{"id":4935,"date":"2026-08-10T09:18:07","date_gmt":"2026-08-10T09:18:07","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-learn-data-science-skills-python-pandas-machine-learning-2024-6\/"},"modified":"2026-08-10T09:18:07","modified_gmt":"2026-08-10T09:18:07","slug":"udemy-learn-data-science-skills-python-pandas-machine-learning-2024-6","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-learn-data-science-skills-python-pandas-machine-learning-2024-6\/","title":{"rendered":"Udemy \u2013 Learn Data Science Skills: Python, Pandas, Machine Learning 2024-6"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p><span style=\"vertical-align: inherit\">Learn Data Science Skills: Python Pandas Machine Learning course. This course will introduce you to the skills necessary to become a competent data scientist. In today\u2019s data-driven world, the ability to use and interpret data is not only a valuable skill, but a critical advantage. Whether you\u2019re an aspiring data scientist, a seasoned professional looking to expand your skills, or an entrepreneur aiming to use data to make strategic decisions, our comprehensive data science course offers a transformative learning experience. The course begins with a fundamental review of data science and introduces you to its principles and importance in various industries. You will explore the differences between data science, data engineering, and data analytics and gain a clear understanding of the roles and applications of each. Through real-life case studies and examples, you\u2019ll see how data science is driving innovation and influencing decision-making processes across sectors.<\/span><\/p>\n<div data-purpose=\"safely-set-inner-html:description:description\">\n<p data-sourcepos=\"10:1-10:26\"><span style=\"vertical-align: inherit\">To equip you with the tools you need to effectively analyze data, the course covers essential programming languages \u200b\u200bsuch as Python and R. Whether you\u2019re manipulating data with Pandas, performing numerical operations with NumPy, or creating insightful visualizations with Matplotlib and Seaborn, you\u2019ll develop a diverse skill set that forms the backbone of data science projects. During the course, you will apply your new knowledge in practical projects that simulate real-world challenges. Whether it\u2019s forecasting house prices using regression models or building a web application for interactive data analysis, these projects provide a platform to showcase your skills and build a professional portfolio.<\/span><\/p>\n<h3 class=\"\" data-sourcepos=\"24:1-24:93\"><span style=\"vertical-align: inherit\">What you will learn in the Learn Data Science Skills: Python Pandas Machine Learning course<\/span><\/h3>\n<ul data-sourcepos=\"25:1-25:29\">\n<li data-sourcepos=\"25:1-25:29\"><span style=\"vertical-align: inherit\">Understanding the fundamental concepts of data science<\/span><\/li>\n<li data-sourcepos=\"26:1-26:42\"><span style=\"vertical-align: inherit\">Understanding the applications and impact of data science on industry<\/span><\/li>\n<li data-sourcepos=\"27:1-27:83\"><span style=\"vertical-align: inherit\">Using essential data science libraries such as Pandas, NumPy, Matplotlib and Seaborn<\/span><\/li>\n<li data-sourcepos=\"28:1-28:58\"><span style=\"vertical-align: inherit\">Installing Python and setting up the development environment on Windows and macOS<\/span><\/li>\n<li data-sourcepos=\"29:1-29:47\"><span style=\"vertical-align: inherit\">Understanding the concept of virtual environments and creating\/managing them<\/span><\/li>\n<li data-sourcepos=\"30:1-30:70\"><span style=\"vertical-align: inherit\">Getting to know Jupyter Notebook and using it for interactive data analysis<\/span><\/li>\n<li data-sourcepos=\"31:1-31:56\"><span style=\"vertical-align: inherit\">Explore and manipulate data using Pandas DataFrames<\/span><\/li>\n<li data-sourcepos=\"32:1-32:58\"><span style=\"vertical-align: inherit\">Create and manipulate Pandas Series for efficient data management<\/span><\/li>\n<li data-sourcepos=\"33:1-33:74\"><span style=\"vertical-align: inherit\">Load the dataset into Pandas and perform initial data inspection and cleaning<\/span><\/li>\n<li data-sourcepos=\"34:1-34:1\"><span style=\"vertical-align: inherit\">Data transformation and analysis using Pandas methods<\/span><\/li>\n<li data-sourcepos=\"35:1-35:74\"><span style=\"vertical-align: inherit\">Data visualization using Matplotlib and Seaborn for insights and reporting<\/span><\/li>\n<li data-sourcepos=\"36:1-36:53\"><span style=\"vertical-align: inherit\">Understand supervised, unsupervised and reinforcement learning techniques<\/span><\/li>\n<li data-sourcepos=\"37:1-37:107\"><span style=\"vertical-align: inherit\">Data preprocessing for machine learning models, including handling missing values \u200b\u200band encoding categorical variables<\/span><\/li>\n<li data-sourcepos=\"38:1-38:72\"><span style=\"vertical-align: inherit\">Building, training and evaluating machine learning models using scikit-learn<\/span><\/li>\n<li data-sourcepos=\"39:1-39:70\"><span style=\"vertical-align: inherit\">Measure model performance using metrics such as accuracy, confusion matrix, and classification report<\/span><\/li>\n<li data-sourcepos=\"40:1-41:0\"><span style=\"vertical-align: inherit\">Deploying a machine learning model for real-time predictions and understanding model interpretation techniques<\/span><\/li>\n<\/ul>\n<h3 class=\"\" data-sourcepos=\"42:1-42:30\"><span style=\"vertical-align: inherit\">This course is suitable for people who<\/span><\/h3>\n<ul data-sourcepos=\"43:1-48:38\">\n<li data-sourcepos=\"43:1-43:28\"><span style=\"vertical-align: inherit\">Future data scientists<\/span><\/li>\n<li data-sourcepos=\"44:1-44:28\"><span style=\"vertical-align: inherit\">Students and graduates<\/span><\/li>\n<li data-sourcepos=\"45:1-45:32\"><span style=\"vertical-align: inherit\">Professionals changing career paths<\/span><\/li>\n<li data-sourcepos=\"46:1-46:26\"><span style=\"vertical-align: inherit\">Data analysts and engineers<\/span><\/li>\n<li data-sourcepos=\"47:1-47:27\"><span style=\"vertical-align: inherit\">Entrepreneurs and business owners<\/span><\/li>\n<li data-sourcepos=\"48:1-48:38\"><span style=\"vertical-align: inherit\">Anyone interested in data science<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Details of the Learn Data Science Skills: Python Pandas Machine Learning course<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/learn-data-science-skills-python-pandas-machine-learning\/?couponCode=KEEPLEARNING\" target=\"_blank\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor:&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\/skill-tree\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Skill Tree<\/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: 7 hours and 13 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 109<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h2>&nbsp;<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-919810 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/08\/Learn-Data-Science-Skills-Python-Pandas-Machine-Learning3.jpg\" alt=\"Learn Data Science Skills: Python Pandas Machine Learning\" width=\"799\" height=\"409\"><\/h2>\n<h3><span style=\"vertical-align: inherit\">Learn Data Science Skills: Python Pandas Machine Learning course prerequisites<\/span><\/h3>\n<div class=\"ud-block-list-item ud-block-list-item-small ud-block-list-item-tight ud-block-list-item-neutral ud-text-sm\">\n<ul>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\">Basic Computer Literacy<\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\">Basic knowledge of algebra, including variables, equations, and basic operations.<\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\">No prior programming experience required, but familiarity with the basics of programming concepts (e.g., variables, loops, conditional statements) is beneficial.<\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\">Access to a computer with internet connectivity.<\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\">Ability to install software, including Python and necessary libraries (installation instructions will be provided)<\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-919809 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/08\/Learn-Data-Science-Skills-Python-Pandas-Machine-Learning.jpg\" alt=\"Learn Data Science Skills: Python Pandas Machine Learning\" width=\"806\" height=\"322\"><\/h2>\n<h3><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-134896-1\"><video class=\"wp-video-shortcode\" id=\"video-134896-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Learn_Data_Science_Skills_Python_Pandas_Machine_Learning_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Learn_Data_Science_Skills_Python_Pandas_Machine_Learning_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Learn_Data_Science_Skills_Python_Pandas_Machine_Learning_Downloadly.ir.mp4?nocache=1786102821657\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Learn_Data_Science_Skills_Python_Pandas_Machine_Learning_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>\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><span style=\"vertical-align: inherit\">download link<\/span><\/h3>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Learn_Data_Science_Skills_Python_Pandas_Machine_Learning_2024-6.part1_Downloadly.ir.rar?nocache=1786102820\"><span style=\"vertical-align: inherit\">Download part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Learn_Data_Science_Skills_Python_Pandas_Machine_Learning_2024-6.part2_Downloadly.ir.rar?nocache=1786102820\"><span style=\"vertical-align: inherit\">Download part 2 \u2013 338 MB<\/span><\/a><\/p>\n<p><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">1.3 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Learn Data Science Skills: Python Pandas Machine Learning course. This course will introduce you to the skills necessary to become a competent data <\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[50670,50671,50672,50673,50674,50675],"class_list":["post-4935","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-learn-data-science-skills-python-pandas-machine-learning","dgi_tag-download-course-learn-data-science-skills-python-pandas-machine-learning","dgi_tag-download-learn-data-science-skills-python-pandas-machine-learning","dgi_tag-free-download-learn-data-science-skills-python-pandas-machine-learning","dgi_tag-free-learn-data-science-skills-python-pandas-machine-learning","dgi_tag-skill-tree"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/4935","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\/4935\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=4935"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=4935"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=4935"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}