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janap " href="https://cloud.google.com/blog/topics/sustainability" track-name="sustainability"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/sustainability"track-metadata-module="header"><span>Sustainability</span></a></li></ul></li><li class="glue-header__item "><a class="glue-header__link">Ecosystem<svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-SFi8G" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M5.41 7.59L4 9l8 8 8-8-1.41-1.41L12 14.17"></path></svg></a><ul class="glue-header__list NDdrcc"><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/transform" track-name="it leaders"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/transform"track-metadata-module="header"><span>IT Leaders</span></a></li><li class="glue-header__item "><a class="glue-header__link janap">Industries<svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-SFi8G" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M7.59 18.59L9 20l8-8-8-8-1.41 1.41L14.17 12"></path></svg></a><ul class="glue-header__list NDdrcc"><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/financial-services" track-name="financial services"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/financial-services"track-metadata-module="header"><span>Financial Services</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/healthcare-life-sciences" track-name="healthcare & life sciences"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/healthcare-life-sciences"track-metadata-module="header"><span>Healthcare & Life Sciences</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/manufacturing" track-name="manufacturing"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/manufacturing"track-metadata-module="header"><span>Manufacturing</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/media-entertainment" track-name="media & entertainment"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/media-entertainment"track-metadata-module="header"><span>Media & Entertainment</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/public-sector" track-name="public sector"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/public-sector"track-metadata-module="header"><span>Public Sector</span></a></li><li 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certifications"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/training-certifications"track-metadata-module="header"><span>Training & Certifications</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/inside-google-cloud" track-name="inside google cloud"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/inside-google-cloud"track-metadata-module="header"><span>Inside Google Cloud</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/google-cloud-next" track-name="google cloud next & events"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/google-cloud-next"track-metadata-module="header"><span>Google Cloud Next & Events</span></a></li><li class="glue-header__item "><a 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aria-hidden="true"><span class="iARdaf">with</span><span class="zx8iM"><svg class="MezcQc" role="presentation" alt="Google Cloud" width="170" height="30" viewBox="0 0 170 30" fill="none"><path d="M110.814 23.2788C107.769 23.2788 105.221 22.2547 103.172 20.2067C101.142 18.159 100.127 15.6038 100.127 12.5409C100.127 9.47798 101.142 6.93228 103.172 4.90376C105.202 2.83657 107.749 1.80298 110.814 1.80298C113.916 1.80298 116.435 2.9227 118.369 5.16216L116.473 6.99966C114.998 5.21958 113.112 4.32954 110.814 4.32954C108.534 4.32954 106.629 5.09517 105.097 6.62642C103.584 8.13892 102.827 10.1104 102.827 12.5409C102.827 14.9713 103.584 16.9434 105.097 18.4571C106.629 19.9887 108.535 20.7543 110.814 20.754C113.207 20.754 115.285 19.7491 117.048 17.7393L118.972 19.6055C117.998 20.7715 116.77 21.6994 115.381 22.3184C113.946 22.9629 112.388 23.2904 110.814 23.2788ZM123.344 2.26235V22.8194H120.701V2.26235H123.344ZM125.254 15.7852C125.254 13.6227 125.934 11.8331 127.294 10.4163C128.673 8.99985 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fill="#5F6368"/><path d="M11.8662 13.8035V10.6242H22.513C22.6314 11.2672 22.6891 11.9199 22.6854 12.5736C22.6854 14.9572 22.0322 17.9092 19.9299 20.0092C17.8861 22.1379 15.2737 23.2734 11.8099 23.2734C5.39374 23.2734 0 18.051 0 11.6367C0 5.22246 5.39374 0 11.8105 0C15.3604 0 17.8867 1.39102 19.7886 3.20742L17.5455 5.44922C16.1812 4.17246 14.3374 3.17871 11.8105 3.17871C7.12618 3.17871 3.46372 6.95332 3.46372 11.6367C3.46372 16.3201 7.12618 20.0977 11.8105 20.0977C14.8486 20.0977 16.5805 18.8771 17.6873 17.7703C18.5896 16.8686 19.1841 15.5748 19.4145 13.8064L11.8662 13.8035Z" fill="#5F6368"/><path d="M38.9076 15.7806C38.9076 20.0978 35.5283 23.2735 31.3845 23.2735C27.2407 23.2735 23.8615 20.0978 23.8615 15.7806C23.8615 11.4382 27.2402 8.2876 31.3857 8.2876C35.5313 8.2876 38.9076 11.4382 38.9076 15.7806ZM35.6145 15.7806C35.6145 13.0853 33.6558 11.2396 31.3845 11.2396C29.1133 11.2396 27.154 13.0841 27.154 15.7806C27.154 18.4483 29.1127 20.3216 31.3845 20.3216C33.6564 20.3216 35.6145 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