts, and others who already work with data, can add to existing certifications by learning how to better leverage numbers to achieve results and drive growth. Students will need access to Microsoft Excel to complete the practical components of the course.\u003c/p\u003e35b:T610,\u003cp\u003eAs the increase in data changes the way in which organizations operate, professionals with a hybrid blend of analytical skills and domain-specific expertise are required to propel data-driven business decisions. In the Rice University Data Analysis and Visualization online short course, you’ll develop the skills and knowledge to effectively analyze, visualize, and communicate data insights within your organization. \u003c/p\u003e\n\u003cp\u003eGuided by industry experts, you’ll discover how to navigate technical tools such as Tableau, SQL, and VBA. Learn to harness the fundamentals of data analysis such as advanced Excel functions, databases, and practical statistics. Through data-driven insights and effective visualization techniques, you’ll learn to communicate effectively with stakeholders through data storytelling.\u003c/p\u003e\n\u003cp\u003eThis course is designed for professionals in data-driven roles, for decision makers who need to leverage data effectively, and for those interested in moving into these spaces. Functional analysts will further their ability to inform specific functions and business decisions, while managers will benefit from the ability to use analytics tools in their decision making. Any professional interested in taking the first steps toward an analytical role will also benefit from a new understanding of data analysis and visualization.\u003c/p\u003e\n\u003cp\u003eA basic proficiency in Excel is recommended, and while there are no prerequisites for this course, it’s recommended that students have a basic understanding of SQL before registering.\u003c/p\u003e35c:T68f,\u003cp\u003eThe transformative power of data and analytics has never been more importa"])</script><script>self.__next_f.push([1,"nt than it is today. Companies increasingly need to deliver insights on customer experience and business trends to remain competitive in the market.\u003c/p\u003e\n\u003cp\u003eThe Business Analytics online short course from the University of Cape Town (UCT) aims to equip you with advanced data analysis techniques to support business decision making and critical thinking in times of ambiguity and uncertainty.\u003c/p\u003e\n\u003cp\u003eThis course focuses on practical business application by showing you how to harness data visualization and storytelling to interpret number sets, identify patterns, and uncover business trends critical to driving growth in your organization.\u003c/p\u003e\n\u003cp\u003eBy practically engaging with various analytical tools (such as SQL and Tableau, as well as Python on an introductory level), this course will empower you to tap into the power of business intelligence to transform your data and deliver actionable insights.\u003c/p\u003e\n\u003cp\u003eAs this is an advanced course, it’s ideal for practicing analysts who want to update their knowledge, grow their careers, and improve their ability to impact business decisions with data insights. It’s also designed for those who aspire to become data scientists and for managers and senior decision makers who want to learn how to leverage data to make informed choices and add more value to their organizations. While there are no prerequisites for this course, it’s recommended that learners have a basic understanding of statistics and analytics before registering. Notably, students will engage with and run code via an IDE notebook but won’t have to write code themselves.\u003c/p\u003e35d:Ta49,"])</script><script>self.__next_f.push([1,"\u003cp\u003eDuration: 6 weeks (excluding orientation)\u003c/p\u003e\n\u003cp\u003eEffective data visualisation and storytelling has the power to transform complex data into impactful insights that guide informed decision-making. This crucial skill enables businesses to spot patterns, make strategic decisions, and predict future trends, helping them to build data-driven growth and success.\u003c/p\u003e\n\u003cp\u003eUnearth the power of data with the \u003cstrong\u003eApplied Data Visualisation and Analysis for Business\u003c/strong\u003e online certificate course from the London School of Economics and Political Science (LSE). Over six weeks, you'll learn the art of converting raw data into captivating visual narratives using Tableau. You’ll also be armed with a suite of econometric and statistical modelling tools in Microsoft Excel. Guided by experts, you’ll gain a deep understanding of the technical details that support effective data visualisations and the expertise needed to thrive in a data-centric environment. \u003c/p\u003e\n\u003cp\u003eThis course is intended for business professionals seeking to boost their technical data visualisation and analysis skill set and grow their ability to influence decision-makers through data storytelling. It's also appropriate for those wishing to enhance their mastery of data visualisation using Tableau and data modelling using Excel. \u003c/p\u003e\n\u003cp\u003eThose interested in the course should ideally be familiar with Tableau basics (the interface, connecting to datasets, and creating basic visualisations) and introductory statistical concepts. There will, however, be a light refresher on these concepts in the course material.\u003c/p\u003e\n\u003cp\u003eIf you don’t have these skills yet, or feel you could benefit from a more-in depth refresher, the LSE \u003ca href=\"https://www.getsmarter.com/products/lse-data-analysis-for-management-online-certificate-course\" target=\"_blank\"\u003eData Analysis for Management\u003c/a\u003e online certificate course can provide you with Tableau fundamentals.\u003c/p\u003e\n\u003cp\u003e\u003cimg alt=\"\" src=\"https://www.getsmarter.com/disk/public/tVYZwNpzsTmzB9pbhBDXkJM1/cpd_accreditation_logo.png\" /\u003e \u003c/p\u003e\n\u003cp\u003eThis Applied Data Visualisation and Analysis for Business online certificate course is certified by the United Kingdom CPD Certification Service, and may be applicable to individuals who are members of, or are associated with, UK-based professional bodies. The course has an estimated 54 hours of learning.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eNote: should you wish to claim CPD activity, the onus is on you. The London School of Economics and Political Science (LSE) and GetSmarter accept no responsibility, and cannot be held responsible, for the claiming or validation of hours or points.\u003c/em\u003e\u003c/p\u003e"])</script><script>self.__next_f.push([1,"35e:T4f8,\u003cp\u003eFinancial modeling skills are used to forecast the financial performance of a business, or to compare it to its industry competitors. The Financial Modelling and Analysis online short course from the University of Cape Town (UCT) introduces you to the fundamental concepts required for Excel-based modeling and forecasting. On it, you’ll develop the skills to create a mathematical model in Microsoft Excel that reflects the historical, current, or projected value or financial performance of an asset, stock, or investment. Guided by expert faculty, you’ll learn to recommend strategic business decisions with the use of financial modeling, and create a discounted cash flow analysis using financial forecasts. \u003c/p\u003e\n\u003cp\u003eBy the end of this course, you’ll have explored how to build revenue models, determine realistic forecast assumptions, and learned how historic data is forecast into the future. \u003c/p\u003e\n\u003cp\u003eAimed at existing and aspiring financial analysts, this course offers critical thinking opportunities and an objective lens for which to understand the financial characteristics and interpretations of businesses. With the ability to calculate, forecast, or estimate financial numbers, you’ll hone the quantitative skills needed to excel in this field.\u003c/p\u003e35f:T5f3,\u003cp\u003eThe Real Estate Economics and Finance online certificate course prepares you to critically evaluate property investment options and make informed decisions based on sound economic and financial theories and research. Through these lenses, you’ll explore the functioning of urban real estate markets with guidance from the London School of Economics and Political Science (LSE) faculty and industry experts. You’ll also learn how to use different techniques to value property and how those valuations and portfolio considerations are used to make informed real estate investment decisions. \u003c/p\u003e\n\u003cp\u003eOver eight weeks, you’ll explore sustainable real estate practices and their value, as well as how best to fund the purchase of a property. 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