{"id":10416,"date":"2026-08-10T10:18:52","date_gmt":"2026-08-10T10:18:52","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/oreilly-starting-data-analytics-with-generative-ai-and-python-video-edition-2024-11\/"},"modified":"2026-08-10T10:18:52","modified_gmt":"2026-08-10T10:18:52","slug":"oreilly-starting-data-analytics-with-generative-ai-and-python-video-edition-2024-11","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/oreilly-starting-data-analytics-with-generative-ai-and-python-video-edition-2024-11\/","title":{"rendered":"Oreilly \u2013 Starting Data Analytics with Generative AI and Python, Video Edition 2024-11"},"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\">Starting Data Analytics with Generative AI and Python, Video Edition. This course teaches you how to improve the speed and accuracy of your data analysis by combining the capabilities of ChatGPT and Python. Designed for all levels, from beginners to experts, this course focuses on practical applications of data analysis and is prepared by experienced professionals. You will learn how to write effective queries for ChatGPT, perform descriptive analysis, create an environment suitable for data analysis, assess data quality, and generate reliable reports. You will also optimize coding and tune data processing pipelines using artificial intelligence. This course shows you how to use artificial intelligence tools to implement analytical techniques with simple commands, while also gaining awareness of the limitations and risks of this technology. With a basic knowledge of data analysis, you can significantly reduce the time to complete projects. By the end of the course, you will be able to achieve faster and better results with less effort. From data collection and cleaning to selecting statistical methods and presenting results, this course will guide you through all stages of data analysis and enhance your skills.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"34:1-34:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"36:1-44:0\">\n<li data-sourcepos=\"36:1-36:35\"><span style=\"vertical-align: inherit\">Writing Great Prompts for ChatGPT<\/span><\/li>\n<li data-sourcepos=\"37:1-37:31\"><span style=\"vertical-align: inherit\">Performing end-to-end descriptive analysis<\/span><\/li>\n<li data-sourcepos=\"38:1-38:43\"><span style=\"vertical-align: inherit\">Setting up an AI-friendly data analysis environment<\/span><\/li>\n<li data-sourcepos=\"39:1-39:28\"><span style=\"vertical-align: inherit\">Assess the quality of your data<\/span><\/li>\n<li data-sourcepos=\"40:1-40:30\"><span style=\"vertical-align: inherit\">Developing a strategic analysis plan<\/span><\/li>\n<li data-sourcepos=\"41:1-41:38\"><span style=\"vertical-align: inherit\">Generating code for analyzing non-textual data<\/span><\/li>\n<li data-sourcepos=\"42:1-42:39\"><span style=\"vertical-align: inherit\">Directly inspect text data with ChatGPT<\/span><\/li>\n<li data-sourcepos=\"43:1-44:0\"><span style=\"vertical-align: inherit\">Providing reliable reports<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"45:1-45:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"47:1-51:0\">\n<li data-sourcepos=\"47:1-47:67\"><span style=\"vertical-align: inherit\">Enthusiastic data analysts looking to learn data discovery methods.<\/span><\/li>\n<li data-sourcepos=\"48:1-48:73\"><span style=\"vertical-align: inherit\">Beginner Data Engineers looking to improve their data manipulation skills.<\/span><\/li>\n<li data-sourcepos=\"49:1-49:84\"><span style=\"vertical-align: inherit\">Data Engineers looking to use generative AI in their Data Pipelines.<\/span><\/li>\n<li data-sourcepos=\"50:1-51:0\"><span style=\"vertical-align: inherit\">Experienced professionals looking to increase speed and efficiency in data analysis.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course details<\/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.oreilly.com\/library\/view\/starting-data-analytics\/9781633437210VE\/?_gl=1*5ger6f*_ga*MTU4NjE0OTc3OC4xNzEyMjIyNDU3*_ga_092EL089CH*czE3NDc1MDg3ODQkbzkzJGcxJHQxNzQ3NTA4Nzg1JGo1OSRsMCRoMCRkMG0yY00zVTViVHN0U2VFQnAxdEdJRzBsdFZ6TDNDNm80Zw..\" target=\"_blank\" rel=\"noopener\"><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\/marian-siwiak\/\"><span style=\"vertical-align: inherit\">Marian Siwiak<\/span><\/a><span style=\"vertical-align: inherit\"> ,&nbsp; <\/span><a class=\"author-name\" href=\"https:\/\/downloadlynet.ir\/tag\/marlena-siwiak\/\"><span style=\"vertical-align: inherit\">Marlena Siwiak<\/span><\/a><span style=\"vertical-align: inherit\"> ,&nbsp; <\/span><a class=\"author-name\" href=\"https:\/\/downloadlynet.ir\/tag\/artur-guja\/\"><span style=\"vertical-align: inherit\">Artur Guja<\/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: 13 hours<\/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\">Chapter 1. Introduction to the use of generative AI in data analytics <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 1. The role of generative AIs in data analytics <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 1. Getting started with generative AIs for data analytics <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 1. Summary<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Chapter 2. Using generative AI to ensure sufficient data quality <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 2. A note on best practices <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 2. Getting started <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 2. Quality assessment structure <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 2. Data cleaning <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 2. Exploratory data analysis <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 2. Summary<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Chapter 3. Descriptive analysis and statistical inference supported by generative AI <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 3. Analysis design <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 3. Descriptive data analysis <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 3. Inferential analysis <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 3. Summary<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Chapter 4. Using generative AI for result interpretations <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 4. Popularity of product categories <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 4. Performance of products in their categories and regions <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 4. Review scores distribution analysis <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 4. Order status <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 4. Relationship between product attributes and the shipping costs <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 4. Relationship between product, transaction, shipping attributes, and the review score <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 4. Differences in sales performance and customer satisfaction between sellers <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 4. Summary<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Chapter 5. Basic text mining using generative AI <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 5. Preparing for analysis <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 5. Frequency analysis <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 5. Co-occurrence analysis <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 5. Keyword search <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 5. Dictionary-based methods <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 5. Summary<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Chapter 6. Advanced text mining with generative AI <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 6. Sentiment analysis <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 6. Text summarization <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 6. Summary<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Chapter 7. Scaling and performance optimization <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 7. Improving code performance <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 7. Cloud-based deployment <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 7. Code conversion <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 7. Summary<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Chapter 8. Risk, mitigation, and tradeoffs <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 8. General best practices <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 8. AI delusion and hallucination risks <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 8. Mitigating misinterpretation and miscommunication risks <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 8. Model bias and fairness risks <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 8. Privacy and security risks <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 8. Legal and compliance risks <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 8. Emergent risks <\/span><br \/><span style=\"vertical-align: inherit\">Chapter 8. Summary<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Appendix B. On debugging ChatGPT\u2019s code <\/span><br \/><span style=\"vertical-align: inherit\">Appendix C. On laziness and human errors<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Images of the course Starting Data Analytics with Generative AI and Python, Video Edition<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-985068 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/05\/Starting-Data-Analytics-with-Generative-AI-and-Python-Video-Edition.png\" alt=\"Starting Data Analytics with Generative AI and Python, Video Edition\" width=\"1355\" height=\"493\"><\/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-165314-1\"><video class=\"wp-video-shortcode\" id=\"video-165314-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Starting_Data_Analytics_with_Generative_AI_and_Python_Video_Edition_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Starting_Data_Analytics_with_Generative_AI_and_Python_Video_Edition_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Starting_Data_Analytics_with_Generative_AI_and_Python_Video_Edition_Downloadly.ir.mp4?nocache=1786137980767\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Starting_Data_Analytics_with_Generative_AI_and_Python_Video_Edition_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:\/\/dl3.downloadly.ir\/Files\/Elearning\/Oreilly_Starting_Data_Analytics_with_Generative_AI_and_Python_Video_Edition_2024-11.part1_Downloadly.ir.rar?nocache=1786137980\"><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\/Oreilly_Starting_Data_Analytics_with_Generative_AI_and_Python_Video_Edition_2024-11.part2_Downloadly.ir.rar?nocache=1786137980\"><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\/Oreilly_Starting_Data_Analytics_with_Generative_AI_and_Python_Video_Edition_2024-11.part3_Downloadly.ir.rar?nocache=1786137980\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 156 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\">2.1 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Starting Data Analytics with Generative AI and Python, Video Edition. This course teaches you how to improve the speed and accuracy of your data ana<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[88050,88052,88053,88054,88055,88056,88057,88051],"class_list":["post-10416","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-artur-guja","dgi_tag-course-starting-data-analytics-with-generative-ai-and-python-video-edition","dgi_tag-download-course-starting-data-analytics-with-generative-ai-and-python-video-edition","dgi_tag-download-starting-data-analytics-with-generative-ai-and-python-video-edition","dgi_tag-free-download-starting-data-analytics-with-generative-ai-and-python-video-edition","dgi_tag-free-starting-data-analytics-with-generative-ai-and-python-video-edition","dgi_tag-marian-siwiak","dgi_tag-marlena-siwiak"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/10416","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\/10416\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=10416"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=10416"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=10416"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}