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At your own pace.</h1><a class="button btn btn-primary" href="/pages/about">About openHPI</a></div></section><section class="courses-slider__container"><div class="courses-slider__content"><div class="courses-slider__header"><h2 class="courses-slider__title">Current and upcoming courses</h2><a class="btn btn-primary" href="/courses">List all courses »</a></div><div class="courses-slider__slider"><div class="slider slider--dark" data-controller="slider"><button aria-label="Scroll left" class="slider__scroll-button" data-slider-target="scroll-button-left" hidden="" type="button"><span class="xi-icon fa-regular fa-arrow-left "></span></button><div class="slider__content" data-slider-target="content"><div data-slider-target="intersector-left"></div><div class="slider__item" data-slider-target="item"><div class="course-card course-card--expandable" data-behavior="expandable"><div class="course-card__image-wrapper"><a aria-hidden="true" class="course-card__image" href="/courses/digitalkolleg2025" tabindex="-1"><picture><source media="(max-width: 575px)" srcset="https://imgproxy.services.openhpi.de/m4beFaFpeFofauPcVn82JLI01HASxzfpuC9SZonkqtg/rs:fill:575:170:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YzMk9EUnFRGfUSfTWCea/42ha3dLf3veW7fj9ZcD0G2/DALL_E_2025-01-14_13.47.23_-_A_completely_blank_image_with_no_elements_shapes_or_colors_representing_a_pure_and_empty_canvas.webp, https://imgproxy.services.openhpi.de/YPcwU3lyIi1UGQxbEVVB21ZYIjYw1oJkNccib0kj0Jw/rs:fill:1150:340:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YzMk9EUnFRGfUSfTWCea/42ha3dLf3veW7fj9ZcD0G2/DALL_E_2025-01-14_13.47.23_-_A_completely_blank_image_with_no_elements_shapes_or_colors_representing_a_pure_and_empty_canvas.webp 2x" /><source media="(max-width: 768px)" srcset="https://imgproxy.services.openhpi.de/DlmAys_fjLmqtTNGfFTDc1FgjM5zUgpzfIqlLT5hk3A/rs:fill:738:170:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YzMk9EUnFRGfUSfTWCea/42ha3dLf3veW7fj9ZcD0G2/DALL_E_2025-01-14_13.47.23_-_A_completely_blank_image_with_no_elements_shapes_or_colors_representing_a_pure_and_empty_canvas.webp, https://imgproxy.services.openhpi.de/io9zqAFPf71vLVnOIm4yxqO32eiugx7fPi3VG6_zfbU/rs:fill:1476:340:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YzMk9EUnFRGfUSfTWCea/42ha3dLf3veW7fj9ZcD0G2/DALL_E_2025-01-14_13.47.23_-_A_completely_blank_image_with_no_elements_shapes_or_colors_representing_a_pure_and_empty_canvas.webp 2x" /><source media="(min-width: 768px) and (max-width: 991px)" srcset="https://imgproxy.services.openhpi.de/zS9eV34ffC22zS1uBMhlCL5J37pK1L5s4E91zbgl4_Q/rs:fill:307:195:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YzMk9EUnFRGfUSfTWCea/42ha3dLf3veW7fj9ZcD0G2/DALL_E_2025-01-14_13.47.23_-_A_completely_blank_image_with_no_elements_shapes_or_colors_representing_a_pure_and_empty_canvas.webp, https://imgproxy.services.openhpi.de/hkpB5_5pydBcwnySahWV1_6DuY8HZ-qoU5iJvhaJzBc/rs:fill:614:390:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YzMk9EUnFRGfUSfTWCea/42ha3dLf3veW7fj9ZcD0G2/DALL_E_2025-01-14_13.47.23_-_A_completely_blank_image_with_no_elements_shapes_or_colors_representing_a_pure_and_empty_canvas.webp 2x" /><source media="(min-width: 992px)" srcset="https://imgproxy.services.openhpi.de/LS_w-E0WUutKtF_P9N3_mTXxBVCkjvn9C4Iss6gaUW0/rs:fill:314:195:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YzMk9EUnFRGfUSfTWCea/42ha3dLf3veW7fj9ZcD0G2/DALL_E_2025-01-14_13.47.23_-_A_completely_blank_image_with_no_elements_shapes_or_colors_representing_a_pure_and_empty_canvas.webp, https://imgproxy.services.openhpi.de/4odIuAa-eiSKHoxP0eMk0xRuFgKurar0t9mN6UOO1jM/rs:fill:628:390:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YzMk9EUnFRGfUSfTWCea/42ha3dLf3veW7fj9ZcD0G2/DALL_E_2025-01-14_13.47.23_-_A_completely_blank_image_with_no_elements_shapes_or_colors_representing_a_pure_and_empty_canvas.webp 2x" /><img alt="" loading="lazy" src="https://imgproxy.services.openhpi.de/GZdWvbQSvkJ7RviFxiN4McEqGF7uS_hQfaWZxdBV11c/rs:fit:314:195:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YzMk9EUnFRGfUSfTWCea/42ha3dLf3veW7fj9ZcD0G2/DALL_E_2025-01-14_13.47.23_-_A_completely_blank_image_with_no_elements_shapes_or_colors_representing_a_pure_and_empty_canvas.webp" /></picture></a></div><div class="course-card__content-wrapper"><div class="course-card__info"><div class="course-card__title"><a href="/courses/digitalkolleg2025" title="Workshop: Python-Minigames in Replit">Workshop: Python-Minigames in Replit</a></div><div class="course-card__extended-info"><div class="course-card__teacher">Lasse Medla, Alexander Junger</div><div class="course-card__description"><p>Willkommen zu unserem neuen Workshop-Format auf openHPI</p> <p>Möchtest du eine der weltweit beliebtesten Programmiersprachen schnell und praxisnah lernen? Dann ist dieser Python-Workshop perfekt für dich! </p> <p>In kurzen, verständlichen Videos vermitteln wir dir die Grundkonzepte der Programmiersprache Python – und das auf eine spannende Weise: Lerne Python, indem du ein Spiel programmierst. Am Ende bist du in der Lage, ein eigenes Spiel zu entwickeln und dieses mit eigenen Ideen zu gestalten. Mach mit und erlebe, wie viel Spaß Programmieren machen kann! </p> <p>Der Workshop richtet sich an Schüler*innen ab der 8. Klasse und dauert ca. 2-3 Stunden. Es gibt die Möglichkeit, einen Teilnahmenachweis zu erhalten. Wir freuen uns auf euer Feedback zu diesem neuen Format! </p> <p>Weitere Angebote für Schüler*innen findet ihr hier: www.hpi.de/schueler. Die nächsten Bewerbungsphasen für die Formate starten Anfang Februar 2025. </p> <p>Der Workshop richtet sich an Schüler & Schülerinnen ab ca. 8. Klasse. Bei diesem Angebot handelt es sich um einen Workshop, der ca. 2-3 Stunden umfasst. Hierbei könnt ihr Teilnahmenachweise erhalten. Wir freuen uns über euer Feedback zu dem Format! </p> </div></div></div><ul class="course-card__datapoints"><li aria-label="Course dates" class="course-card__date"><span class="xi-icon fa-regular fa-calendar-range "></span><span>Feb 5, 2025 - Feb 18, 2025</span></li><li aria-label="Course classifiers" class="course-card__classifiers"><span class="xi-icon fa-regular fa-hashtag "></span><span>Programming</span></li><li aria-label="Highest achievable certificate" class="course-card__certificates"><span class="xi-icon fa-regular fa-medal "></span><span>Confirmation of Participation</span></li><li aria-label="Course language" class="course-card__language"><span class="xi-icon fa-regular fa-globe "></span><span>de</span></li><li aria-label="Available subtitles" class="course-card__subtitles"><span class="xi-icon fa-regular fa-closed-captioning "></span><span>de, en</span></li></ul><div class="course-card__actions"><a class="course-card__action-btn course-card__action-btn--tertiary" href="/courses/digitalkolleg2025">Details</a></div></div></div></div><div class="slider__item" data-slider-target="item"><div class="course-card course-card--expandable" data-behavior="expandable"><div class="course-card__image-wrapper"><a aria-hidden="true" class="course-card__image" href="/courses/kibiases2025" tabindex="-1"><picture><source media="(max-width: 575px)" srcset="https://imgproxy.services.openhpi.de/9tS3oSOuXlC6Co1UfYbiC5ro9NW7PAvM4G4DECldllw/rs:fill:575:170:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YaJZhzwHpf7LZEGygdsa/1USHIUS2QkHAHeAk8lO8qJ/kibiases2024.jpg, https://imgproxy.services.openhpi.de/2eLvwv5DZ5j8Rc190PDxqaGisGWQ3cQ-kTe1ynixq40/rs:fill:1150:340:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YaJZhzwHpf7LZEGygdsa/1USHIUS2QkHAHeAk8lO8qJ/kibiases2024.jpg 2x" /><source media="(max-width: 768px)" srcset="https://imgproxy.services.openhpi.de/KlIhz5_jVmbYRXB66CcmtZdxAucV1xBx2KXuPeszOaA/rs:fill:738:170:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YaJZhzwHpf7LZEGygdsa/1USHIUS2QkHAHeAk8lO8qJ/kibiases2024.jpg, https://imgproxy.services.openhpi.de/pCjh4Z1Ojz95t_guxSNWh6QpN2Li7Au-us4knDZzhoc/rs:fill:1476:340:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YaJZhzwHpf7LZEGygdsa/1USHIUS2QkHAHeAk8lO8qJ/kibiases2024.jpg 2x" /><source media="(min-width: 768px) and (max-width: 991px)" srcset="https://imgproxy.services.openhpi.de/fJwpGewZz0FNoQbeB8PVeTxy6L50K6FAOc1XjczGfrw/rs:fill:307:195:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YaJZhzwHpf7LZEGygdsa/1USHIUS2QkHAHeAk8lO8qJ/kibiases2024.jpg, https://imgproxy.services.openhpi.de/0G90lk0cXUFiq6HF5luvf2Q60B0DKEiVcaN3kmZkwIU/rs:fill:614:390:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YaJZhzwHpf7LZEGygdsa/1USHIUS2QkHAHeAk8lO8qJ/kibiases2024.jpg 2x" /><source media="(min-width: 992px)" srcset="https://imgproxy.services.openhpi.de/03oMVrKsRjmBhvjz9u5qtjOphligSM0XadiMoC72ugI/rs:fill:314:195:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YaJZhzwHpf7LZEGygdsa/1USHIUS2QkHAHeAk8lO8qJ/kibiases2024.jpg, https://imgproxy.services.openhpi.de/ZSWi7AL1XpjoHu502hVVG-9ALAQOGLJ21Q6-vSic4yM/rs:fill:628:390:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YaJZhzwHpf7LZEGygdsa/1USHIUS2QkHAHeAk8lO8qJ/kibiases2024.jpg 2x" /><img alt="" loading="lazy" src="https://imgproxy.services.openhpi.de/YSxgOVUdQ40iKmJkVOWkikIlF5dbP3m5FeQXSoyzXmI/rs:fit:314:195:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YaJZhzwHpf7LZEGygdsa/1USHIUS2QkHAHeAk8lO8qJ/kibiases2024.jpg" /></picture></a></div><div class="course-card__content-wrapper"><div class="course-card__info"><div class="course-card__title"><a href="/courses/kibiases2025" title="KI-Biases verstehen und vermeiden">KI-Biases verstehen und vermeiden</a></div><div class="course-card__extended-info"><div class="course-card__teacher">Jennifer Fritz</div><div class="course-card__description"><p>Künstliche Intelligenz durchdringt zunehmend unseren (Arbeits)Alltag. Vor allem generative KI-Systeme haben die Masse der Arbeitnehmerschaft erreicht. Doch diese KI-Systeme sind nicht frei von Vorurteilen und Verzerrungen – sogenannten Biases – denn sie sind durch Menschen erzeugt. Diese Biases können zu diskriminierenden Ergebnissen führen. Das Erkennen, Verstehen und Bereinigen von Biases ist deshalb von entscheidender Bedeutung, um eine gerechte und ethische Nutzung zu gewährleisten und potenzielle Schäden von Teilnehmenden und Unternehmen abzuwählen.</p> </div></div></div><ul class="course-card__datapoints"><li aria-label="Course dates" class="course-card__date"><span class="xi-icon fa-regular fa-calendar-range "></span><span>Feb 12, 2025 - Feb 26, 2025</span></li><li aria-label="Course classifiers" class="course-card__classifiers"><span class="xi-icon fa-regular fa-hashtag "></span><span>Big Data and AI</span></li><li aria-label="Highest achievable certificate" class="course-card__certificates"><span class="xi-icon fa-regular fa-medal "></span><span>Record of Achievement</span></li><li aria-label="Course language" class="course-card__language"><span class="xi-icon fa-regular fa-globe "></span><span>de</span></li><li aria-label="Available subtitles" class="course-card__subtitles"><span class="xi-icon fa-regular fa-closed-captioning "></span><span>de, en</span></li></ul><div class="course-card__actions"><a class="course-card__action-btn course-card__action-btn--tertiary" href="/courses/kibiases2025">Details</a></div></div></div></div><div class="slider__item" data-slider-target="item"><div class="course-card course-card--expandable" data-behavior="expandable"><div class="course-card__image-wrapper"><a aria-hidden="true" class="course-card__image" href="/courses/envai2025" tabindex="-1"><picture><source media="(max-width: 575px)" srcset="https://imgproxy.services.openhpi.de/UMOWYWWAW6qHKjB48loHOxdWzElHCKH2Nv4X4TquqM4/rs:fill:575:170:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2Ypg99x3HiyPYv32jvM2z/5jFo7rNCVha20VJuqpCILi/envai2025.png, https://imgproxy.services.openhpi.de/lCqf0mvCIzFOZ0HxwCj4M6oXyp08AYp0bawgLqXTvDE/rs:fill:1150:340:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2Ypg99x3HiyPYv32jvM2z/5jFo7rNCVha20VJuqpCILi/envai2025.png 2x" /><source media="(max-width: 768px)" srcset="https://imgproxy.services.openhpi.de/ET9-8I49Xh7Vbc9XyLCoBTzha_8giGw8yy846HZ3QbY/rs:fill:738:170:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2Ypg99x3HiyPYv32jvM2z/5jFo7rNCVha20VJuqpCILi/envai2025.png, https://imgproxy.services.openhpi.de/w5DcQHjSH5OFC2vIYVo78KSo8kqDRlVfQFJvrC0jbYA/rs:fill:1476:340:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2Ypg99x3HiyPYv32jvM2z/5jFo7rNCVha20VJuqpCILi/envai2025.png 2x" /><source media="(min-width: 768px) and (max-width: 991px)" srcset="https://imgproxy.services.openhpi.de/XnGpToqsavXGQttNoLCBlVauDCLMGaLTBu1UHFiDZb0/rs:fill:307:195:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2Ypg99x3HiyPYv32jvM2z/5jFo7rNCVha20VJuqpCILi/envai2025.png, https://imgproxy.services.openhpi.de/-r1YjfBeReLtDOWqyM5p76SOtth--d62VgLcVTyquW8/rs:fill:614:390:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2Ypg99x3HiyPYv32jvM2z/5jFo7rNCVha20VJuqpCILi/envai2025.png 2x" /><source media="(min-width: 992px)" srcset="https://imgproxy.services.openhpi.de/UCybq5TckQPYzgdfIV6jJawfH22ZD9KeHLi-L7nALgw/rs:fill:314:195:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2Ypg99x3HiyPYv32jvM2z/5jFo7rNCVha20VJuqpCILi/envai2025.png, https://imgproxy.services.openhpi.de/CtbzAd59Ua2P71KN-ZbNQsvXyDb252lamNArsRraPLY/rs:fill:628:390:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2Ypg99x3HiyPYv32jvM2z/5jFo7rNCVha20VJuqpCILi/envai2025.png 2x" /><img alt="" loading="lazy" src="https://imgproxy.services.openhpi.de/p9ly2oLqOQ5m_7VhMOcbGV4iy_TcdZkerMhcX7ADJ3s/rs:fit:314:195:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2Ypg99x3HiyPYv32jvM2z/5jFo7rNCVha20VJuqpCILi/envai2025.png" /></picture></a></div><div class="course-card__content-wrapper"><div class="course-card__info"><div class="course-card__title"><a href="/courses/envai2025" title="Sustainability in the digital age: Environmental Impacts of AI Systems">Sustainability in the digital age: Environmental Impacts of AI Systems</a></div><div class="course-card__extended-info"><div class="course-card__teacher">Vanessa Parli</div><div class="course-card__description">Welcome to the "Sustainability in the Digital Age" series <p>Artificial Intelligence (AI) offers transformative potential across industries, but its development and deployment come with environmental costs. The course covers topics such as the carbon footprint of AI models, methods for measuring and reporting environmental impacts, and challenges in estimating the sustainability of AI technologies. Students will gain insights into energy and carbon accounting, along with case studies demonstrating how AI’s environmental footprint is assessed. The course aims to provide a comprehensive understanding of the relationship between AI and the environment, equipping learners with knowledge to contribute to more sustainable AI practices.</p> <p>This course is part of the Sustainability in the Digital Age series, a collaborative project between colleagues from Stanford University, SAP and the Hasso Plattner Institute. </p> </div></div></div><ul class="course-card__datapoints"><li aria-label="Course dates" class="course-card__date"><span class="xi-icon fa-regular fa-calendar-range "></span><span>Mar 4, 2025 - Mar 18, 2025</span></li><li aria-label="Course classifiers" class="course-card__classifiers"><span class="xi-icon fa-regular fa-hashtag "></span><span>Big Data and AI</span></li><li aria-label="Highest achievable certificate" class="course-card__certificates"><span class="xi-icon fa-regular fa-medal "></span><span>Record of Achievement</span></li><li aria-label="Course language" class="course-card__language"><span class="xi-icon fa-regular fa-globe "></span><span>en</span></li><li aria-label="Available subtitles" class="course-card__subtitles"><span class="xi-icon fa-regular fa-closed-captioning "></span><span>de, en</span></li></ul><div class="course-card__actions"><a class="course-card__action-btn course-card__action-btn--tertiary" href="/courses/envai2025">Details</a></div></div></div></div><div class="slider__item" data-slider-target="item"><div class="course-card course-card--expandable" data-behavior="expandable"><div class="course-card__image-wrapper"><a aria-hidden="true" class="course-card__image" href="/courses/cleanitsap2025" tabindex="-1"><picture><source media="(max-width: 575px)" srcset="https://imgproxy.services.openhpi.de/qcE5M0AC_yiqvTbPYWAySjab_FbPPvFrsGX8I6FLA1s/rs:fill:575:170:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YPaC6LCoB4Hh5gqxnieG/50356gIPCi4yXIxcGTU3c8/cleanitsap2025.png, https://imgproxy.services.openhpi.de/i_nQjP-cDzafUW5rpxwQ2mSCK89ulVunZZ8m_vmwu-Y/rs:fill:1150:340:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YPaC6LCoB4Hh5gqxnieG/50356gIPCi4yXIxcGTU3c8/cleanitsap2025.png 2x" /><source media="(max-width: 768px)" srcset="https://imgproxy.services.openhpi.de/KQLEJe_q15QfTcEfXJXbYHBYxOyk5CMMs7_OUPnAeGs/rs:fill:738:170:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YPaC6LCoB4Hh5gqxnieG/50356gIPCi4yXIxcGTU3c8/cleanitsap2025.png, https://imgproxy.services.openhpi.de/mAjJtL7EI0D900udwWSB9PLqFjqxiDqk-Q-R4E-22yY/rs:fill:1476:340:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YPaC6LCoB4Hh5gqxnieG/50356gIPCi4yXIxcGTU3c8/cleanitsap2025.png 2x" /><source media="(min-width: 768px) and (max-width: 991px)" srcset="https://imgproxy.services.openhpi.de/drt8F7bpkujo93PhqdsqBSk0wUkuMAseY7PLY9lpySM/rs:fill:307:195:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YPaC6LCoB4Hh5gqxnieG/50356gIPCi4yXIxcGTU3c8/cleanitsap2025.png, https://imgproxy.services.openhpi.de/Y5cGpYvuRJn4ovUXZmrOML_442MGr8wtC-iuvncHQeY/rs:fill:614:390:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YPaC6LCoB4Hh5gqxnieG/50356gIPCi4yXIxcGTU3c8/cleanitsap2025.png 2x" /><source media="(min-width: 992px)" srcset="https://imgproxy.services.openhpi.de/G6bF8PAQR4LxgTYC_GP2niEeboBjqS62uZQuP9MAXRY/rs:fill:314:195:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YPaC6LCoB4Hh5gqxnieG/50356gIPCi4yXIxcGTU3c8/cleanitsap2025.png, https://imgproxy.services.openhpi.de/b6j6VohEYa5WzILeQdNJtV4iHvMINLqwcNoInOSQZd8/rs:fill:628:390:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YPaC6LCoB4Hh5gqxnieG/50356gIPCi4yXIxcGTU3c8/cleanitsap2025.png 2x" /><img alt="" loading="lazy" src="https://imgproxy.services.openhpi.de/bdsc09SSYG9q0Izn0797h7GxNWOD9pK0uaw1Ct5YKDU/rs:fit:314:195:0/g:ce/plain/https://openhpi-public.s3.openhpicloud.de/courses/2YPaC6LCoB4Hh5gqxnieG/50356gIPCi4yXIxcGTU3c8/cleanitsap2025.png" /></picture></a></div><div class="course-card__content-wrapper"><div class="course-card__info"><div class="course-card__title"><a href="/courses/cleanitsap2025" title="Sustainability in the digital age: Energy-Efficient Software Development">Sustainability in the digital age: Energy-Efficient Software Development</a></div><div class="course-card__extended-info"><div class="course-card__teacher">Detlef Thoms, Manfred Mensch , Jonas Keil, Christian Golze , Robert Werlich, Richard Bremer</div><div class="course-card__description">Welcome to the "Sustainability in the Digital Age" series <p>Digital systems offer a great opportunity to significantly reduce carbon emissions and can contribute to the efficient use of energy. However, all systems also need energy. This area of tension is addressed in the course: Sustainability in the digital age - Energy-Efficient Software Development. To effectively reduce the carbon footprint of digitalization, it is necessary to apply algorithmic efficiency and sustainability by design as guiding principles in digital engineering. We will introduce strategies to develop software that prioritizes minimized energy consumption through optimal coding and green testing practices. We will look at how the CO2 emissions of operating software applications can be measured and calculated. How to measure the performance and energy consumption of Large Language Models will be covered as well. Further we share approaches how to use advances in hardware technology and operate digital systems efficiently in data centers based on eco-friendly and cost-effective capacity management strategies.</p> <p>This course is part of the Sustainability in the Digital Age series, a collaborative project between colleagues from Stanford University, SAP and the Hasso Plattner Institute. </p> </div></div></div><ul class="course-card__datapoints"><li aria-label="Course dates" class="course-card__date"><span class="xi-icon fa-regular fa-calendar-range "></span><span>Mar 25, 2025 - Apr 8, 2025</span></li><li aria-label="Course classifiers" class="course-card__classifiers"><span class="xi-icon fa-regular fa-hashtag "></span><span>Enterprise Computing, Cloud and Operating Systems, Programming</span></li><li aria-label="Highest achievable certificate" class="course-card__certificates"><span class="xi-icon fa-regular fa-medal "></span><span>Record of Achievement</span></li><li aria-label="Course language" class="course-card__language"><span class="xi-icon fa-regular fa-globe "></span><span>en</span></li><li aria-label="Available subtitles" class="course-card__subtitles"><span class="xi-icon fa-regular fa-closed-captioning "></span><span>de, en</span></li></ul><div class="course-card__actions"><a class="course-card__action-btn course-card__action-btn--tertiary" href="/courses/cleanitsap2025">Details</a></div></div></div></div><div data-slider-target="intersector-right"></div></div><button aria-label="Scroll right" class="slider__scroll-button slider__scroll-button--right" data-slider-target="scroll-button-right" hidden="" type="button"><span class="xi-icon fa-regular fa-arrow-right "></span></button></div></div></div></section><div class="tiles-group"><div class="tiles-group__tiles"><div class="tile-container"><div class="tile tile--with-decoration"><div><p class="tile__title">Be curious.</p><div class="tile__text">Learn for free – anytime, anywhere and at your pace. 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Find interactive courses on exciting cutting-edge topics for every skill level.</div></div></div></div></div></div><article class="promotion promotion--black" style="background-image: url('');"><div class="promotion__content"><a href="/pages/mooc"><p class="promotion__title">How do openHPI courses work?</p><p class="promotion__text">Our free courses are designed so that new course content is unlocked weekly over the course duration. You can conveniently work on the learning content anytime in your web browser or our mobile app. You can find out more about how our courses work here.</p></a><a aria-label="Read more" href="/pages/mooc"><span class="xi-icon fa-regular fa-arrow-right "></span></a></div></article><div class="openhpi-startpage__accordion"><div class="accordion" data-controller="accordion"><p class="accordion__headline">Offers for everyone - no matter what previous knowledge you have</p><div class="accordion__sections"><button aria-controls="level-selector-section-0" aria-expanded="false" class="accordion__btn" data-accordion-target="toggle-button" type="button"><span class="accordion__btn-content">Junior<span class="accordion__collapsed"><span class="xi-icon fa-regular fa-plus "></span></span><span class="accordion__expanded"><span class="xi-icon fa-regular fa-minus "></span></span></span></button><div class="accordion__item" id="level-selector-section-0"><div class="tile-container"><div class="tile tile--with-image"><img class="tile__image" alt="Junior level: Two girls working on a laptop together" srcset="/assets/startpage/level_selector/junior-b42ac89f8479d00ec2e81e8deca81a3a2712c53bfd88d73d5b13c512c3ddfef2.png, /assets/startpage/level_selector/junior.2x-88961f1e5d47ba917702a267cfecbf32a3575b10bde06978d29fd28fa4dfe675.png 2x" src="/assets/startpage/level_selector/junior-b42ac89f8479d00ec2e81e8deca81a3a2712c53bfd88d73d5b13c512c3ddfef2.png" /><div><p class="tile__title">Courses for kids and teens</p><div class="tile__text">Whether you want to learn how a computer works, have always wanted to learn to program, or want to build your own homepage - at openHPI, you will find many courses we have developed especially for juniors. We also offer school versions of our programming courses every spring. The unique thing about these courses is that they don't run for a few weeks, as is usually the case on openHPI, but for an entire school semester. 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Immerse yourself in the world of programming, learn about and understand operating systems, and protect yourself effectively on the Internet. Advance your career and take courses on teamwork, starting an IT business and design thinking. At openHPI, we support you in your personal and professional development so that you can keep up with the rapid developments of the digitized world. You don't need any formal prerequisites for the courses on openHPI.</div><div class="tile__link"><a href="/courses?level=Beginner"><span>Discover our courses for beginners</span><span class="xi-icon fa-regular fa-arrow-right "></span></a></div></div></div></div></div><button aria-controls="level-selector-section-2" aria-expanded="false" class="accordion__btn" data-accordion-target="toggle-button" type="button"><span class="accordion__btn-content">Advanced<span class="accordion__collapsed"><span class="xi-icon fa-regular fa-plus "></span></span><span class="accordion__expanded"><span class="xi-icon fa-regular fa-minus "></span></span></span></button><div class="accordion__item" id="level-selector-section-2"><div class="tile-container"><div class="tile tile--with-image"><img class="tile__image" alt="Advanced level: Human programming on a laptop in a professional setting" srcset="/assets/startpage/level_selector/advanced-9919999bf24ab6dc2c5ddd1179e5c6a1572658320d89860f112c7dfc5a4fe8d8.png, /assets/startpage/level_selector/advanced.2x-10b4b657bfcbebf770c6225a5d5b9a85618b7710128a6847e9e365a45e2cf536.png 2x" src="/assets/startpage/level_selector/advanced-9919999bf24ab6dc2c5ddd1179e5c6a1572658320d89860f112c7dfc5a4fe8d8.png" /><div><p class="tile__title">Advance your technical skills</p><div class="tile__text">As a person interested in IT, you can continuously improve your skills on openHPI. Deepen your knowledge of the Internet and Cybersecurity, delve deeper into Design Thinking or prepare for the future with Quantum Computers. Learn how to program ecologically sustainable software, how algorithms work, and what Machine Learning is all about in our advanced courses. With the advanced courses on openHPI, you'll meet all the demands of the working world in the future.</div><div class="tile__link"><a href="/courses?level=Advanced"><span>Discover our courses for advanced learners</span><span class="xi-icon fa-regular fa-arrow-right "></span></a></div></div></div></div></div><button aria-controls="level-selector-section-3" aria-expanded="false" class="accordion__btn" data-accordion-target="toggle-button" type="button"><span class="accordion__btn-content">Expert<span class="accordion__collapsed"><span class="xi-icon fa-regular fa-plus "></span></span><span class="accordion__expanded"><span class="xi-icon fa-regular fa-minus "></span></span></span></button><div class="accordion__item" id="level-selector-section-3"><div class="tile-container"><div class="tile tile--with-image"><img class="tile__image" alt="Expert level: Woman working with laptop in a data center" srcset="/assets/startpage/level_selector/expert-52158cef298249bcde64548b7b1cca9beeb1a5d76c2c24ebf5aea041c65583f1.png, /assets/startpage/level_selector/expert.2x-53c1a41eff53edadaf23ca65438959e5d11a24be5227a189adf7095b9eefda71.png 2x" src="/assets/startpage/level_selector/expert-52158cef298249bcde64548b7b1cca9beeb1a5d76c2c24ebf5aea041c65583f1.png" /><div><p class="tile__title">Courses for IT professionals</p><div class="tile__text">Even if you are an IT and innovation professional, you are in good hands at openHPI. In particular, we cover tomorrow's topics, such as Big Data and AI, business and enterprise computing, and the future of the cloud at a senior level. As a professional, you can deepen your knowledge of quantum cryptography, algorithms and optimization. At openHPI, you can make yourself and your company fit for the future.</div><div class="tile__link"><a href="/courses?level=Expert"><span>Discover our courses for experts</span><span class="xi-icon fa-regular fa-arrow-right "></span></a></div></div></div></div></div></div></div></div><article class="promotion promotion--secondary" style="background-image: url('');"><div class="promotion__content"><a href="/pages/podcast"><p class="promotion__title">Neuland - The HPI Science Podcast</p><p class="promotion__text">Enhance your knowledge about the digital world. Experts from the Hasso Plattner Institute present digital developments and trends in an understandable manner, and talk about the opportunities and risks of digitalization.</p></a><a aria-label="Read more" href="/pages/podcast"><span class="xi-icon fa-regular fa-arrow-right "></span></a></div></article><div class="openhpi-startpage__news"><div class="tiles-group"><p class="tiles-group__title">News</p><div class="tiles-group__tiles"><div class="tile-container"><div class="tile"><div><p class="tile__title">Shaping the digital future responsibly: courses, career and conference</p><div class="tile__text"><p><em>Dear learning community,<br/> In February, our course on AI bias will finally start. You can also look forward to the start of our new course series on sustainability in the digital age in March. In add...</em></p></div><div class="tile__link"><a href="/news#post_0194dbb8-15cb-7f82-a9f5-2e31c51bfef4"><span>More</span><span class="xi-icon fa-regular fa-arrow-right "></span></a></div></div></div></div><div class="tile-container"><div class="tile"><div><p class="tile__title">From AI Bias to Python: The Latest Highlights at a Glance!</p><div class="tile__text"><p><em>Dear Learning Community, A new year has begun, bringing with it opportunities for growth, exciting developments, and shared learning experiences. We wish our entire learning community a happy, heal...</em></p></div><div class="tile__link"><a href="/news#post_01944b5e-5a01-7e83-904f-6cf8db527ca8"><span>More</span><span class="xi-icon fa-regular fa-arrow-right "></span></a></div></div></div></div><div class="tile-container"><div class="tile"><div><p class="tile__title">AI Expertise: Courses, Insights and Events </p><div class="tile__text"><p>Dear learning community,<br/> <em>In December and in the new year, we are turning our attention to AI! Don't miss the Profitable AI course with Elizabeth Press. In the podcast, HPI alumnus Alexander Kuscher...</em></p></div><div class="tile__link"><a href="/news#post_01934e2a-e041-7dad-9bfb-9c8df094a8e5"><span>More</span><span class="xi-icon fa-regular fa-arrow-right "></span></a></div></div></div></div></div></div></div></div></div><footer class="footer"><div class="container"><div class="footer__content-top"><div class="footer__links"><div class="footer__column-links"><p class="footer__headline">More information</p><div class="footer-nav"><ul><li><a title="About Us" rel="" href="/pages/about">About Us</a></li><li><a title="Team" rel="" href="/pages/team">Team</a></li><li><a title="Publications" rel="" href="/pages/research">Publications</a></li><li><a title="What is a MOOC?" rel="" href="/pages/mooc">About MOOCs</a></li><li><a title="openHPI at School" rel="" href="/pages/in-der-schule">openHPI at School</a></li><li><a title="Code of Honor" rel="" href="/pages/honor_code">Code of Honor</a></li><li><a title="Forum Rules" rel="" href="/pages/forum_rules">Forum Rules</a></li><li><a title="Open Source" rel="" href="/pages/open_source">Open Source</a></li></ul></div></div><div class="footer__column-links"><p class="footer__headline">Help</p><div class="footer-nav"><ul><li><a title="FAQ" rel="" href="/pages/faq">FAQ</a></li><li><a title="Certificate Guidelines" rel="" href="/pages/roa_guidelines">Certificate Guidelines</a></li><li><a title="Peer Assessment" rel="" href="/pages/p_a">Peer Assessment</a></li><li><a title="Gamification" rel="" href="/pages/gamification">Gamification</a></li><li><a title="Certificate" rel="" href="/pages/document_types">Certificate</a></li><li><a title="Helpdesk" rel="" href="/helpdesk">Helpdesk</a></li><li><a title="Contact" rel="" href="/pages/contact">Contact</a></li></ul></div></div><div class="footer__column-links"><p class="footer__headline">Legal</p><div class="footer-nav"><ul><li><a title="Imprint" rel="" href="/pages/imprint">Imprint</a></li><li><a title="Data Protection" rel="" href="/pages/data-protection">Data Protection</a></li></ul></div></div></div><div class="footer__contact"><div class="footer__about"><p class="footer__headline"></p><img alt="" height="50" width="168" class="footer__logo" src="/assets/logo_monochrome-b0a24420b69ce9909a53b0ecc09ba617373a5255e0e2b2335c8b4d59cd106e4f.svg" /><p>openHPI is the digital education platform of the Hasso Plattner Institute, Potsdam, Germany. 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