{"id":5725,"date":"2026-08-10T09:25:52","date_gmt":"2026-08-10T09:25:52","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-machine-learning-0-to-100-python-artificial-intelligence-2024-9\/"},"modified":"2026-08-10T09:25:52","modified_gmt":"2026-08-10T09:25:52","slug":"udemy-machine-learning-0-to-100-python-artificial-intelligence-2024-9","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-machine-learning-0-to-100-python-artificial-intelligence-2024-9\/","title":{"rendered":"Udemy \u2013 Machine Learning 0 to 100 | python | Artificial Intelligence 2024-9"},"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=\"7:1-7:358\"><span style=\"vertical-align: inherit\">Machine Learning course 0 to 100 Python | Artificial intelligence. Learn machine learning skills from basic concepts to practical real-world applications. This comprehensive course is designed to bridge the gap between theory and practice. Whether you\u2019re an aspiring data scientist, an experienced developer, or a business professional looking to take advantage of machine learning capabilities, this course will provide you with the tools and knowledge you need to succeed.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"9:1-9:24\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-22:0\">\n<li data-sourcepos=\"11:1-11:148\"><span style=\"vertical-align: inherit\">Basics of Machine Learning: You will understand the basic concepts and terms of machine learning. You will distinguish types of machine learning (supervised, unsupervised).<\/span><\/li>\n<li data-sourcepos=\"12:1-12:182\"><span style=\"vertical-align: inherit\">Real World Applications of Machine Learning: You will identify different applications of machine learning in different industries. You will explore case studies of successful machine learning implementations.<\/span><\/li>\n<li data-sourcepos=\"13:1-13:169\"><span style=\"vertical-align: inherit\">Key Machine Learning Terms and Concepts: You will understand key terms such as features, labels, models, training, testing, overfitting, underfitting, and model evaluation criteria.<\/span><\/li>\n<li data-sourcepos=\"14:1-14:150\"><span style=\"vertical-align: inherit\">Different Machine Learning Algorithms: You will learn the basics of different algorithms (linear regression, decision tree, support vector machines and neural networks).<\/span><\/li>\n<li data-sourcepos=\"15:1-15:137\"><span style=\"vertical-align: inherit\">Data collection and preprocessing techniques: You will learn data collection methods from various sources, data cleaning and normalization techniques.<\/span><\/li>\n<li data-sourcepos=\"16:1-16:207\"><span style=\"vertical-align: inherit\">Implement data visualization to gain insights: You will create and interpret various charts and visualizations using libraries such as Matplotlib. You will use visual tools to identify patterns and trends.<\/span><\/li>\n<li data-sourcepos=\"17:1-17:170\"><span style=\"vertical-align: inherit\">Mastering Python for Machine Learning: Write efficient and readable Python code using best practices. Use the main data science libraries (NumPy, pandas, \u2026).<\/span><\/li>\n<li data-sourcepos=\"18:1-18:155\"><span style=\"vertical-align: inherit\">Evaluate and interpret machine learning models: use metrics such as precision, accuracy, recall, F1 score, and ROC-AUC. Perform comprehensive error analysis.<\/span><\/li>\n<li data-sourcepos=\"19:1-19:188\"><span style=\"vertical-align: inherit\">Implement model tuning techniques: use cross-validation, grid search, and random search to find optimal model parameters. Use ensemble models (bagging, boosting).<\/span><\/li>\n<li data-sourcepos=\"20:1-20:175\"><span style=\"vertical-align: inherit\">Solve common problems in machine learning: Identify and solve common problems such as data imbalance, high dimensionality, and multicollinearity. Implement techniques to handle missing data.<\/span><\/li>\n<li data-sourcepos=\"21:1-22:0\"><span style=\"vertical-align: inherit\">Understanding the deployment of machine learning models: Learn the steps and best practices for deploying models in production environments.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"23:1-23:36\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"25:1-27:0\">\n<li data-sourcepos=\"25:1-25:69\"><span style=\"vertical-align: inherit\">All those who want to advance in their career (in any field)<\/span><\/li>\n<li data-sourcepos=\"26:1-27:0\"><span style=\"vertical-align: inherit\">Everyone who doesn\u2019t want to lose their job<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Specifications of the Machine Learning 0 to 100 course Python | Artificial intelligence<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/machine-learning-0-to-100-concepts-coding-exercises\/?couponCode=OF83024D\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer:&nbsp; <\/span><a class=\"ud-btn ud-btn-large ud-btn-link ud-heading-md ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/ghazal-lalooha\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Ghazal Lalooha<\/span><\/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: 5 hours and 39 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 20<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\">&nbsp;<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-928175 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/09\/Machine-Learning-0-to-100-python-Artificial-Intelligence-1.jpg\" alt=\"Machine Learning 0 to 100 | Python | Artificial intelligence\" width=\"882\" height=\"195\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites of the Machine Learning 0 to 100 course Python | Artificial intelligence<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">familiarity with Python programming language<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">familiarity with linear algebra (recommended but not required)<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-928176 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/09\/Machine-Learning-0-to-100-python-Artificial-Intelligence.jpg\" alt=\"Machine Learning 0 to 100 | Python | Artificial intelligence\" width=\"888\" height=\"360\"><\/h3>\n<h3 dir=\"ltr\" 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-138943-1\"><video class=\"wp-video-shortcode\" id=\"video-138943-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_0_to_100_python_Artificial_Intelligence_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_0_to_100_python_Artificial_Intelligence_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_0_to_100_python_Artificial_Intelligence_Downloadly.ir.mp4?nocache=1786105131440\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_0_to_100_python_Artificial_Intelligence_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\">Subtitle: None<\/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:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Machine_Learning_0_to_100_python_Artificial_Intelligence_2024-9.part1_Downloadly.ir.rar?nocache=1786105129\"><span style=\"vertical-align: inherit\">Download part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Machine_Learning_0_to_100_python_Artificial_Intelligence_2024-9.part2_Downloadly.ir.rar?nocache=1786105129\"><span style=\"vertical-align: inherit\">Download part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Machine_Learning_0_to_100_python_Artificial_Intelligence_2024-9.part3_Downloadly.ir.rar?nocache=1786105129\"><span style=\"vertical-align: inherit\">Download part 3 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Machine_Learning_0_to_100_python_Artificial_Intelligence_2024-9.part4_Downloadly.ir.rar?nocache=1786105129\"><span style=\"vertical-align: inherit\">Download part 4 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Machine_Learning_0_to_100_python_Artificial_Intelligence_2024-9.part5_Downloadly.ir.rar?nocache=1786105129\"><span style=\"vertical-align: inherit\">Download part 5 \u2013 522 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\">4.5 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Machine Learning course 0 to 100 Python | Artificial intelligence. Learn machine learning skills from basic concepts to practical real-world applica<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[56218,56219,56220,56221,56222,56223],"class_list":["post-5725","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-machine-learning-0-to-100-python-artificial-intelligence","dgi_tag-download-course-machine-learning-0-to-100-python-artificial-intelligence","dgi_tag-download-machine-learning-0-to-100-python-artificial-intelligence","dgi_tag-free-download-machine-learning-0-to-100-python-artificial-intelligence","dgi_tag-free-machine-learning-0-to-100-python-artificial-intelligence","dgi_tag-ghazal-lalooha"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/5725","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\/5725\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=5725"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=5725"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=5725"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}