{"id":9414,"date":"2026-08-10T10:07:12","date_gmt":"2026-08-10T10:07:12","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-python-and-data-science-from-scratch-with-reallife-exercises-2024-2\/"},"modified":"2026-08-10T10:07:12","modified_gmt":"2026-08-10T10:07:12","slug":"udemy-python-and-data-science-from-scratch-with-reallife-exercises-2024-2","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-python-and-data-science-from-scratch-with-reallife-exercises-2024-2\/","title":{"rendered":"Udemy \u2013 Python and Data Science from Scratch With RealLife Exercises 2024-2"},"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\"><span style=\"vertical-align: inherit\">Python and Data Science from Scratch With RealLife Exercises. This course introduces you to Python and the NumPy, Pandas, and Matplotlib libraries to get you started in the world of data science and do real-life projects. Data science is used across industries today, helping companies reduce costs, automate processes, and analyze markets. With its simple syntax and powerful libraries, Python is one of the most important skills for data science enthusiasts. The language emphasizes readability and efficiency, and offers tools suitable for developing desktop, web, and business applications. Whether you are a beginner or an experienced developer, this course helps you get started in data science by learning Python step-by-step and doing practical exercises. You will learn the basics of Python, data analysis, data visualization, and machine learning fundamentals, and you will strengthen your skills with real-life projects.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-11:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"13:1-27:0\">\n<li data-sourcepos=\"13:1-13:83\"><span style=\"vertical-align: inherit\">Skills in collecting, shaping, storing, managing, and analyzing data with Python<\/span><\/li>\n<li data-sourcepos=\"14:1-14:35\"><span style=\"vertical-align: inherit\">Using Python professionally<\/span><\/li>\n<li data-sourcepos=\"15:1-15:21\"><span style=\"vertical-align: inherit\">Using Python 3<\/span><\/li>\n<li data-sourcepos=\"16:1-16:21\"><span style=\"vertical-align: inherit\">Object-oriented programming<\/span><\/li>\n<li data-sourcepos=\"17:1-17:54\"><span style=\"vertical-align: inherit\">Use of free software and tools throughout the course<\/span><\/li>\n<li data-sourcepos=\"18:1-18:45\"><span style=\"vertical-align: inherit\">Working with Python functions, namespaces, and modules<\/span><\/li>\n<li data-sourcepos=\"19:1-19:58\"><span style=\"vertical-align: inherit\">Apply Python knowledge to coding exercises and real-world scenarios<\/span><\/li>\n<li data-sourcepos=\"20:1-20:39\"><span style=\"vertical-align: inherit\">Building a Portfolio with Python Skills<\/span><\/li>\n<li data-sourcepos=\"21:1-21:22\"><span style=\"vertical-align: inherit\">Pandas library basics<\/span><\/li>\n<li data-sourcepos=\"22:1-22:30\"><span style=\"vertical-align: inherit\">Installing and using Anaconda<\/span><\/li>\n<li data-sourcepos=\"23:1-23:52\"><span style=\"vertical-align: inherit\">Using Jupyter notebook for Python and data science<\/span><\/li>\n<li data-sourcepos=\"24:1-24:35\"><span style=\"vertical-align: inherit\">NumPy Arrays for Python NumPy<\/span><\/li>\n<li data-sourcepos=\"25:1-25:65\"><span style=\"vertical-align: inherit\">Combining Dataframes, Cleaning Data, and Handling Missing Data<\/span><\/li>\n<li data-sourcepos=\"26:1-27:0\"><span style=\"vertical-align: inherit\">Using the Matplotlib library and starting your journey in data visualization<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"28:1-28:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"30:1-42:0\">\n<li data-sourcepos=\"30:1-30:59\"><span style=\"vertical-align: inherit\">Anyone who wants to start learning Python and data science.<\/span><\/li>\n<li data-sourcepos=\"31:1-31:66\"><span style=\"vertical-align: inherit\">Anyone who plans to start a career as a Python developer.<\/span><\/li>\n<li data-sourcepos=\"32:1-32:77\"><span style=\"vertical-align: inherit\">Anyone who needs a complete guide to starting and continuing their career with Python.<\/span><\/li>\n<li data-sourcepos=\"33:1-33:70\"><span style=\"vertical-align: inherit\">Software developers who want to learn Python data science.<\/span><\/li>\n<li data-sourcepos=\"34:1-34:69\"><span style=\"vertical-align: inherit\">Anyone who is eager to learn Python data science without any coding background.<\/span><\/li>\n<li data-sourcepos=\"35:1-35:87\"><span style=\"vertical-align: inherit\">Anyone who wants to start a career in data science, Python Data Science, Python NumPy.<\/span><\/li>\n<li data-sourcepos=\"36:1-36:49\"><span style=\"vertical-align: inherit\">Anyone who wants to learn Pandas and NumPy.<\/span><\/li>\n<li data-sourcepos=\"37:1-37:40\"><span style=\"vertical-align: inherit\">Anyone who wants to learn NumPy.<\/span><\/li>\n<li data-sourcepos=\"38:1-38:45\"><span style=\"vertical-align: inherit\">Anyone who wants to learn Matplotlib.<\/span><\/li>\n<li data-sourcepos=\"39:1-39:58\"><span style=\"vertical-align: inherit\">Anyone who wants to work on real data science projects.<\/span><\/li>\n<li data-sourcepos=\"40:1-40:54\"><span style=\"vertical-align: inherit\">Anyone who wants to learn data visualization projects.<\/span><\/li>\n<li data-sourcepos=\"41:1-42:0\"><span style=\"vertical-align: inherit\">People who want to learn NumPy, Pandas, and Matplotlib.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course Details: Python and Data Science from Scratch With RealLife Exercises<\/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\/python-and-data-science-from-scratch-with-reallife-exercises\/?couponCode=LEARNNOWPLANSGB\" target=\"_blank\" rel=\"noopener\"><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-medium ud-btn-link ud-heading-sm ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/oak-academy\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Oak Academy<\/span><\/span><\/a><span style=\"vertical-align: inherit\"> , <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/oak-academy-team\/\"><span style=\"vertical-align: inherit\">OAK Academy Team<\/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: 22 hours and 54 minutes<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course syllabus in 2025\/2<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-973769 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/03\/Python-and-Data-Science-from-Scratch-With-RealLife-Exercises-1.png\" alt=\"Python and Data Science from Scratch With Real Life Exercises\" width=\"879\" height=\"1773\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites for the Python and Data Science from Scratch With RealLife Exercises course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">No prior data science, python, pandas, numpy knowledge is required<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Free software and tools used during the python data science course<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Basic computer knowledge for python, python data science, python pandas, numpy pandas<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Desire to learn data science<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Motivation to learn the second largest number of job postings relative to python program language among all others<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Curiosity for python programming<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Desire to learn Python<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Desire to work on data science project<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Desire to learn python data science, data science from scratch<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Desire to learn python, pandas, numpy, numpy python<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">LIFETIME ACCESS, course updates, new content, anytime, anywhere, on any device<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Nothing else! It\u2019s just you, your computer and your ambition to get started today<\/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-973770 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/03\/Python-and-Data-Science-from-Scratch-With-RealLife-Exercises.png\" alt=\"Python and Data Science from Scratch With Real Life Exercises\" width=\"865\" height=\"400\"><\/h3>\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-159915-1\"><video class=\"wp-video-shortcode\" id=\"video-159915-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Python_and_Data_Science_from_Scratch_With_RealLife_Exercises_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Python_and_Data_Science_from_Scratch_With_RealLife_Exercises_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Python_and_Data_Science_from_Scratch_With_RealLife_Exercises_Downloadly.ir.mp4?nocache=1786115269767\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Python_and_Data_Science_from_Scratch_With_RealLife_Exercises_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: 1080p<\/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\/Udemy_Python_and_Data_Science_from_Scratch_With_RealLife_Exercises_2024-2.part1_Downloadly.ir.rar?nocache=1786115269\"><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:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Python_and_Data_Science_from_Scratch_With_RealLife_Exercises_2024-2.part2_Downloadly.ir.rar?nocache=1786115269\"><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:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Python_and_Data_Science_from_Scratch_With_RealLife_Exercises_2024-2.part3_Downloadly.ir.rar?nocache=1786115269\"><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:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Python_and_Data_Science_from_Scratch_With_RealLife_Exercises_2024-2.part4_Downloadly.ir.rar?nocache=1786115269\"><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:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Python_and_Data_Science_from_Scratch_With_RealLife_Exercises_2024-2.part5_Downloadly.ir.rar?nocache=1786115269\"><span style=\"vertical-align: inherit\">Download Part 5 \u2013 721 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\">4.7 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Python and Data Science from Scratch With RealLife Exercises. This course introduces you to Python and the NumPy, Pandas, and Matplotlib libraries t<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[81360,81361,81362,81363,81364,10666,10933],"class_list":["post-9414","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-python-and-data-science-from-scratch-with-reallife-exercises","dgi_tag-download-course-python-and-data-science-from-scratch-with-reallife-exercises","dgi_tag-download-python-and-data-science-from-scratch-with-reallife-exercises","dgi_tag-free-download-python-and-data-science-from-scratch-with-reallife-exercises","dgi_tag-free-python-and-data-science-from-scratch-with-reallife-exercises","dgi_tag-oak-academy","dgi_tag-oak-academy-team"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/9414","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\/9414\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=9414"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=9414"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=9414"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}