{"id":10076,"date":"2026-08-10T10:14:43","date_gmt":"2026-08-10T10:14:43","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-data-analysis-with-generative-ai-a-complete-bootcamp-2025-5\/"},"modified":"2026-08-10T10:14:43","modified_gmt":"2026-08-10T10:14:43","slug":"udemy-data-analysis-with-generative-ai-a-complete-bootcamp-2025-5","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-data-analysis-with-generative-ai-a-complete-bootcamp-2025-5\/","title":{"rendered":"Udemy \u2013 Data Analysis with Generative AI \u2013 A Complete Bootcamp 2025-5"},"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 Analysis with Generative AI \u2013 A Complete Bootcamp. In today\u2019s data-driven world, the ability to extract real-time insights from massive, unstructured sources like Twitter is a game-changer for business intelligence, social listening, and decision-making. This course is your comprehensive, practical guide to building powerful AI-powered workflows\u2014from data collection and analysis to visualization and automation\u2014without requiring deep coding experience. Whether you\u2019re a data analyst, business professional, marketer, developer, or AI enthusiast, this course will teach you how to unlock the full potential of modern AI tools from OpenAI, AWS, Tableau, and MongoDB. You\u2019ll learn how to work with live Twitter data, use natural language to query databases, quickly generate visual insights, and build intelligent applications\u2014often without writing a single line of code.<\/span><\/p>\n<div data-purpose=\"safely-set-inner-html:description:description\">\n<p data-sourcepos=\"9:1-9:351\"><span style=\"vertical-align: inherit\">You\u2019ll start by learning how to stream, collect, and analyze tweets in real time using tools like Tableau Pulse and MongoDB natural language charting. From there, you\u2019ll explore how to integrate powerful OpenAI APIs, including the latest GPT and o1 Reasoning models, to classify tweets, extract sentiment, generate content, and even analyze images. You\u2019ll then build productive AI applications using tools like AWS Party Rock and SageMaker Canvas, which allow you to create complete machine learning workflows and analytical dashboards without writing any code. You\u2019ll also explore advanced concepts like vector databases, retrieval-augmented generation (RAG), and reinforcement learning using AWS DeepRacer to train AI agents.<\/span><\/p>\n<h3 data-sourcepos=\"26:1-26:24\"><strong><span style=\"vertical-align: inherit\">What you will learn<\/span><\/strong><\/h3>\n<ul data-sourcepos=\"28:1-41:0\">\n<li data-sourcepos=\"28:1-28:103\"><span style=\"vertical-align: inherit\">Analyze and visualize real-time Twitter data using Tableau Pulse, MongoDB, and serverless dashboards.<\/span><\/li>\n<li data-sourcepos=\"29:1-29:123\"><span style=\"vertical-align: inherit\">Use OpenAI APIs (GPT, V1, o1 Reasoning, and Canvas) to classify tweets, transform images, and analyze collaborative data.<\/span><\/li>\n<li data-sourcepos=\"30:1-30:96\"><span style=\"vertical-align: inherit\">Integrate web search and file inputs into AI-powered tweet analysis for deeper insights.<\/span><\/li>\n<li data-sourcepos=\"31:1-31:113\"><span style=\"vertical-align: inherit\">Compare advanced AI models like OpenAI o1 vs. GPT to understand reasoning capabilities with data and images.<\/span><\/li>\n<li data-sourcepos=\"32:1-32:99\"><span style=\"vertical-align: inherit\">Build AI-powered apps without coding using AWS Party Rock and SageMaker Canvas.<\/span><\/li>\n<li data-sourcepos=\"33:1-33:105\"><span style=\"vertical-align: inherit\">Execute SQL-like queries in natural language with AI-based charting tools ChatGPT and MongoDB.<\/span><\/li>\n<li data-sourcepos=\"34:1-34:108\"><span style=\"vertical-align: inherit\">Explore vector databases and RAG (Recovery Augmented Generation) systems to improve your data pipelines.<\/span><\/li>\n<li data-sourcepos=\"35:1-35:77\"><span style=\"vertical-align: inherit\">Automate code generation and completion with AWS CodeWhisperer for Python workflows.<\/span><\/li>\n<li data-sourcepos=\"36:1-36:82\"><span style=\"vertical-align: inherit\">Train reinforcement learning models for real-world tasks using AWS DeepRacer.<\/span><\/li>\n<li data-sourcepos=\"37:1-37:105\"><span style=\"vertical-align: inherit\">Extract insights and trends from tweets related to the 2024 election using advanced AI tools.<\/span><\/li>\n<li data-sourcepos=\"38:1-38:81\"><span style=\"vertical-align: inherit\">Applying prompt engineering techniques for more accurate and actionable AI outputs.<\/span><\/li>\n<li data-sourcepos=\"39:1-39:105\"><span style=\"vertical-align: inherit\">Connect PostgreSQL and AWS tools to collect, store, and analyze public data such as census information.<\/span><\/li>\n<li data-sourcepos=\"40:1-41:0\"><span style=\"vertical-align: inherit\">Transform unstructured tweet data into structured visual insights with low-code or no-code tools.<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"42:1-42:30\"><strong><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/strong><\/h3>\n<ul data-sourcepos=\"44:1-49:136\">\n<li data-sourcepos=\"44:1-44:162\"><span style=\"vertical-align: inherit\">Data analysts and business intelligence professionals who want to add AI-based tools to their workflow and visualize real-time social media trends.<\/span><\/li>\n<li data-sourcepos=\"45:1-45:106\"><span style=\"vertical-align: inherit\">Social media marketers and analysts looking to uncover insights from Twitter data without writing code.<\/span><\/li>\n<li data-sourcepos=\"46:1-46:135\"><span style=\"vertical-align: inherit\">Developers and tech enthusiasts who are eager to experiment with OpenAI APIs, vector databases, and no-code AI platforms.<\/span><\/li>\n<li data-sourcepos=\"47:1-47:109\"><span style=\"vertical-align: inherit\">Business professionals and decision makers interested in automating data analysis and building intelligent dashboards.<\/span><\/li>\n<li data-sourcepos=\"48:1-48:149\"><span style=\"vertical-align: inherit\">Students and people looking to make a career change and looking for hands-on experience with popular AI and cloud technologies like AWS, MongoDB, and OpenAI.<\/span><\/li>\n<li data-sourcepos=\"49:1-49:136\"><span style=\"vertical-align: inherit\">Anyone who is curious about AI-based data analysis and wants to learn by doing practical, real-world projects with live data.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Course details: Data Analysis with Generative AI \u2013 A Complete Bootcamp<\/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-analysis-with-generative-ai\/?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\/data-analysis-academy\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Data Analysis 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: 9 hours and 53 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 21<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course topics<\/span><\/h3>\n<h2>&nbsp;<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-981293 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/05\/Data-Analysis-with-Generative-AI-A-Complete-Bootcamp-23.png\" alt=\"Data Analysis with Generative AI - A Complete Bootcamp\" width=\"794\" height=\"113\"><\/h2>\n<h3><span style=\"vertical-align: inherit\">Prerequisites for the Data Analysis with Generative AI \u2013 A Complete 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\">Basic computer literacy \u2013 You should be comfortable using a web browser, navigating online platforms, and managing files.<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Familiarity with data concepts \u2013 A general understanding of terms like \u201cdataset,\u201d \u201cquery,\u201d or \u201cdashboard\u201d is helpful but not required.<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Curiosity about AI and data analysis \u2013 No prior experience with OpenAI, AWS, or machine learning is needed \u2013 this course is designed to introduce and guide you through these tools step by step.<\/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-981292 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/05\/Data-Analysis-with-Generative-AI-A-Complete-Bootcamp.png\" alt=\"Data Analysis with Generative AI - A Complete Bootcamp\" width=\"803\" height=\"343\"><\/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-163790-1\"><video class=\"wp-video-shortcode\" id=\"video-163790-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Analysis_with_Generative_AI_A_Complete_Bootcamp_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Analysis_with_Generative_AI_A_Complete_Bootcamp_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Analysis_with_Generative_AI_A_Complete_Bootcamp_Downloadly.ir.mp4?nocache=1786137051953\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Analysis_with_Generative_AI_A_Complete_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_Analysis_with_Generative_AI_A_Complete_Bootcamp_2025-5.part1_Downloadly.ir.rar?nocache=1786137051\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Data_Analysis_with_Generative_AI_A_Complete_Bootcamp_2025-5.part2_Downloadly.ir.rar?nocache=1786137051\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Data_Analysis_with_Generative_AI_A_Complete_Bootcamp_2025-5.part3_Downloadly.ir.rar?nocache=1786137051\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Data_Analysis_with_Generative_AI_A_Complete_Bootcamp_2025-5.part4_Downloadly.ir.rar?nocache=1786137051\"><span style=\"vertical-align: inherit\">Download Part 4 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Data_Analysis_with_Generative_AI_A_Complete_Bootcamp_2025-5.part5_Downloadly.ir.rar?nocache=1786137051\"><span style=\"vertical-align: inherit\">Download Part 5 \u2013 304 MB<\/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\">4.3 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Data Analysis with Generative AI \u2013 A Complete Bootcamp. In today\u2019s data-driven world, the ability to extract real-time insights from massive, unstru<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[85829,85828,85830,85831,85832,85833],"class_list":["post-10076","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-data-analysis-with-generative-ai-a-complete-bootcamp","dgi_tag-data-analysis-academy","dgi_tag-download-course-data-analysis-with-generative-ai-a-complete-bootcamp","dgi_tag-download-data-analysis-with-generative-ai-a-complete-bootcamp","dgi_tag-free-data-analysis-with-generative-ai-a-complete-bootcamp","dgi_tag-free-download-data-analysis-with-generative-ai-a-complete-bootcamp"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/10076","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\/10076\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=10076"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=10076"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=10076"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}