{"id":8703,"date":"2026-08-10T09:59:00","date_gmt":"2026-08-10T09:59:00","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/oreilly-data-science-made-easy-hands-on-analytics-with-no-code-software-tool-knime-2025-1\/"},"modified":"2026-08-10T09:59:00","modified_gmt":"2026-08-10T09:59:00","slug":"oreilly-data-science-made-easy-hands-on-analytics-with-no-code-software-tool-knime-2025-1","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/oreilly-data-science-made-easy-hands-on-analytics-with-no-code-software-tool-knime-2025-1\/","title":{"rendered":"Oreilly \u2013 Data Science Made Easy: Hands-On Analytics with No-Code Software Tool KNIME 2025-1"},"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=\"7:1-7:269\"><span style=\"vertical-align: inherit\">Data Science Made Easy: Hands-On Analytics with No-Code Software Tool KNIME. This course is an introduction to data science, introducing you to fundamental data science concepts, methods, algorithms, and applications. You will also learn how to implement data science best practices using a visual, low-code\/no-code, and intuitive software environment called KNIME.<\/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=\"11:1-16:0\">\n<li data-sourcepos=\"11:1-11:66\"><span style=\"vertical-align: inherit\">Data Science Explained: Defining Data Science and Understanding Related Terms and Concepts<\/span><\/li>\n<li data-sourcepos=\"12:1-12:102\"><span style=\"vertical-align: inherit\">Introduction to data science tools: Familiarity with various data science tools and platforms and using the KNIME platform<\/span><\/li>\n<li data-sourcepos=\"13:1-13:100\"><span style=\"vertical-align: inherit\">Developing Machine Learning Models with KNIME: Developing and testing machine learning models using KNIME<\/span><\/li>\n<li data-sourcepos=\"14:1-14:146\"><span style=\"vertical-align: inherit\">Best practices in data science: Familiarity with best practices in data science, such as dealing with data imbalance, cross-validation, and model ensemble techniques<\/span><\/li>\n<li data-sourcepos=\"15:1-16:0\"><span style=\"vertical-align: inherit\">Text Analysis: Learn the fundamental concepts of text analysis and natural language processing, and its applications such as sentiment analysis and topic modeling.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"17:1-17:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li data-sourcepos=\"19:1-19:84\"><span style=\"vertical-align: inherit\">This course is suitable for anyone interested in learning data science and starting to practice it.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Details of the course Data Science Made Easy: Hands-On Analytics with No-Code Software Tool KNIME<\/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.oreilly.com\/library\/view\/data-science-made\/9780135405253\/?_gl=1*1fdr0bo*_ga*MTU4NjE0OTc3OC4xNzEyMjIyNDU3*_ga_092EL089CH*MTczOTY5ODYyMC40OC4xLjE3Mzk2OTg2MjAuNjAuMC4w\" target=\"_blank\"><span style=\"vertical-align: inherit\">Oreilly<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor: <\/span><a class=\"author-name\" href=\"https:\/\/downloadlynet.ir\/tag\/dursun-delen\/\"><span style=\"vertical-align: inherit\">Dursun Delen<\/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: 4 hours and 46 minutes<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Introduction<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Data Science Made Easy: Introduction<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Lesson 1: Data Science Overview <\/span><br \/><span style=\"vertical-align: inherit\">Topics <\/span><br \/><span style=\"vertical-align: inherit\">1.1 Definition, Terminology, and a Simple Taxonomy <\/span><br \/><span style=\"vertical-align: inherit\">1.2 Data Science Process <\/span><br \/><span style=\"vertical-align: inherit\">1.3 Data Science Methods and Algorithms <\/span><br \/><span style=\"vertical-align: inherit\">1.4 AI\/ML Evolution<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Lesson 2: Data Science Tools <\/span><br \/><span style=\"vertical-align: inherit\">Topics <\/span><br \/><span style=\"vertical-align: inherit\">2.1 Tool Landscape <\/span><br \/><span style=\"vertical-align: inherit\">2.2 Introduction to KNIME AP <\/span><br \/><span style=\"vertical-align: inherit\">2.3 Nodes and Extensions <\/span><br \/><span style=\"vertical-align: inherit\">2.4 KNIME Demo with Iris Dataset\u2014Part 1 <\/span><br \/><span style=\"vertical-align: inherit\">2.5 KNIME Demo with Iris Dataset\u2014Part 2<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Lesson 3: ML Model Development with KNIME <\/span><br \/><span style=\"vertical-align: inherit\">Topics <\/span><br \/><span style=\"vertical-align: inherit\">3.1 Data Ingestion and Preparation\u2014Part 1 <\/span><br \/><span style=\"vertical-align: inherit\">3.2 Data Ingestion and Preparation\u2014Part 2 <\/span><br \/><span style=\"vertical-align: inherit\">3.3 ML Model Building and Testing <\/span><br \/><span style=\"vertical-align: inherit\">3.4 Comparative Assessment<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Lesson 4: Best Practices in Data Science and AI\/ML <\/span><br \/><span style=\"vertical-align: inherit\">Topics <\/span><br \/><span style=\"vertical-align: inherit\">4.1 Data Balancing for Class Imbalance Problem <\/span><br \/><span style=\"vertical-align: inherit\">4.2 Cross Validation for Bias-Variance Tradeoff <\/span><br \/><span style=\"vertical-align: inherit\">4.3 Model Ensembles (with Bagging Boosting) <\/span><br \/><span style=\"vertical-align: inherit\">4.4 Model Explainability (XAI)<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Lesson 5: Text Analytics <\/span><br \/><span style=\"vertical-align: inherit\">Topics <\/span><br \/><span style=\"vertical-align: inherit\">5.1 Overview of Text Mining and Natural Language Processing (NLP) <\/span><br \/><span style=\"vertical-align: inherit\">5.2 Text Mining Process <\/span><br \/><span style=\"vertical-align: inherit\">5.3 TM Applications\u2015Sentiment Analysis <\/span><br \/><span style=\"vertical-align: inherit\">5.4 TM Applications\u2015Topic Modeling<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Summary<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Data Science Made Easy: Summary<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites for the Data Science Made Easy: Hands-On Analytics with No-Code Software Tool KNIME 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\" dir=\"ltr\" style=\"text-align: left\">\n<ul>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">There are no specific prerequisites or must-have requirements for this course. It is designed to attract and benefit anyone at any skill and managerial level who is interested in learning data science.<\/span><\/li>\n<\/ul>\n<\/div>\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-964065 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/02\/Data-Science-Made-Easy-Hands-On-Analytics-with-No-Code-Software-Tool-KNIME.png\" alt=\"Data Science Made Easy: Hands-On Analytics with No-Code Software Tool KNIME\" width=\"1429\" height=\"492\"><\/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; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-154920-1\"><video class=\"wp-video-shortcode\" id=\"video-154920-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Made_Easy_Hands-On_Analytics_with_No-Code_Software_Tool_KNIME_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Made_Easy_Hands-On_Analytics_with_No-Code_Software_Tool_KNIME_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Made_Easy_Hands-On_Analytics_with_No-Code_Software_Tool_KNIME_Downloadly.ir.mp4?nocache=1786112990746\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Made_Easy_Hands-On_Analytics_with_No-Code_Software_Tool_KNIME_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: 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:\/\/dl1.downloadly.ir\/Files\/Elearning\/Oreilly_Data_Science_Made_Easy_Hands-On_Analytics_with_No-Code_Software_Tool_KNIME_2025-1.part1_Downloadly.ir.rar?nocache=1786112989\"><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:\/\/dl1.downloadly.ir\/Files\/Elearning\/Oreilly_Data_Science_Made_Easy_Hands-On_Analytics_with_No-Code_Software_Tool_KNIME_2025-1.part2_Downloadly.ir.rar?nocache=1786112989\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 396 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\">1.3 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Data Science Made Easy: Hands-On Analytics with No-Code Software Tool KNIME. This course is an introduction to data science, introducing you to fund<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[76406,76407,76408,76409,76410,76411],"class_list":["post-8703","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-data-science-made-easy-hands-on-analytics-with-no-code-software-tool-knime","dgi_tag-download-course-data-science-made-easy-hands-on-analytics-with-no-code-software-tool-knime","dgi_tag-download-data-science-made-easy-hands-on-analytics-with-no-code-software-tool-knime","dgi_tag-dursun-delen","dgi_tag-free-data-science-made-easy-hands-on-analytics-with-no-code-software-tool-knime","dgi_tag-free-download-data-science-made-easy-hands-on-analytics-with-no-code-software-tool-knime"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/8703","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\/8703\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=8703"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=8703"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=8703"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}