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{"componentChunkName": "component---src-packages-open-course-page-template-open-course-detail-page-index-jsx", "path": "/learn/cybersecurity/universidad-galileo-analitica-avanzada-y-seguridad-cibernetica", "result": {"pageContext": {"course": {"updatedAt": "2023-10-18T18:36:04.324136Z", "uuid": "37b8e7ba-3f2e-401a-93c3-7f5c35017269", "title": "Anal\u00edtica avanzada y seguridad cibern\u00e9tica", "shortDescription": "<p>La digitalizaci\u00f3n del sector energ\u00e9tico brinda una gran oportunidad para alcanzar una matriz energ\u00e9tica diversificada y sostenible. Sin embargo existen grandes retos por delante, los cuales pueden ser superados gracias a los avances en los sistemas de anal\u00edtica avanzada.</p>\n<p>Por otra parte, la digitalizaci\u00f3n del sector energ\u00e9tico requiere la implementaci\u00f3n de las mejores pr\u00e1cticas para proteger los sistemas y la informaci\u00f3n de ciberataques y as\u00ed, mejorar la seguridad operativa y la confiabilidad de los sistemas.</p>", "fullDescription": "<p><span lang=\"ES-AR\">La Universidad Galileo junto con el Programa Energ\u00edas Renovables y Eficiencia Energ\u00e9tica (4E) en Centroam\u00e9rica que implementa la GIZ, desarroll\u00f3 este curso con el objetivo de promover la <strong>\u201cDigitalizaci\u00f3n en el sector energ\u00e9tico\u201d</strong></span><span lang=\"ES-AR\"></span></p>\n<p>La anal\u00edtica avanzada permite utilizar los datos generados por un sistema para obtener informaci\u00f3n relevante sobre su estado actual o posibles estados futuros.</p>\n<p>En este curso, aprender\u00e1s c\u00f3mo la anal\u00edtica avanzada, por medio de diferentes t\u00e9cnicas, permite crear modelos predictivos, prescriptivos y autom\u00e1ticos para mejorar la gesti\u00f3n de los activos energ\u00e9ticos en un sistema el\u00e9ctrico. Iniciaremos conociendo los conceptos b\u00e1sicos de anal\u00edtica avanzada, hasta estudiar los principales casos de uso de estas herramientas en el sector energ\u00e9tico.</p>\n<p>Por otra parte, conocer\u00e1s la importancia de la seguridad cibern\u00e9tica y su impacto en el proceso de digitalizaci\u00f3n del sector energ\u00e9tico. Identifcar\u00e1s los principales tipos de ataques, y c\u00f3mo estos afectan los sistemas inform\u00e1ticos relacionados a los mercados energ\u00e9ticos y la operaci\u00f3n y control del sistema el\u00e9ctrico de potencia.</p>\n<p>Finalmente, se presentar\u00e1n las mejores pr\u00e1cticas y lineamientos generales necesarios para minimizar los riesgos debidos a ataques cibern\u00e9ticos y disminuir el impacto de posibles vulnerabilidades de los sistemas.</p>\n<p>Este es el tercer curso de una serie de tres:</p>\n<ul>\n<li>El rol de la digitalizaci\u00f3n en la transici\u00f3n energ\u00e9tica</li>\n<li>Cadena de bloques e internet de las cosas</li>\n<li>Anal\u00edtica avanzada y seguridad cibern\u00e9tica</li>\n</ul>", "enrollmentCount": 1936, "urlSlugHistory": ["analitica-avanzada-y-seguridad-cibernetica", "analitica-avanzada-y-seguridad-cibernetica-course-v1galileoxenergia0063t2021", "analitica-avanzada-y-seguridad-cibernetica-course-v1galileoxenergia0061t2022", "analitica-avanzada-y-seguridad-cibernetica-course-v1-galileox-energia006-1t2023", "learn/energy/universidad-galileo-analitica-avanzada-y-seguridad-cibernetica", "learn/cybersecurity/universidad-galileo-analitica-avanzada-y-seguridad-cibernetica"], "urlRedirects": [], "levelType": "Intermediate", "organizationShortCodeOverride": "", "organizationLogoOverrideUrl": null, "outcome": "<ul>\n<li><span lang=\"ES-AR\">Conceptos b\u00e1sicos y principales t\u00e9cnicas de anal\u00edtica avanzada.</span></li>\n<li><span lang=\"ES-AR\"></span><span lang=\"ES-AR\">Casos de uso y aplicaciones en el sector energ\u00e9tico de la anal\u00edtica avanzada.</span></li>\n<li><span lang=\"ES-AR\"></span><span lang=\"ES-AR\">Importancia de la seguridad cibern\u00e9tica en la digitalizaci\u00f3n del sector energ\u00e9tico.</span></li>\n<li><span lang=\"ES-AR\">Tecnolog\u00edas de seguridad cibern\u00e9tica.</span></li>\n<li><span lang=\"ES-AR\">Mejores pr\u00e1cticas aplicables a la seguridad cibern\u00e9tica de los sistemas el\u00e9ctricos.</span></li>\n</ul>", "syllabusRaw": "<p><strong><span lang=\"ES-AR\">Lecci\u00f3n 1: Anal\u00edtica Avanzada</span></strong></p>\n<ul>\n<li>Conceptos principales de anal\u00edtica avanzada.</li>\n<li>Aprendizaje autom\u00e1tico e inteligencia artificial.</li>\n<li>Principales t\u00e9cnicas de anal\u00edtica avanzada como aprendizaje supervisado.</li>\n<li>Aprendizaje no supervisado y aprendizaje profundo.</li>\n</ul>\n<p><strong><span lang=\"ES-AR\">Lecci\u00f3n 2: Aplicaciones de la anal\u00edtica avanzada en la cadena de valor del sector energ\u00e9tico</span></strong></p>\n<ul>\n<li>Optimizaci\u00f3n autom\u00e1tica de sistemas de generaci\u00f3n.</li>\n<li><span lang=\"ES-AR\">Pron\u00f3sticos de generaci\u00f3n de energ\u00eda renovable.</span></li>\n<li>Comercializaci\u00f3n de energ\u00eda basada en algoritmos y optimizaci\u00f3n de consumo por medio de aprendizaje autom\u00e1tico, entre otros.</li>\n</ul>\n<p><strong><span lang=\"ES-AR\">Lecci\u00f3n 3: Seguridad cibern\u00e9tica</span></strong></p>\n<ul>\n<li><span lang=\"ES-AR\">Importancia de la seguridad cibern\u00e9tica.</span></li>\n<li><span lang=\"ES-AR\">Tipos de ataques y tecnolog\u00edas de seguridad cibern\u00e9tica. </span></li>\n<li><span lang=\"ES-AR\">Conceptos fundamentales de la seguridad cibern\u00e9tica y su relaci\u00f3n con los sistemas inform\u00e1ticos y la digitalizaci\u00f3n del sector energ\u00e9tico.</span></li>\n</ul>\n<p><strong><span lang=\"ES-AR\">Lecci\u00f3n 4: Seguridad cibern\u00e9tica en el sector energ\u00e9tico</span></strong></p>\n<ul>\n<li><span lang=\"ES-AR\">Ciberataques en los sistemas el\u00e9ctricos de potencia y los sistemas de informaci\u00f3n y administraci\u00f3n de mercado el\u00e9ctrico. </span></li>\n<li><span lang=\"ES-AR\">Mejores pr\u00e1cticas y soluciones a los ciberataques.</span></li>\n</ul>", "prerequisitesRaw": "<p><span lang=\"ES-AR\">El estudiante deber\u00e1 tener conocimientos b\u00e1sicos sobre la estructura y funcionamiento de los mercados el\u00e9ctricos. 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