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\" width=\"256px\" alt=\"AI cloud computing\"\/><\/p>\n<p><p>Enterprises need to create privacy policies and secure all data when using AI in cloud computing. On top of that, AI tools can perform data analysis fast so enterprises can rapidly and efficiently address customer queries and issues. The combination of AI and cloud computing results in an extensive network capable of holding massive volumes of data while continuously learning and improving.<\/p>\n<\/p>\n<ul>\n<li>Examples include the training of deep learning (DL) models and certain kinds of natural language processing (NLP) for trend analysis and predictive analytics.<\/li>\n<li>In this article, we explore how artificial intelligence is transforming cloud computing\u2014from automating tasks and enhancing security to enabling real-time analytics and large-scale AI model training.<\/li>\n<li>For distributed deep learning workloads, networking speed directly impacts training scalability.<\/li>\n<li>Major cloud providers now offer dedicated AI layers that work on top of their basic cloud services.<\/li>\n<li>By leveraging AI cloud computing services, businesses can stay ahead of the competition, drive innovation, and unlock unprecedented growth potential.<\/li>\n<\/ul>\n<p><p>Edge computing advances AI cloud computing by moving complex AI processing closer to data sources. AI algorithms detect threats quickly by analyzing data patterns, lowering false alerts, and delivering real-time threat notifications to security teams. These advantages result in faster response times and lower network congestion, improving cloud service efficiency.<\/p>\n<\/p>\n<p><p>Our team of experts thoroughly test each service, evaluating it for features, usability, security, value for money and more. AI will make clouds smarter, able to manage themselves, predict needs, and let more people use AI efficiently. Indeed, small groups can easily engage with AI through low-code and no-code tools created for them, which require no deep technical understanding. AI helps the cloud run smarter by managing workloads, spotting problems, and providing insights. Top options include AWS, Microsoft Azure, Google Cloud, IBM Cloud, and Oracle Cloud, all of which offer strong AI services. This makes AI more usable for more teams, enabling faster problem-solving, deeper insights, and broader adoption across organizations.<\/p>\n<\/p>\n<p><h2>Cost Efficiency<\/h2>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"254px\" alt=\"AI cloud computing\"\/><\/p>\n<p><p>The upfront cost <a href=\"http:\/\/www.apsec2017.org\/index.php\/workshops-tutorials\/tutorials\/\">http:\/\/www.apsec2017.org\/index.php\/workshops-tutorials\/tutorials\/<\/a> of AI cloud computing isn\u2019t exponential, but you need to be wise about managing the finances to ensure a predictable Total Cost of Ownership and RoI. While AI cloud computing can be cost-efficient, managing costs effectively requires careful  planning, deployment and monitoring. AI cloud computing requires specialised skills and expertise in areas such as machine learning, data science, and AI cloud infrastructure management.<\/p>\n<\/p>\n<p><div style='text-align:center'><iframe width='566' height='313' src='https:\/\/www.youtube.com\/embed\/HgvVMsSkgE8' frameborder='0' alt='AI cloud computing' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><p>The networking demands of AI\u2014including GPU-to-GPU communication, massive data-transfer requirements, and ultra-low latency needs\u2014require expertise that many organizations lack. Network architects face the challenge of designing for  AI-first traffic patterns and high-throughput requirements that differ fundamentally from traditional enterprise networking. Data center teams will likely have to transition from traditional server management to AI-optimized infrastructure operations, GPU cluster management, high-bandwidth networking, and specialized cooling systems.<\/p>\n<\/p>\n<p><h2>Amazon Elastic Kubernetes Service<\/h2>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"254px\" alt=\"AI cloud computing\"\/><\/p>\n<p><p>AI can take over routine cloud operations, such as resource management, workload distribution, and automatic scaling of computing power. This includes machine learning platforms, natural language processing APIs, analytics engines, and automation tools. The cloud provides the basic infrastructure for AI, such as storage, servers, and networking.<\/p>\n<\/p>\n<p><h2>Global Human Capital Trends<\/h2>\n<\/p>\n<p><p>The cloud&#8217;s scalability and flexibility make it an ideal platform for running AI algorithms, enabling the analysis and processing of vast amounts of data in real time. AI enhances cloud computing by automating tasks, optimising workloads and enabling smarter, faster decision-making. In this article, we explore how artificial intelligence is transforming cloud computing\u2014from automating tasks and enhancing security to enabling real-time analytics and large-scale AI model training. A fully managed container orchestration service that  helps you to more efficiently deploy, manage, and scale containerized applications Build with the broadest and deepest set of AI and ML capabilities across compute, networking, and storage. Unlock the power of learning with our cutting &#8211; edge online courses, designed to inspire, engage, and transform the way you learn and grow!<\/p>\n<\/p>\n<ul>\n<li>Virtualization in public and private clouds lowers costs tied to constructing, testing, and deploying machine learning models.<\/li>\n<li>AI initiatives frequently process sensitive datasets, including regulated healthcare records, financial data, intellectual property, and government research materials.<\/li>\n<li>The wide range of databases available to organizations through the cloud enables organizations to select the specific database that works best for their institution, streamlining resource allocation, optimizing operations, and enabling data-driven insights.<\/li>\n<li>The technical specifications of AI infrastructure\u2014from networking requirements between GPUs to advanced interconnecting technologies like InfiniBand\u2014demand architectural approaches that don\u2019t exist in traditional enterprise environments.<\/li>\n<\/ul>\n<p><h2>Discover Related Products<\/h2>\n<\/p>\n<p><p>These programs typically involve topics such as neural networks, natural language processing, and computer vision in-depth. Tools like predictive analytics, AI-driven content generation, and recommendation systems can help drive business growth. To start using AI in your business, identify areas where AI can improve efficiency, such as automating customer service with chatbots, analyzing <a href=\"https:\/\/letstalkaboutit.info\/if-you-think-you-understand-then-this-might-change-your-mind-4\/\">https:\/\/letstalkaboutit.info\/if-you-think-you-understand-then-this-might-change-your-mind-4\/<\/a> data for better decision-making, or personalizing marketing efforts.<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Enterprises need to create privacy policies and secure all data when using AI in cloud computing. On top of that, AI tools [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23],"tags":[],"class_list":["post-129315","post","type-post","status-publish","format-standard","hentry","category-cloud-news"],"_links":{"self":[{"href":"https:\/\/chiropractorsouthdelhi.com\/pain\/wp-json\/wp\/v2\/posts\/129315","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/chiropractorsouthdelhi.com\/pain\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/chiropractorsouthdelhi.com\/pain\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/chiropractorsouthdelhi.com\/pain\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/chiropractorsouthdelhi.com\/pain\/wp-json\/wp\/v2\/comments?post=129315"}],"version-history":[{"count":1,"href":"https:\/\/chiropractorsouthdelhi.com\/pain\/wp-json\/wp\/v2\/posts\/129315\/revisions"}],"predecessor-version":[{"id":129316,"href":"https:\/\/chiropractorsouthdelhi.com\/pain\/wp-json\/wp\/v2\/posts\/129315\/revisions\/129316"}],"wp:attachment":[{"href":"https:\/\/chiropractorsouthdelhi.com\/pain\/wp-json\/wp\/v2\/media?parent=129315"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/chiropractorsouthdelhi.com\/pain\/wp-json\/wp\/v2\/categories?post=129315"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/chiropractorsouthdelhi.com\/pain\/wp-json\/wp\/v2\/tags?post=129315"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}