{"id":10870,"date":"2026-08-10T10:24:42","date_gmt":"2026-08-10T10:24:42","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-data-science-career-path-100-days-of-data-science-bootcamp-2025-2\/"},"modified":"2026-08-10T10:24:42","modified_gmt":"2026-08-10T10:24:42","slug":"udemy-data-science-career-path-100-days-of-data-science-bootcamp-2025-2","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-data-science-career-path-100-days-of-data-science-bootcamp-2025-2\/","title":{"rendered":"Udemy \u2013 Data Science Career Path: 100 Days of Data Science Bootcamp 2025-2"},"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\">Data Science Career Path: 100 Days of Data Science Bootcamp is an intensive, comprehensive, and uniquely structured course designed for anyone who is truly committed to becoming a well-rounded, career-ready data scientist\u2014regardless of their current background, prior experience, or educational background. Often, learners struggle with scattered resources, conflicting guidance, or theoretical content that doesn\u2019t lead to real competency. This course solves that problem. It\u2019s structured to provide incremental, daily, step-by-step progress, helping you turn knowledge into ability and ability into job readiness.<\/span><\/p>\n<div data-purpose=\"safely-set-inner-html:description:description\">\n<p data-sourcepos=\"11:1-11:366\"><span style=\"vertical-align: inherit\">This 100-day course is not a superficial overview, but a structured, professional roadmap that builds your knowledge, skill set, and intuition in data science layer by layer. The course follows a realistic and operational philosophy using a powerful credit fraud dataset and a set of structured learning blocks, gradually introducing you to the entire data science landscape. Each day in the course, you will engage in guided lessons and practical coding tasks that reflect the daily work of real data scientists.<\/span><\/p>\n<h3 data-sourcepos=\"17:1-17:23\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul data-sourcepos=\"19:1-29:0\">\n<li data-sourcepos=\"19:1-19:103\"><span style=\"vertical-align: inherit\">You will understand the basics of data science, its applications, and the step-by-step process to become a data scientist.<\/span><\/li>\n<li data-sourcepos=\"20:1-20:132\"><span style=\"vertical-align: inherit\">Using Python programming, you will analyze data, from variables and data types to loops, functions, and object-oriented concepts.<\/span><\/li>\n<li data-sourcepos=\"21:1-21:111\"><span style=\"vertical-align: inherit\">You will apply statistics and probability concepts, including distributions, hypothesis testing, and inferential analysis, using Python.<\/span><\/li>\n<li data-sourcepos=\"22:1-22:131\"><span style=\"vertical-align: inherit\">You will perform data cleaning, transformation, and exploratory analysis using real datasets and libraries <\/span><code>pandas<\/code><span style=\"vertical-align: inherit\">.<\/span><code>NumPy<\/code><\/li>\n<li data-sourcepos=\"23:1-23:179\"><span style=\"vertical-align: inherit\">You will effectively visualize data with Python and create bar charts, histograms, scatter plots, heat maps, box plots, and more.<\/span><\/li>\n<li data-sourcepos=\"24:1-24:172\"><span style=\"vertical-align: inherit\">You will learn the essential mathematics and build machine learning models for regression, classification, and clustering using <\/span><code>scikit-learn<\/code><span style=\"vertical-align: inherit\">and properly evaluate them.<\/span><\/li>\n<li data-sourcepos=\"25:1-25:128\"><span style=\"vertical-align: inherit\">You will learn advanced machine learning techniques such as cross-validation, feature engineering, regularizations, and hyperparameter tuning.<\/span><\/li>\n<li data-sourcepos=\"26:1-26:127\"><span style=\"vertical-align: inherit\">You will implement popular group learning methods including <\/span><code>Random Forest<\/code><span style=\"vertical-align: inherit\">, <\/span><code>AdaBoost<\/code><span style=\"vertical-align: inherit\">, <\/span><code>CatBoost<\/code><span style=\"vertical-align: inherit\">, <\/span><code>LightGBM<\/code><span style=\"vertical-align: inherit\">and .<\/span><code>XGBoost<\/code><\/li>\n<li data-sourcepos=\"27:1-27:117\"><code>TensorFlow<\/code><span style=\"vertical-align: inherit\">You will explore deep learning using neural networks , from data preprocessing to model evaluation.<\/span><\/li>\n<li data-sourcepos=\"28:1-29:0\"><span style=\"vertical-align: inherit\">With real-world projects and assessments, you will gain hands-on experience and build a strong portfolio for the data science field.<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"133:1-133:29\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul data-sourcepos=\"135:1-137:62\">\n<li data-sourcepos=\"135:1-135:28\"><span style=\"vertical-align: inherit\">Beginners in data science.<\/span><\/li>\n<li data-sourcepos=\"136:1-136:57\"><span style=\"vertical-align: inherit\">Ignorant people who think about learning complete data science.<\/span><\/li>\n<li data-sourcepos=\"137:1-137:62\"><span style=\"vertical-align: inherit\">Anyone from any background who dreams of becoming a scientist is given.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Data Science Career Path: 100 Days of Data Science Bootcamp Course Details<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/data-science-career-path-100-days-of-data-science-bootcamp\/?couponCode=JUNECP90625\" 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-medium ud-btn-link ud-heading-sm ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/shahriars-analytical-academy\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Shahriar\u2019s Analytical Academy<\/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: 48 hours and 31 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 442<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course syllabus in 2025\/6<\/span><\/h3>\n<h2>&nbsp;<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-989990 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/06\/Data-Science-Career-Path-100-Days-of-Data-Science-Bootcamp-1.png\" alt=\"Data Science Career Path: 100 Days of Data Science Bootcamp\" width=\"791\" height=\"1371\"> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-989991 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/06\/Data-Science-Career-Path-100-Days-of-Data-Science-Bootcamp-2.png\" alt=\"Data Science Career Path: 100 Days of Data Science Bootcamp\" width=\"791\" height=\"1570\"> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-989992 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/06\/Data-Science-Career-Path-100-Days-of-Data-Science-Bootcamp-3.png\" alt=\"Data Science Career Path: 100 Days of Data Science Bootcamp\" width=\"791\" height=\"1862\"> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-989993 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/06\/Data-Science-Career-Path-100-Days-of-Data-Science-Bootcamp-4.png\" alt=\"Data Science Career Path: 100 Days of Data Science Bootcamp\" width=\"791\" height=\"2137\"><\/h2>\n<h3><span style=\"vertical-align: inherit\">Prerequisites for the Data Science Career Path: 100 Days of Data Science Bootcamp course<\/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\"><span style=\"vertical-align: inherit\">No experience needed. You will learn everything necessary to be a data scientist in 100 days.<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">School-level algebraic mathematics knowledge must be required. That means you are not eligible to get this course unless you pass at least 10th grade of schooling.<\/span><\/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-989988 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/06\/Data-Science-Career-Path-100-Days-of-Data-Science-Bootcamp.jpg\" alt=\"Data Science Career Path: 100 Days of Data Science Bootcamp\" width=\"799\" height=\"405\"><\/h2>\n<h3><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-168446-1\"><video class=\"wp-video-shortcode\" id=\"video-168446-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Career_Path_100_Days_of_Data_Science_Bootcamp_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Career_Path_100_Days_of_Data_Science_Bootcamp_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Career_Path_100_Days_of_Data_Science_Bootcamp_Downloadly.ir.mp4?nocache=1786139261506\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Career_Path_100_Days_of_Data_Science_Bootcamp_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\">Subtitles: 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:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Data_Science_Career_Path_100_Days_of_Data_Science_Bootcamp_2025-2.part1_Downloadly.ir.rar?nocache=1786139252\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 3 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Data_Science_Career_Path_100_Days_of_Data_Science_Bootcamp_2025-2.part2_Downloadly.ir.rar?nocache=1786139252\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 3 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Data_Science_Career_Path_100_Days_of_Data_Science_Bootcamp_2025-2.part3_Downloadly.ir.rar?nocache=1786139252\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 3 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Data_Science_Career_Path_100_Days_of_Data_Science_Bootcamp_2025-2.part4_Downloadly.ir.rar?nocache=1786139252\"><span style=\"vertical-align: inherit\">Download Part 4 \u2013 3 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Data_Science_Career_Path_100_Days_of_Data_Science_Bootcamp_2025-2.part5_Downloadly.ir.rar?nocache=1786139252\"><span style=\"vertical-align: inherit\">Download Part 5 \u2013 2.98 GB<\/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\">14.9 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Data Science Career Path: 100 Days of Data Science Bootcamp is an intensive, comprehensive, and uniquely structured course designed for anyone who i<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[91263,91264,91265,91266,91267,41713],"class_list":["post-10870","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-data-science-career-path-100-days-of-data-science-bootcamp","dgi_tag-download-course-data-science-career-path-100-days-of-data-science-bootcamp","dgi_tag-download-data-science-career-path-100-days-of-data-science-bootcamp","dgi_tag-free-data-science-career-path-100-days-of-data-science-bootcamp","dgi_tag-free-download-data-science-career-path-100-days-of-data-science-bootcamp","dgi_tag-shahriars-analytical-academy"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/10870","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\/10870\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=10870"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=10870"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=10870"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}