{"id":4765,"date":"2026-08-10T09:16:23","date_gmt":"2026-08-10T09:16:23","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-data-science-tools-python-pandas-machine-learning-eda-2024-6\/"},"modified":"2026-08-10T09:16:23","modified_gmt":"2026-08-10T09:16:23","slug":"udemy-data-science-tools-python-pandas-machine-learning-eda-2024-6","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-data-science-tools-python-pandas-machine-learning-eda-2024-6\/","title":{"rendered":"Udemy \u2013 Data Science Tools: Python, Pandas, Machine Learning, EDA 2024-6"},"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=\"7:1-7:396\"><span style=\"vertical-align: inherit\">Data Science Tools course: Python, Pandas, Machine Learning, EDA. Our course begins by exploring the basics 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 role and applications of each. Through real-world case studies and practical examples, you\u2019ll see how data science is driving innovation and influencing decision-making processes across sectors. Sign up today and begin a journey to data science mastery \u2013 a journey with a new discovery every time.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"13:1-13:93\"><span style=\"vertical-align: inherit\">What you will learn in the Data Science Tools course: Python, Pandas, Machine Learning, EDA<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"15:1-35:0\">\n<li data-sourcepos=\"15:1-15:83\"><span style=\"vertical-align: inherit\">Using essential data science libraries such as Pandas, NumPy, Matplotlib and Seaborn<\/span><\/li>\n<li data-sourcepos=\"16:1-16:47\"><span style=\"vertical-align: inherit\">Distinguish between structured and unstructured data<\/span><\/li>\n<li data-sourcepos=\"17:1-17:55\"><span style=\"vertical-align: inherit\">Gaining skills in Python programming language for data analysis<\/span><\/li>\n<li data-sourcepos=\"18:1-18:29\"><span style=\"vertical-align: inherit\">Understanding the fundamental concepts of data science<\/span><\/li>\n<li data-sourcepos=\"19:1-19:47\"><span style=\"vertical-align: inherit\">Distinguish between data science, data engineering and data analysis<\/span><\/li>\n<li data-sourcepos=\"20:1-20:42\"><span style=\"vertical-align: inherit\">Understanding the applications and impact of data science in industry<\/span><\/li>\n<li data-sourcepos=\"21:1-21:54\"><span style=\"vertical-align: inherit\">Installing Python and setting up the development environment on Windows and macOS<\/span><\/li>\n<li data-sourcepos=\"22:1-22:67\"><span style=\"vertical-align: inherit\">Getting to know Jupyter Notebook and using it for interactive data analysis<\/span><\/li>\n<li data-sourcepos=\"23:1-23:56\"><span style=\"vertical-align: inherit\">Explore and manipulate data using Pandas DataFrames<\/span><\/li>\n<li data-sourcepos=\"24:1-24:58\"><span style=\"vertical-align: inherit\">Creating and manipulating Pandas Series for efficient data management<\/span><\/li>\n<li data-sourcepos=\"25:1-25:73\"><span style=\"vertical-align: inherit\">Upload datasets to Pandas and perform initial data inspection and cleaning<\/span><\/li>\n<li data-sourcepos=\"26:1-26:51\"><span style=\"vertical-align: inherit\">Data transformation and analysis using Pandas methods<\/span><\/li>\n<li data-sourcepos=\"27:1-27:75\"><span style=\"vertical-align: inherit\">Data visualization using Matplotlib and Seaborn for insights and reporting<\/span><\/li>\n<li data-sourcepos=\"28:1-28:59\"><span style=\"vertical-align: inherit\">Using statistical techniques for data exploration and hypothesis testing<\/span><\/li>\n<li data-sourcepos=\"29:1-29:46\"><span style=\"vertical-align: inherit\">Definition of machine learning and its application in data science<\/span><\/li>\n<li data-sourcepos=\"30:1-30:57\"><span style=\"vertical-align: inherit\">Understand supervised, unsupervised and reinforcement learning techniques<\/span><\/li>\n<li data-sourcepos=\"31:1-31:104\"><span style=\"vertical-align: inherit\">Data preprocessing for machine learning models, including handling of missing values \u200b\u200band coding of categorical variables<\/span><\/li>\n<li data-sourcepos=\"32:1-32:72\"><span style=\"vertical-align: inherit\">Building, training and evaluating machine learning models using scikit-learn<\/span><\/li>\n<li data-sourcepos=\"33:1-33:96\"><span style=\"vertical-align: inherit\">Measure model performance using metrics such as accuracy, confusion matrix, and classification report<\/span><\/li>\n<li data-sourcepos=\"34:1-35:0\"><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 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"36:1-36:30\"><span style=\"vertical-align: inherit\">This course is suitable for people who<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"38:1-44:0\">\n<li data-sourcepos=\"38:1-38:27\"><span style=\"vertical-align: inherit\">Data analyst and data engineer<\/span><\/li>\n<li data-sourcepos=\"39:1-39:28\"><span style=\"vertical-align: inherit\">Future data scientists<\/span><\/li>\n<li data-sourcepos=\"40:1-40:28\"><span style=\"vertical-align: inherit\">Students and graduates<\/span><\/li>\n<li data-sourcepos=\"41:1-41:39\"><span style=\"vertical-align: inherit\">Professionals who want to change their career path<\/span><\/li>\n<li data-sourcepos=\"42:1-42:30\"><span style=\"vertical-align: inherit\">Entrepreneurs and business owners<\/span><\/li>\n<li data-sourcepos=\"43:1-44:0\"><span style=\"vertical-align: inherit\">Anyone interested in data science<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Data Science Tools course specifications: Python, Pandas, Machine Learning, EDA<\/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\/data-science-tools-python-pandas-machine-learning-eda\/?couponCode=LEARNNOWPLANS\" 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\/bluelime-learning-solutions\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Bluelime Learning Solutions<\/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: 8 hours and 49 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 122<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course topics on 7\/2024<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-917762 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/08\/Data-Science-Tools-Python-Pandas-Machine-Learning-EDA-1.jpg\" alt=\"Data Science Tools: Python, Pandas, Machine Learning, EDA\" width=\"882\" height=\"565\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Data Science Tools course prerequisites: Python, Pandas, Machine Learning, EDA<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Basic Computer Literacy<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">No prior programming experience required, but familiarity with the basics of programming concepts (eg, variables, loops, conditional statements) is beneficial.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Access to a computer with internet connectivity.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Ability to install software, including Python and necessary libraries (installation instructions will be provided).<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Willingness to learn and explore new tools and technologies (eg, Jupyter Notebook).<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-917763 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/08\/Data-Science-Tools-Python-Pandas-Machine-Learning-EDA.jpg\" alt=\"Data Science Tools: Python, Pandas, Machine Learning, EDA\" width=\"875\" height=\"347\"><\/p>\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-133984-1\"><video class=\"wp-video-shortcode\" id=\"video-133984-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Tools_Python_Pandas_Machine_Learning_EDA_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Tools_Python_Pandas_Machine_Learning_EDA_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Tools_Python_Pandas_Machine_Learning_EDA_Downloadly.ir.mp4?nocache=1786102218857\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Tools_Python_Pandas_Machine_Learning_EDA_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:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Data_Science_Tools_Python_Pandas_Machine_Learning_EDA_2024-6.part1_Downloadly.ir.rar?nocache=1786102218\"><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:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Data_Science_Tools_Python_Pandas_Machine_Learning_EDA_2024-6.part2_Downloadly.ir.rar?nocache=1786102218\"><span style=\"vertical-align: inherit\">Download part 2 \u2013 573 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\">Size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">1.5 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Data Science Tools course: Python, Pandas, Machine Learning, EDA. Our course begins by exploring the basics of data science and introduces you to it<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[12484,49498,49499,49500,49501,49502],"class_list":["post-4765","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-bluelime-learning-solutions","dgi_tag-course-data-science-tools-python-pandas-machine-learning-eda","dgi_tag-download-course-data-science-tools-python-pandas-machine-learning-eda","dgi_tag-download-data-science-tools-python-pandas-machine-learning-eda","dgi_tag-free-data-science-tools-python-pandas-machine-learning-eda","dgi_tag-free-download-data-science-tools-python-pandas-machine-learning-eda"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/4765","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\/4765\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=4765"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=4765"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=4765"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}