{"id":52173,"date":"2025-09-29T20:10:31","date_gmt":"2025-09-29T17:10:31","guid":{"rendered":"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/"},"modified":"2025-09-29T20:10:31","modified_gmt":"2025-09-29T17:10:31","slug":"what-is-learning-and-how-it-works-in-hosting-and-it","status":"publish","type":"post","link":"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/","title":{"rendered":"What Is Learning and How It Works in Hosting and IT"},"content":{"rendered":"<p><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#What_learning_means_in_hosting_and_IT\" >What learning means in hosting and IT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#How_learning_systems_work_the_basics\" >How learning systems work , the basics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#Common_learning_use_cases_in_hosting_and_IT\" >Common learning use cases in hosting and IT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#Types_of_learning_relevant_to_hosting\" >Types of learning relevant to hosting<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#Supervised_learning\" >Supervised learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#Unsupervised_learning\" >Unsupervised learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#Reinforcement_and_online_learning\" >Reinforcement and online learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#Federated_and_transfer_learning\" >Federated and transfer learning<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#Practical_steps_to_introduce_learning_into_your_hosting_stack\" >Practical steps to introduce learning into your hosting stack<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#Risks_pitfalls_and_how_to_avoid_them\" >Risks, pitfalls, and how to avoid them<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#How_teams_should_collaborate_around_learning\" >How teams should collaborate around learning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#Short_summary\" >Short summary<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#FAQs\" >FAQs<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#1_Do_I_need_machine_learning_to_improve_my_hosting_operations\" >1. Do I need machine learning to improve my hosting operations?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#2_What_data_is_most_important_for_building_learning_systems\" >2. What data is most important for building learning systems?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#3_How_do_I_prevent_models_from_causing_outages_if_they_take_automated_actions\" >3. How do I prevent models from causing outages if they take automated actions?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#4_Can_learning_systems_work_across_multiple_hosting_providers_or_clouds\" >4. Can learning systems work across multiple hosting providers or clouds?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/infinitydomainhosting.com\/kb\/what-is-learning-and-how-it-works-in-hosting-and-it\/#5_How_often_should_models_be_retrained\" >5. How often should models be retrained?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_learning_means_in_hosting_and_IT\"><\/span>What learning means in <a href=\"https:\/\/hostadvice.com\/\" target=\"_blank\" rel=\"noopener\">hosting<\/a> and IT<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<p>\n    If you manage servers, apps, or infrastructure, &#8220;learning&#8221; isn&#8217;t just a buzzword , it&#8217;s a set of techniques that help systems get better at tasks over time. In <a href=\"https:\/\/hostadvice.com\/\" target=\"_blank\" rel=\"noopener\">hosting<\/a> and IT, learning shows up in two main forms: people learning how systems behave and machines learning from data to make decisions automatically. The human side is about experience, runbooks, postmortems, and skills development. The machine side is about collecting telemetry (logs, metrics, traces), training models or rules, and using those models to detect problems, predict demand, or automate routine responses. Both types mix together: engineers interpret model output and feed improvements back into the system.\n  <\/p>\n<p><\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_learning_systems_work_the_basics\"><\/span>How learning systems work , the basics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<p>\n    At the core, a learning system takes inputs, finds patterns, and produces outputs that guide action. That looks like a pipeline: data collection, cleaning and transformation, model or rule building, validation, deployment, and monitoring. Data comes from monitoring tools, application logs, business metrics, and user behavior. Once you clean and shape the data, you either craft explicit rules (for example: CPU > 80% for 5 minutes triggers a scale-up) or train a model to recognize more subtle signals (for example: a combination of <a href=\"https:\/\/www.hostinger.com\/tutorials\/what-is-network-latency\" target=\"_blank\" rel=\"noopener\">latency<\/a>, queue lengths, and error rates predicts a service fault). After you deploy a model, you keep observing how it performs, retrain when behavior drifts, and add human review to catch mistakes. That continuous loop , observe, learn, act, review , is what makes learning useful in production.\n  <\/p>\n<p><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Common_learning_use_cases_in_hosting_and_IT\"><\/span>Common learning use cases in <a href=\"https:\/\/hostadvice.com\/\" target=\"_blank\" rel=\"noopener\">hosting<\/a> and IT<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<p>\n    Learning is helpful across operations, security, and cost control. Here are concrete areas where it changes how you run infrastructure:\n  <\/p>\n<p><\/p>\n<ul><\/p>\n<li>\n      Autoscaling and capacity planning: Predictive models estimate load patterns so you provision just enough compute ahead of spikes. This reduces latency during traffic surges and saves money during idle periods.\n    <\/li>\n<p><\/p>\n<li>\n      Anomaly detection and incident response: Systems learn normal baselines and flag deviations that human rules might miss, helping you find subtle degradations before they become outages.\n    <\/li>\n<p><\/p>\n<li>\n      Predictive maintenance: For physical hosting or edge equipment, sensors and telemetry can predict hardware failures so you replace parts proactively.\n    <\/li>\n<p><\/p>\n<li>\n      Security and threat detection: Learning models can identify unusual access patterns, privilege escalation, or lateral movement in ways static rules struggle with.\n    <\/li>\n<p><\/p>\n<li>\n      Performance tuning: Models and A\/B tests tell you which configurations, cache policies, or instance types deliver the best response times and cost trade-offs.\n    <\/li>\n<p><\/p>\n<li>\n      User experience and resource allocation: Observing real user behavior lets you optimize routing, <a href=\"https:\/\/infinitydomainhosting.com\/kb\/understanding-website-caching-and-website-performance-optimization\/\">caching<\/a>, and content delivery to where it actually matters.\n    <\/li>\n<p>\n  <\/ul>\n<p><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Types_of_learning_relevant_to_hosting\"><\/span>Types of learning relevant to hosting<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<p>\n    Not all learning is the same. Depending on the problem and data, you\u2019ll pick different approaches.\n  <\/p>\n<p><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Supervised_learning\"><\/span>Supervised learning<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><\/p>\n<p>\n    Use labeled historical incidents to train models that predict failures or classify events. This works well when you have clear outcomes , for example, &#8220;did this deployment cause an outage?&#8221; Supervised models tend to be precise but require curated training data.\n  <\/p>\n<p><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Unsupervised_learning\"><\/span>Unsupervised learning<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><\/p>\n<p>\n    This finds patterns without labels. Clustering and anomaly detection are common here: you show the model normal telemetry and it flags what doesn&#8217;t fit. It&#8217;s useful when you don&#8217;t have many labeled incidents but still want early warnings.\n  <\/p>\n<p><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Reinforcement_and_online_learning\"><\/span>Reinforcement and online learning<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><\/p>\n<p>\n    Some systems need to adapt in real time, like autoscalers that continuously learn the best scaling policy by observing rewards (latency, cost). Online learning updates models incrementally so they adapt quickly to changing traffic patterns.\n  <\/p>\n<p><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Federated_and_transfer_learning\"><\/span>Federated and transfer learning<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><\/p>\n<p>\n    When privacy or data locality matters, federated learning lets multiple sites train a shared model without moving raw data. Transfer learning reuses models trained in one environment to speed up learning in another, which is practical when you deploy similar apps across regions.\n  <\/p>\n<p><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Practical_steps_to_introduce_learning_into_your_hosting_stack\"><\/span>Practical steps to introduce learning into your hosting stack<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<p>\n    Start small and iterate. You don\u2019t need to replace your Ops playbooks overnight; add learning where it gives the biggest return first. A typical adoption path looks like this:\n  <\/p>\n<p><\/p>\n<ul><\/p>\n<li>Identify a clear, measurable problem (e.g., unexplained latency spikes, overprovisioned clusters, recurring security alerts).<\/li>\n<p><\/p>\n<li>Gather relevant data for a few weeks: metrics, traces, logs, and business signals.<\/li>\n<p><\/p>\n<li>Experiment with simple models or rules. Rule-based baselines often work well as initial guardrails.<\/li>\n<p><\/p>\n<li>Validate model decisions against historical incidents or in shadow mode where it doesn&#8217;t affect production.<\/li>\n<p><\/p>\n<li>Deploy gradually , start with notifications, then semi-automated actions, and finally closed-loop automation when you&#8217;re confident.<\/li>\n<p><\/p>\n<li>Build feedback loops: capture false positives and false negatives, retrain periodically, and keep humans in the loop for critical decisions.<\/li>\n<p>\n  <\/ul>\n<p><\/p>\n<p>\n    Tooling matters. Use observability platforms that integrate easily with your provisioning and orchestration systems, and pick model-serving frameworks that support canary deployments and rollback. Keep compute costs in check by using batch training for non-urgent models and lighter-weight inference at the edge when latency matters.\n  <\/p>\n<p><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Risks_pitfalls_and_how_to_avoid_them\"><\/span>Risks, pitfalls, and how to avoid them<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<p>\n    Learning helps, but it also introduces new risks. Models can drift if the environment changes, they can amplify biased training data, and automatic actions can escalate issues if not constrained. To reduce risk, follow a few rules: maintain transparency (log model decisions and features), enforce safe defaults (manual approval for high-impact actions), keep humans on call for unexpected behavior, and test extensively in staging environments that mirror production. Also consider data governance: ensure telemetry containing sensitive information is redacted or protected, and audit access to training datasets and model outputs.\n  <\/p>\n<p><\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_teams_should_collaborate_around_learning\"><\/span>How teams should collaborate around learning<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<p>\n    Learning systems sit at the intersection of SRE, DevOps, security, and data science. Make collaboration explicit: data engineers should own pipelines and quality, SREs should define operational metrics and runbooks, data scientists should build and explain models, and product or business owners should prioritize use cases. Regular postmortems after incidents help capture new labels and rules that improve future learning. Treat models like code: version them, test them, and include them in your CI\/CD processes so updates follow the same discipline as application changes.\n  <\/p>\n<p><!--KB_CAT_BLOCK--><\/p>\n<figure class=\"kb-cat-placeholder\" style=\"margin:1.75rem 0;display:block;\">\n<div class=\"kb-cat-wrap\" style=\"position:relative; overflow:hidden; border-radius:12px; box-shadow:0 10px 36px rgba(0,0,0,0.14);\"><img src=\"https:\/\/infinitydomainhosting.com\/kb\/assets\/img\/cat-default.webp\" alt=\"What Is Learning and How It Works in Hosting and IT\" loading=\"lazy\" decoding=\"async\" style=\"max-width:100%;height:auto;display:block;border-radius:12px;box-shadow:0 8px 28px rgba(0,0,0,0.12);\" \/><\/p>\n<div class=\"kb-cat-gradient\" style=\"position:absolute; inset:0; background:linear-gradient(180deg, rgba(9,23,60,0.66) 0%, rgba(11,30,70,0.45) 40%, rgba(11,30,70,0.15) 100%);\"><\/div>\n<div class=\"kb-cat-textbox\" style=\"position:absolute; inset:auto 5% 7% 5%; color:#fff; text-align:center; display:flex; flex-direction:column; gap:.4rem; align-items:center; justify-content:flex-end;\">\n<div class=\"kb-cat-title\" style=\"font-weight:800; font-size:clamp(20px,3.6vw,34px); line-height:1.2; letter-spacing:.2px; text-shadow:0 1px 2px rgba(0,0,0,.35);\">What Is Learning and How It Works in Hosting and IT<\/div>\n<div class=\"kb-cat-meta\" style=\"opacity:1; font-weight:600; font-size:clamp(13px,2.6vw,16px); line-height:1.45; text-shadow:0 1px 2px rgba(0,0,0,.28);\">What learning means in hosting and IT If you manage servers, apps, or infrastructure, &quot;learning&quot; isn&#039;t just a buzzword , it&#039;s a set of techniques that help systems get better\u2026<\/div>\n<div class=\"kb-cat-desc\" style=\"opacity:1; font-weight:500; font-size:clamp(12px,2.4vw,15px); line-height:1.5; max-width:900px; text-wrap:balance; text-shadow:0 1px 2px rgba(0,0,0,.25);\">AI<\/div>\n<\/div>\n<\/div>\n<\/figure>\n<p><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Short_summary\"><\/span>Short summary<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<p>\n    In hosting and IT, learning means using data and feedback to make better operational decisions, whether that\u2019s humans learning from incidents or machines learning to predict and act. The practical payoff is fewer incidents, lower costs, and faster, more confident responses. Start with clear problems, collect quality data, validate models in non-disruptive ways, and keep people involved. With careful design and governance, learning becomes a multiplier for operational excellence.\n  <\/p>\n<p><\/p>\n<h2><span class=\"ez-toc-section\" id=\"FAQs\"><\/span>FAQs<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Do_I_need_machine_learning_to_improve_my_hosting_operations\"><\/span>1. Do I need machine learning to improve my hosting operations?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><\/p>\n<p>\n    No. Many improvements come from better monitoring, playbooks, and automation rules. Machine learning adds value when patterns are complex or too numerous for rules, but start with strong observability and well-defined runbooks before investing in advanced models.\n  <\/p>\n<p><\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_What_data_is_most_important_for_building_learning_systems\"><\/span>2. What data is most important for building learning systems?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><\/p>\n<p>\n    Telemetry such as metrics (CPU, memory, latency), distributed traces, and structured logs are the backbone. Business metrics (transactions, active users) and configuration or deployment records add context that improves prediction quality. Ensure timestamps and consistent identifiers across data sources.\n  <\/p>\n<p><\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_How_do_I_prevent_models_from_causing_outages_if_they_take_automated_actions\"><\/span>3. How do I prevent models from causing outages if they take automated actions?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><\/p>\n<p>\n    Use progressive rollout: start with alerts, then simulated actions, then limited automated actions with safety nets (rate limits, human approval, circuit breakers). Always provide an easy rollback and traceability so you can <a href=\"https:\/\/support.hostinger.com\/en\/articles\/2152545-how-to-inspect-website-elements-in-your-browser\" target=\"_blank\" rel=\"noopener\">inspect<\/a> what the model saw when making a decision.\n  <\/p>\n<p><\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Can_learning_systems_work_across_multiple_hosting_providers_or_clouds\"><\/span>4. Can learning systems work across multiple hosting providers or clouds?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><\/p>\n<p>\n    Yes. Many patterns generalize, and transfer learning or federated approaches can help. The main challenge is consistent observability and telemetry across environments; normalizing metrics and logs is key to portable models.\n  <\/p>\n<p><\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_How_often_should_models_be_retrained\"><\/span>5. How often should models be retrained?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><\/p>\n<p>\n    It depends on how fast your workload changes. Some models retrain nightly, others monthly. For volatile environments, use online or incremental learning to adapt faster. Monitor performance metrics and trigger retraining when accuracy or signal quality drops.\n  <\/p>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>What learning means in hosting and IT If you manage servers, apps, or infrastructure, &#8220;learning&#8221; isn&#8217;t just a buzzword , it&#8217;s a&hellip;<\/p>\n","protected":false},"author":1,"featured_media":52174,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[1,9405,4593,9,4594,3,5,10,11,7,88,8,2],"tags":[379,10643,677,3959,12922,12921,1148,12920,12923,10633,11452,262,12919],"class_list":["post-52173","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-general","category-ai","category-databases","category-domains","category-networking","category-php-scripts","category-seo","category-servers","category-support","category-web-design","category-web-hosting","category-website-security","category-wordpress","tag-cloud-hosting","tag-devops","tag-hosting","tag-information-technology","tag-it-education","tag-it-learning","tag-learning","tag-learning-in-hosting","tag-learning-process","tag-server-administration","tag-technical-training","tag-web-hosting","tag-what-is-learning-and-how-it-works-in-hosting-and-it"],"_links":{"self":[{"href":"https:\/\/infinitydomainhosting.com\/kb\/wp-json\/wp\/v2\/posts\/52173","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infinitydomainhosting.com\/kb\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infinitydomainhosting.com\/kb\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infinitydomainhosting.com\/kb\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infinitydomainhosting.com\/kb\/wp-json\/wp\/v2\/comments?post=52173"}],"version-history":[{"count":1,"href":"https:\/\/infinitydomainhosting.com\/kb\/wp-json\/wp\/v2\/posts\/52173\/revisions"}],"predecessor-version":[{"id":52175,"href":"https:\/\/infinitydomainhosting.com\/kb\/wp-json\/wp\/v2\/posts\/52173\/revisions\/52175"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infinitydomainhosting.com\/kb\/wp-json\/wp\/v2\/media\/52174"}],"wp:attachment":[{"href":"https:\/\/infinitydomainhosting.com\/kb\/wp-json\/wp\/v2\/media?parent=52173"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infinitydomainhosting.com\/kb\/wp-json\/wp\/v2\/categories?post=52173"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infinitydomainhosting.com\/kb\/wp-json\/wp\/v2\/tags?post=52173"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}