{"id":1180,"date":"2026-03-22T04:22:44","date_gmt":"2026-03-22T04:22:44","guid":{"rendered":"https:\/\/gacademyhub.com\/edu\/?page_id=1180"},"modified":"2026-04-13T22:29:17","modified_gmt":"2026-04-13T22:29:17","slug":"machine-learning-ml-platforms-model-building","status":"publish","type":"page","link":"https:\/\/gacademyhub.com\/edu\/machine-learning-ml-platforms-model-building\/","title":{"rendered":"Machine Learning &#038; ML Platforms \/ Model Building"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Machine learning allows computers to learn from data and improve over time, without needing to be manually programmed for every situation. You feed it examples, it finds patterns, and uses those patterns to make smart predictions. Tools like TensorFlow and PyTorch help developers build these systems, while platforms like AWS SageMaker handle the training and deployment process \u2014 turning raw data into reliable, real-world AI solutions.<style>\u00a0 \u00a0 body {&amp;lt;br \/> \u00a0 \u00a0 \u00a0 font-family: Arial, sans-serif;&amp;lt;br \/> \u00a0 \u00a0 \u00a0 margin: 0;&amp;lt;br \/> \u00a0 \u00a0 \u00a0 padding: 20px;&amp;lt;br \/> \u00a0 \u00a0 \u00a0 background: #fff; \/* Template background color *\/&amp;lt;br \/> \u00a0 \u00a0 \u00a0 text-align: center;&amp;lt;br \/> \u00a0 \u00a0 }&amp;lt;br \/> \u00a0 \u00a0 .button-container {&amp;lt;br \/> \u00a0 \u00a0 \u00a0 display: flex;&amp;lt;br \/> \u00a0 \u00a0 \u00a0 justify-content: center;&amp;lt;br \/> \u00a0 \u00a0 \u00a0 flex-wrap: wrap;&amp;lt;br \/> \u00a0 \u00a0 \u00a0 gap: 20px;&amp;lt;br \/> \u00a0 \u00a0 }&amp;lt;br \/> \u00a0 \u00a0 .topic-button {&amp;lt;br \/> \u00a0 \u00a0 \u00a0 background: #fcb900; \u00a0\/* Uniform button color *\/&amp;lt;br \/> \u00a0 \u00a0 \u00a0 border: 2px solid #fcb900;&amp;lt;br \/> \u00a0 \u00a0 \u00a0 border-radius: 8px;&amp;lt;br \/> \u00a0 \u00a0 \u00a0 padding: 15px 25px;&amp;lt;br \/> \u00a0 \u00a0 \u00a0 font-size: 16px;&amp;lt;br \/> \u00a0 \u00a0 \u00a0 font-weight: bold;&amp;lt;br \/> \u00a0 \u00a0 \u00a0 color: #fff; \u00a0\/* White text for contrast *\/&amp;lt;br \/> \u00a0 \u00a0 \u00a0 cursor: pointer;&amp;lt;br \/> \u00a0 \u00a0 \u00a0 transition: transform 0.2s;&amp;lt;br \/> \u00a0 \u00a0 }&amp;lt;br \/> \u00a0 \u00a0 .topic-button:hover {&amp;lt;br \/> \u00a0 \u00a0 \u00a0 transform: scale(1.03);&amp;lt;br \/> \u00a0 \u00a0 }&amp;lt;br \/> \u00a0 <\/style><\/p>\n\n\n\n<figure class=\"wp-block-image alignfull size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"900\" src=\"https:\/\/gacademyhub.com\/edu\/wp-content\/uploads\/2026\/02\/\u2014Slidesdocs\u2014futuristic-futuristic-design-of-the_60884520e2.jpg\" alt=\"\" class=\"wp-image-1042\" srcset=\"https:\/\/gacademyhub.com\/edu\/wp-content\/uploads\/2026\/02\/\u2014Slidesdocs\u2014futuristic-futuristic-design-of-the_60884520e2.jpg 1600w, https:\/\/gacademyhub.com\/edu\/wp-content\/uploads\/2026\/02\/\u2014Slidesdocs\u2014futuristic-futuristic-design-of-the_60884520e2-300x169.jpg 300w, https:\/\/gacademyhub.com\/edu\/wp-content\/uploads\/2026\/02\/\u2014Slidesdocs\u2014futuristic-futuristic-design-of-the_60884520e2-1024x576.jpg 1024w, https:\/\/gacademyhub.com\/edu\/wp-content\/uploads\/2026\/02\/\u2014Slidesdocs\u2014futuristic-futuristic-design-of-the_60884520e2-768x432.jpg 768w, https:\/\/gacademyhub.com\/edu\/wp-content\/uploads\/2026\/02\/\u2014Slidesdocs\u2014futuristic-futuristic-design-of-the_60884520e2-1536x864.jpg 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator alignfull has-text-color has-alpha-channel-opacity has-background\" style=\"background-color:#faf3dd;color:#faf3dd\"\/>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-cde32994 wp-block-columns-is-layout-flex\" style=\"margin-bottom:0\">\n<div class=\"wp-block-column has-text-color has-background has-link-color wp-elements-889051da34efc1255f54b18a0620dbdb is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#000000;background-color:#012a4a;padding-top:2em;padding-right:2em;padding-bottom:2em;padding-left:2em\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" id=\"single\" style=\"color:#faf3dd;font-size:clamp(24.034px, 1.502rem + ((1vw - 3.2px) * 1.814), 40px);\">Supervised Learning<\/h2>\n\n\n\n<p class=\"has-text-align-left has-text-color has-small-font-size wp-block-paragraph\" style=\"color:#faf3dd\">Supervised learning is where a model is trained on labeled data \u2014 meaning every example comes with the correct answer attached. The model learns by comparing its predictions to those answers and adjusting until it gets them right. It&#8217;s one of the most common approaches, used in everything from email spam filters to medical diagnosis tools.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-default\" style=\"background-color:#faf3dd;color:#faf3dd\"\/>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-b0be8b0e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-fill\"><a class=\"wp-block-button__link has-text-color has-background has-medium-font-size has-custom-font-size wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=4qVRBYAdLAo\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Video<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/encord.com\/blog\/mastering-supervised-learning-a-comprehensive-guide\/\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Article<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-text-color has-background has-link-color wp-elements-dde88130ca0777572398291bf9b0a3eb is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#000000;background-color:#013a63;padding-top:2em;padding-right:2em;padding-bottom:2em;padding-left:2em\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" id=\"family\" style=\"color:#faf3dd;font-size:clamp(24.034px, 1.502rem + ((1vw - 3.2px) * 1.814), 40px);\">Unsupervised Learning<\/h2>\n\n\n\n<p class=\"has-text-color has-small-font-size wp-block-paragraph\" style=\"color:#faf3dd\">Unsupervised learning works with data that has no labels at all. Instead of being told the right answer, the model finds hidden patterns and groups on its own. This is useful for things like customer segmentation, where you want to discover natural groupings in your data without knowing what to look for in advance.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-wide\" style=\"background-color:#faf3dd;color:#faf3dd\"\/>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-b0be8b0e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-fill\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=JnnaDNNb380\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Video<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-fill\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.ibm.com\/think\/topics\/unsupervised-learning\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Article<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-text-color has-background has-link-color wp-elements-5b3c2ab9a209d201a16a030fd54cfd39 is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#000000;background-color:#01497c;padding-top:2em;padding-right:2em;padding-bottom:2em;padding-left:2em\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" id=\"patron\" style=\"color:#faf3dd;font-size:clamp(24.034px, 1.502rem + ((1vw - 3.2px) * 1.814), 40px);\">Reinforcement Learning<\/h2>\n\n\n\n<p class=\"has-text-color has-small-font-size wp-block-paragraph\" style=\"color:#faf3dd\">Reinforcement learning trains a model through trial and error. The system takes actions, receives feedback in the form of rewards or penalties, and gradually learns the best strategy over time. It powers applications like robotics, self-driving vehicles, and complex AI decision-making systems.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-wide\" style=\"background-color:#faf3dd;color:#faf3dd\"\/>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-b0be8b0e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=nIgIv4IfJ6s\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Video<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.kdnuggets.com\/2022\/05\/reinforcement-learning-newbies.html\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Article<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-cde32994 wp-block-columns-is-layout-flex\" style=\"margin-bottom:0\">\n<div class=\"wp-block-column has-text-color has-background has-link-color wp-elements-04215d11671e9fbad59f812ace160cff is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#000000;background-color:#014f86;padding-top:2em;padding-right:2em;padding-bottom:2em;padding-left:2em\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" id=\"single\" style=\"color:#faf3dd;font-size:clamp(24.034px, 1.502rem + ((1vw - 3.2px) * 1.814), 40px);\">Neural Networks &amp; Deep Learning<\/h2>\n\n\n\n<p class=\"has-text-color has-small-font-size wp-block-paragraph\" style=\"color:#faf3dd\">Neural networks are systems loosely inspired by the human brain, made up of layers of connected nodes that process information. Deep learning refers to networks with many layers, capable of handling complex tasks like image recognition, speech processing, and language understanding. They form the backbone of most modern AI breakthroughs.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-wide\" style=\"background-color:#faf3dd;color:#faf3dd\"\/>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-b0be8b0e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=oV3ZY6tJiA0\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Video<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/developers.google.com\/machine-learning\/crash-course\/neural-networks\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Article<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-text-color has-background has-link-color wp-elements-28a35410f22855240346df54ca2ece12 is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#000000;background-color:#2a6f97;padding-top:2em;padding-right:2em;padding-bottom:2em;padding-left:2em\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" id=\"family\" style=\"color:#faf3dd;font-size:clamp(24.034px, 1.502rem + ((1vw - 3.2px) * 1.814), 40px);\">Natural Language Processing (NLP)<\/h2>\n\n\n\n<p class=\"has-text-color has-small-font-size wp-block-paragraph\" style=\"color:#faf3dd\">NLP is the branch of ML focused on helping computers understand and work with human language. It powers tools like chatbots, translation software, sentiment analysis, and voice assistants. Models are trained on massive amounts of text data to learn the structure and meaning of language.<\/p>\n\n\n\n<hr class=\"wp-block-separator aligncenter has-text-color has-alpha-channel-opacity has-background is-style-wide\" style=\"margin-top:0;margin-bottom:0;background-color:#faf3dd;color:#faf3dd\"\/>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-b0be8b0e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-fill\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=oi0JXuL19TA\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Video<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-fill\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.datacamp.com\/blog\/what-is-natural-language-processing\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Article<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-text-color has-background has-link-color wp-elements-653d09abf9b688952a68b123e6f377c5 is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#000000;background-color:#2c7da0;padding-top:2em;padding-right:2em;padding-bottom:2em;padding-left:2em\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" id=\"patron\" style=\"color:#faf3dd;font-size:clamp(24.034px, 1.502rem + ((1vw - 3.2px) * 1.814), 40px);\">Computer Vision<\/h2>\n\n\n\n<p class=\"has-text-color has-small-font-size wp-block-paragraph\" style=\"color:#faf3dd\">Computer vision enables machines to interpret and analyze visual information \u2014 images and video. It is used in facial recognition, medical imaging, quality control in manufacturing, and self-driving technology. Models learn to identify objects, detect patterns, and understand scenes from visual input.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-wide\" style=\"background-color:#faf3dd;color:#faf3dd\"\/>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-b0be8b0e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=-4E2-0sxVUM\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Video<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/machinelearningmastery.com\/the-beginners-guide-to-computer-vision-with-python\/\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Article<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-cde32994 wp-block-columns-is-layout-flex\" style=\"margin-bottom:0\">\n<div class=\"wp-block-column has-text-color has-background has-link-color wp-elements-9035f9d158c0f066a90973daaa430e20 is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#000000;background-color:#468faf;padding-top:2em;padding-right:2em;padding-bottom:2em;padding-left:2em\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" id=\"single\" style=\"color:#faf3dd;font-size:clamp(24.034px, 1.502rem + ((1vw - 3.2px) * 1.814), 40px);\">Model Training &amp; Evaluation<\/h2>\n\n\n\n<p class=\"has-text-color has-small-font-size wp-block-paragraph\" style=\"color:#faf3dd\">This is the process of feeding data into a model, measuring how well it performs, and refining it until it reaches an acceptable level of accuracy. Key metrics like precision, recall, and loss are used to judge performance. Proper evaluation ensures the model works reliably on new, unseen data \u2014 not just the data it was trained on.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-wide\" style=\"background-color:#faf3dd;color:#faf3dd\"\/>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-b0be8b0e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=LbX4X71-TFI\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Video<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.statology.org\/complete-guide-model-evaluation-metrics\/\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Article<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-text-color has-background has-link-color wp-elements-9a8950bb8c3e164b1ec54f779285cc05 is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#000000;background-color:#61a5c2;padding-top:2em;padding-right:2em;padding-bottom:2em;padding-left:2em\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" id=\"family\" style=\"color:#faf3dd;font-size:clamp(24.034px, 1.502rem + ((1vw - 3.2px) * 1.814), 40px);\">ML Platforms &amp; Tools<\/h2>\n\n\n\n<p class=\"has-text-color has-small-font-size wp-block-paragraph\" style=\"color:#faf3dd\">ML platforms are the software environments that make building and deploying models practical. Frameworks like TensorFlow and PyTorch provide the technical foundation, while cloud platforms like AWS SageMaker, Google Vertex AI, and Azure ML handle storage, computing power, and deployment at scale. These tools allow teams to focus on solving problems rather than building infrastructure from scratch.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-wide\" style=\"background-color:#faf3dd;color:#faf3dd\"\/>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-b0be8b0e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-fill\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=f-Ly6qMETDY\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Video<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-fill\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.tensorflow.org\/\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Article<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-text-color has-background has-link-color wp-elements-6e99f9c41c3bf7661cf733ed7595df5b is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#000000;background-color:#89c2d9;padding-top:2em;padding-right:2em;padding-bottom:2em;padding-left:2em\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" id=\"patron\" style=\"color:#faf3dd;font-size:clamp(24.034px, 1.502rem + ((1vw - 3.2px) * 1.814), 40px);\">Model Deployment &amp; MLOps<\/h2>\n\n\n\n<p class=\"has-text-color has-small-font-size wp-block-paragraph\" style=\"color:#faf3dd\">Deployment is the process of taking a trained model and making it available for real-world use, typically through an API that other applications can call. MLOps (Machine Learning Operations) is the practice of managing models once they are live \u2014 monitoring performance, retraining with fresh data, and ensuring reliability over time. It bridges the gap between data science and production engineering.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background is-style-wide\" style=\"background-color:#faf3dd;color:#faf3dd\"\/>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-b0be8b0e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=OejCJL2EC3k\" style=\"border-radius:100px;color:#faf3dd;background-color:#c4c1be\">Video<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/aws.amazon.com\/what-is\/mlops\/\" 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