{"id":7304,"date":"2026-08-10T09:42:40","date_gmt":"2026-08-10T09:42:40","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/linkedin-exploring-data-science-with-net-using-polyglot-notebooks-ml-net-2024-10\/"},"modified":"2026-08-10T09:42:40","modified_gmt":"2026-08-10T09:42:40","slug":"linkedin-exploring-data-science-with-net-using-polyglot-notebooks-ml-net-2024-10","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/linkedin-exploring-data-science-with-net-using-polyglot-notebooks-ml-net-2024-10\/","title":{"rendered":"LinkedIn \u2013 Exploring Data Science with .NET using Polyglot Notebooks &#038; ML.NET 2024-10"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<div id=\"chat-history\" class=\"chat-history-scroll-container ng-tns-c2537533752-2\" style=\"text-align: left\">\n<div id=\"c8e0407409249800\" class=\"conversation-container ng-tns-c2537533752-2 message-actions-hover-boundary response-optimization ng-star-inserted\">\n<div class=\"response-container ng-tns-c2001758256-47 response-optimization is-mobile ng-star-inserted response-container-has-multiple-responses\">\n<div class=\"presented-response-container ng-tns-c2001758256-47\">\n<div class=\"response-container-content ng-tns-c2001758256-47\">\n<div class=\"response-content ng-tns-c2001758256-47\">\n<div class=\"markdown markdown-main-panel tutor-markdown-rendering response-optimization stronger\">\n<p data-sourcepos=\"5:1-5:315\"><span style=\"vertical-align: inherit\">The course Exploring Data Science with .NET using Polyglot Notebooks &amp; ML.NET is a comprehensive path for .NET developers who want to enter the fascinating world of data and artificial intelligence. With a practical and project-based approach, this course enables you to get to know the tools and techniques used in data science in a practical way from the very beginning.<\/span><\/p>\n<h3 data-sourcepos=\"7:1-7:35\"><span style=\"vertical-align: inherit\">What you will learn in this course:<\/span><\/h3>\n<ul data-sourcepos=\"9:1-13:0\">\n<li data-sourcepos=\"9:1-9:204\"><span style=\"vertical-align: inherit\">Integration of programming languages: With Polyglot Notebooks, you can use the power of different languages \u200b\u200blike C#, F# and Python in a single environment and choose the best tool for each part of your project.<\/span><\/li>\n<li data-sourcepos=\"10:1-10:220\"><span style=\"vertical-align: inherit\">Machine learning with ML.NET: ML.NET is a powerful library for building machine learning models in the .NET environment. This course will help you quickly and easily train and evaluate your models using AutoML.<\/span><\/li>\n<li data-sourcepos=\"11:1-11:206\"><span style=\"vertical-align: inherit\">Attractive data visualization: Using libraries like Plotly.NET and ScottPlot, you can display your data as beautiful interactive charts and graphs and gain valuable insights from the data.<\/span><\/li>\n<li data-sourcepos=\"12:1-13:0\"><span style=\"vertical-align: inherit\">Integration with cloud services: The course shows you how to use cloud services such as Azure OpenAI and Semantic Kernel to perform more complex tasks.<\/span><\/li>\n<li data-sourcepos=\"16:1-16:79\"><span style=\"vertical-align: inherit\">Introduction to Polyglot Notebooks: Familiarity with the work environment, code execution and project management<\/span><\/li>\n<li data-sourcepos=\"17:1-17:105\"><span style=\"vertical-align: inherit\">Data acquisition and preparation: reading data from various sources, cleaning the data and converting it to the appropriate format<\/span><\/li>\n<li data-sourcepos=\"18:1-18:78\"><span style=\"vertical-align: inherit\">Exploratory data analysis: preliminary examination of data, calculation of descriptive statistics and discovery of patterns<\/span><\/li>\n<li data-sourcepos=\"19:1-19:82\"><span style=\"vertical-align: inherit\">Modeling with ML.NET: training various models such as regression, classification and clustering<\/span><\/li>\n<li data-sourcepos=\"20:1-20:63\"><span style=\"vertical-align: inherit\">Evaluation of models: evaluating the performance of models and choosing the best model<\/span><\/li>\n<li data-sourcepos=\"21:1-22:0\"><span style=\"vertical-align: inherit\">Developing artificial intelligence-based applications: using trained models in real applications<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"35:1-35:170\"><span style=\"vertical-align: inherit\">Who is this course for?<\/span><\/h3>\n<ul>\n<li data-sourcepos=\"35:1-35:170\"><span style=\"vertical-align: inherit\">This course is a great opportunity for .NET developers to improve their data science and artificial intelligence skills and become a professional data scientist.<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course details<\/span><\/h3>\n<ul style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.linkedin.com\/learning\/exploring-data-science-with-dot-net-using-polyglot-notebooks-ml-dot-net-administration-automation\" 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\/matt-eland\/\"><span style=\"vertical-align: inherit\">Matt Eland<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 2 hours and 1 minute<\/span><\/li>\n<\/ul>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<p style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-947402 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/12\/Exploring-Data-Science-with-.NET-using-Polyglot-Notebooks-ML.NET1_.png\" alt=\"Exploring Data Science with .NET using Polyglot Notebooks &amp; ML.NET\" width=\"393\" height=\"470\"><\/p>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Images of the course Exploring Data Science with .NET using Polyglot Notebooks &amp; ML.NET<\/span><\/h3>\n<p style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-947403 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/12\/Exploring-Data-Science-with-.NET-using-Polyglot-Notebooks-ML.NET12.png\" alt=\"Exploring Data Science with .NET using Polyglot Notebooks &amp; ML.NET\" width=\"852\" height=\"201\"><\/p>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Sample video of the course<\/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-147579-1\"><video class=\"wp-video-shortcode\" id=\"video-147579-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Exploring_Data_Science_with_.NET_using_Polyglot_Notebooks_and_ML.NET_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Exploring_Data_Science_with_.NET_using_Polyglot_Notebooks_and_ML.NET_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Exploring_Data_Science_with_.NET_using_Polyglot_Notebooks_and_ML.NET_Downloadly.ir.mp4?nocache=1786109403136\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Exploring_Data_Science_with_.NET_using_Polyglot_Notebooks_and_ML.NET_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 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\">Subtitle: English<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">download link<\/span><\/h3>\n<p style=\"text-align: left\"><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/LinkedIn_Exploring_Data_Science_with_NET_using_Polyglot_Notebooks_and_ML_NET_2024-10_Downloadly.ir.rar?nocache=1786109402\"><span style=\"vertical-align: inherit\">Download file \u2013 160 MB<\/span><\/a><\/p>\n<p style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p style=\"text-align: left\"><span style=\"vertical-align: inherit\">160 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description The course Exploring Data Science with .NET using Polyglot Notebooks &amp; ML.NET is a comprehensive path for .NET developers who want to enter the <\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[67084,67085,67086,67087,67088,40915],"class_list":["post-7304","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-exploring-data-science-with-net-using-polyglot-notebooks-ml-net","dgi_tag-download-course-exploring-data-science-with-net-using-polyglot-notebooks-ml-net","dgi_tag-download-exploring-data-science-with-net-using-polyglot-notebooks-ml-net","dgi_tag-free-download-exploring-data-science-with-net-using-polyglot-notebooks-ml-net","dgi_tag-free-exploring-data-science-with-net-using-polyglot-notebooks-ml-net","dgi_tag-matt-eland"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/7304","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/7304\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=7304"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=7304"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=7304"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}