{"id":9089,"date":"2026-08-10T10:03:28","date_gmt":"2026-08-10T10:03:28","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/linkedin-python-for-data-science-and-machine-learning-essential-training-part-1-2024-3\/"},"modified":"2026-08-10T10:03:28","modified_gmt":"2026-08-10T10:03:28","slug":"linkedin-python-for-data-science-and-machine-learning-essential-training-part-1-2024-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/linkedin-python-for-data-science-and-machine-learning-essential-training-part-1-2024-3\/","title":{"rendered":"LinkedIn \u2013 Python for Data Science and Machine Learning Essential Training Part 1 2024-3"},"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=\"7:1-7:647\"><span style=\"vertical-align: inherit\">Python for Data Science and Machine Learning Essential Training Part 1. This course is the first part of a popular course on LinkedIn Learning that teaches you how to use Python for data science and machine learning. Instructor, Lillian Pierson, walks you through a hands-on project: a web scraper that downloads and analyzes data from the web. Along the way, you\u2019ll learn techniques for cleaning, reformatting, transforming, and describing raw data, creating visuals, removing outliers, performing simple data analysis, and generating web-based charts using Streamlit. The course is integrated with GitHub Codespaces, an instant cloud development environment that offers all the functionality of your favorite IDE without the need for a local setup.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"9:1-9:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-18:0\">\n<li data-sourcepos=\"11:1-11:38\"><span style=\"vertical-align: inherit\">Basic concepts of data science and machine learning<\/span><\/li>\n<li data-sourcepos=\"12:1-12:61\"><span style=\"vertical-align: inherit\">Using Python to prepare data with Numpy and pandas<\/span><\/li>\n<li data-sourcepos=\"13:1-13:54\"><span style=\"vertical-align: inherit\">Data visualization techniques with matplotlib and Seaborn<\/span><\/li>\n<li data-sourcepos=\"14:1-14:36\"><span style=\"vertical-align: inherit\">Performing exploratory data analysis (EDA)<\/span><\/li>\n<li data-sourcepos=\"15:1-15:35\"><span style=\"vertical-align: inherit\">Introduction to Applied Machine Learning<\/span><\/li>\n<li data-sourcepos=\"16:1-16:51\"><span style=\"vertical-align: inherit\">Web scraping using Python and BeautifulSoup<\/span><\/li>\n<li data-sourcepos=\"17:1-18:0\"><span style=\"vertical-align: inherit\">Creating interactive analytics apps with Streamlit<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"19:1-19:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"21:1-25:0\">\n<li data-sourcepos=\"21:1-21:74\"><span style=\"vertical-align: inherit\">People who are interested in learning data science and machine learning with Python.<\/span><\/li>\n<li data-sourcepos=\"22:1-22:79\"><span style=\"vertical-align: inherit\">People who want to gain practical skills in data analysis and visualization.<\/span><\/li>\n<li data-sourcepos=\"23:1-23:60\"><span style=\"vertical-align: inherit\">People who want to learn about web scraping and Streamlit.<\/span><\/li>\n<li data-sourcepos=\"24:1-25:0\"><span style=\"vertical-align: inherit\">People who want to work with GitHub Codespaces.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course details<\/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\/python-for-data-science-and-machine-learning-essential-training-part-1\" 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\/lillian-pierson-p-e\/\"><span style=\"vertical-align: inherit\">Lillian Pierson, PE<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Education level: Intermediate<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 7 hours and 44 minutes<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/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\" dir=\"ltr\" style=\"text-align: left\">\n<p>&nbsp;<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-969664 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/03\/Python-for-Data-Science-and-Machine-Learning-Essential-Training-Part-1.png\" alt=\"Python for Data Science and Machine Learning Essential Training Part 1\" width=\"440\" height=\"734\"><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Python for Data Science and Machine Learning Essential Training Part 1 Course Images<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-969663 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/03\/Python-for-Data-Science-and-Machine-Learning-Essential-Training-Part-1-1.png\" alt=\"Python for Data Science and Machine Learning Essential Training Part 1\" width=\"1171\" height=\"193\"><\/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; 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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:\/\/dl2.downloadly.ir\/Files\/Elearning\/LinkedIn_Python_for_Data_Science_and_Machine_Learning_Essential_Training_Part_1_2024-3_Downloadly.ir.rar?nocache=1786114244\"><span style=\"vertical-align: inherit\">Download file \u2013 942 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\">942 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Python for Data Science and Machine Learning Essential Training Part 1. 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