{"id":10766,"date":"2026-08-10T10:23:17","date_gmt":"2026-08-10T10:23:17","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/linkedin-deep-learning-with-python-optimizing-deep-learning-models-2025-2\/"},"modified":"2026-08-10T10:23:17","modified_gmt":"2026-08-10T10:23:17","slug":"linkedin-deep-learning-with-python-optimizing-deep-learning-models-2025-2","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/linkedin-deep-learning-with-python-optimizing-deep-learning-models-2025-2\/","title":{"rendered":"LinkedIn \u2013 Deep Learning with Python: Optimizing Deep Learning Models 2025-2"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"9:1-9:498\"><span style=\"vertical-align: inherit\">Deep Learning with Python: Optimizing Deep Learning Models. This course teaches techniques for improving the performance and efficiency of deep learning models. Taught by Frederik Nowangang, the course focuses on the practical aspects of machine learning and walks participants through real-world coding exercises. Key topics include data preprocessing, data augmentation, regularization methods to prevent overfitting, optimization algorithms, and hyperparameter tuning. The course is integrated with GitHub Codespaces, which provides a ready-made cloud development environment that allows for hands-on practice without the need for local setup. It includes all the essential tools and is accessible from any device, at any time. To learn how to use this environment, read the relevant section in the course. This course is designed for deep learning enthusiasts who want to improve their hands-on skills.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"13:1-13:24\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"15:1-20:0\">\n<li data-sourcepos=\"15:1-15:76\"><span style=\"vertical-align: inherit\">Understand the different techniques used to optimize deep learning models.<\/span><\/li>\n<li data-sourcepos=\"16:1-16:45\"><span style=\"vertical-align: inherit\">Preprocessing and enhancing text and image data.<\/span><\/li>\n<li data-sourcepos=\"17:1-17:125\"><span style=\"vertical-align: inherit\">Using Python to implement regularization techniques in a deep learning model to reduce overfitting.<\/span><\/li>\n<li data-sourcepos=\"18:1-18:80\"><span style=\"vertical-align: inherit\">Understand how different optimization algorithms work and when it\u2019s best to use them.<\/span><\/li>\n<li data-sourcepos=\"19:1-20:0\"><span style=\"vertical-align: inherit\">Using Python to tune the hyperparameters of a deep learning model.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"23:1-23:30\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"25:1-28:106\">\n<li data-sourcepos=\"25:1-25:86\"><span style=\"vertical-align: inherit\">Deep learning enthusiasts looking to improve the performance and efficiency of their models.<\/span><\/li>\n<li data-sourcepos=\"26:1-26:113\"><span style=\"vertical-align: inherit\">Students and professionals who want to gain practical skills in optimizing deep learning models with Python.<\/span><\/li>\n<li data-sourcepos=\"27:1-27:138\"><span style=\"vertical-align: inherit\">Anyone looking for a deeper understanding of data preprocessing, regularization, optimization algorithms, and hyperparameter tuning in deep learning.<\/span><\/li>\n<li data-sourcepos=\"28:1-28:106\"><span style=\"vertical-align: inherit\">People who want to use cloud development environments like GitHub Codespaces for coding practice.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course details: Deep Learning with Python: Optimizing Deep Learning Models<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.linkedin.com\/learning\/deep-learning-with-python-optimizing-deep-learning-models\/what-you-should-know\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">LinkedIn<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/frederick-nwanganga\/\"><span style=\"vertical-align: inherit\">Frederick Nwanganga<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Education level: Intermediate<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 2 hours and 1 minute<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\">&nbsp;<\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-988728 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/06\/Deep-Learning-with-Python-Optimizing-Deep-Learning-Models-1.png\" alt=\"Deep Learning with Python: Optimizing Deep Learning Models\" width=\"404\" height=\"466\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Images of the Deep Learning with Python: Optimizing Deep Learning Models course<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\">&nbsp;<\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-988729 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/06\/Deep-Learning-with-Python-Optimizing-Deep-Learning-Models.png\" alt=\"Deep Learning with Python: Optimizing Deep Learning Models\" width=\"1067\" height=\"207\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Sample course video<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-167836-1\"><video class=\"wp-video-shortcode\" id=\"video-167836-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Deep_Learning_with_Python_Optimizing_Deep_Learning_Models_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Deep_Learning_with_Python_Optimizing_Deep_Learning_Models_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Deep_Learning_with_Python_Optimizing_Deep_Learning_Models_Downloadly.ir.mp4?nocache=1786138999031\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Deep_Learning_with_Python_Optimizing_Deep_Learning_Models_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div dir=\"ltr\" style=\"text-align: left\">\n<h3><span style=\"vertical-align: inherit\">Installation Guide<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">After Extract, view with your favorite player.<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Subtitles: English<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/LinkedIn_Deep_Learning_with_Python_Optimizing_Deep_Learning_Models_2025-2_Downloadly.ir.rar?nocache=1786138998\"><span style=\"vertical-align: inherit\">Download file \u2013 204 MB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">204 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Deep Learning with Python: Optimizing Deep Learning Models. 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