ChatGPT Advanced Data Analysis

Brought by: Coursera

Overview

ChatGPT Advanced Data Analysis is going to transform tasks by helping amplify your productivity and supporting your creativity. ChatGPT Advanced Data Analysis can help you augment your intelligence and automate tasks, such as:

1. Turning an Excel file into visualizations and then slides inside a PowerPoint presentation; extracting data from a series of PDFs
2. Answering questions about what is in the PDFs, and visualizing the data; automatically determining if a receipt complies with a travel policy captured in a PDF
3. Transforming a document into a training presentation and associated quizzes; reading and reorganizing a set of documents based on what they contain
4. Producing social media and marketing content from a series of documents or video transcripts
5. Automating resizing and editing of videos/images while also cataloging them in a CSV

Anyone with ChatGPT Advanced Data Analysis can tap into these capabilities without any prior experience in programming. The course teaches you how to converse with ChatGPT Advanced Data Analysis to accomplish these tasks, how to think about problem solving, and what types of tasks are good fits for the tool. You will learn a wide range of building blocks that you can apply in your own work and life.

Large language models respond to instructions and questions posed by users in natural language statements, known as “prompts”. Although large language models will disrupt many fields, most users lack the skills to write effective prompts. Expert users, who understand how to write good prompts, are orders of magnitude more productive and can unlock significantly more creative uses for these tools. This course will introduce you to prompt writing skills that target ChatGPT Advanced Data Analysis.

Syllabus

  • Introduction to ChatGPT Advanced Data Analysis
  • Introduction to ChatGPT Advanced Data Analysis Use Cases
  • Tackle the Right Problems: Appropriate Use of ChatGPT Advanced Data Analysis
  • Human and AI Process Planning in ChatGPT Advanced Data Analysis
  • Error Identification Techniques, Error Handling, and Techniques for Large Documents & Outputs

Taught by

Dr. Jules White

ChatGPT Advanced Data Analysis
Go to course

ChatGPT Advanced Data Analysis

Brought by: Coursera

  • Coursera
  • Free
  • English
  • Certificate Available
  • Available at any time
  • beginner
  • Kazakh, German, Hindi, Russian, Swedish, Korean, Portuguese, Greek, English, Italian, French, Chinese, Spanish, Arabic, Thai, Ukrainian, Japanese, Indonesian, Polish, Dutch, Turkish
8.1.2PHP Version943msRequest Duration2MBMemory UsageGET en/courses/{slug}Route
    • Booting (618ms)
    • Application (323ms)
    • 1 x Booting (65.53%)
      617.71ms
      1 x Application (34.22%)
      322.57ms
      14 templates were rendered
      • public.courses.show (resources/views/public/courses/show.blade.php)3bladefile
        Params
        0
        course
        1
        links
        2
        config
      • public.courses.partials.breadcrumbs (resources/views/public/courses/partials/breadcrumbs.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.courses.partials.heading (resources/views/public/courses/partials/heading.blade.php)7bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
        6
        classes
      • public.courses.partials.details (resources/views/public/courses/partials/details.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.courses.partials.breadcrumbs (resources/views/public/courses/partials/breadcrumbs.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.courses.partials.heading (resources/views/public/courses/partials/heading.blade.php)7bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
        6
        classes
      • public.layouts.main (resources/views/public/layouts/main.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.layouts.partials.meta (resources/views/public/layouts/partials/meta.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.layouts.partials.navbar (resources/views/public/layouts/partials/navbar.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.auth.profile.partials.links (resources/views/public/auth/profile/partials/links.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      • public.auth.profile.partials.link (resources/views/public/auth/profile/partials/link.blade.php)8bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
        6
        route
        7
        title
      • public.auth.profile.partials.link (resources/views/public/auth/profile/partials/link.blade.php)8bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
        6
        route
        7
        title
      • public.auth.profile.partials.link (resources/views/public/auth/profile/partials/link.blade.php)8bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
        6
        route
        7
        title
      • public.layouts.partials.flash-session (resources/views/public/layouts/partials/flash-session.blade.php)6bladefile
        Params
        0
        __env
        1
        app
        2
        errors
        3
        course
        4
        links
        5
        config
      uri
      GET en/courses/{slug}
      middleware
      web, localize:en
      controller
      App\Http\Controllers\CourseController@show
      as
      en.courses.show
      namespace
      prefix
      /en
      where
      file
      app/Http/Controllers/CourseController.php:17-35
      7 statements were executed7.86ms
      • select * from `courses` where `slug_en` = 'chatgpt-advanced-data-analysis' limit 1
        5.96ms/app/Http/Controllers/CourseController.php:20corspedia
        Metadata
        Bindings
        • 0. chatgpt-advanced-data-analysis
        Backtrace
        • 17. /app/Http/Controllers/CourseController.php:20
        • 18. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 19. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 20. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
        • 21. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
      • update `courses` set `visitors` = `visitors` + 1, `courses`.`updated_at` = '2025-06-10 04:20:34' where `id` = 231
        610μs/app/Http/Controllers/CourseController.php:21corspedia
        Metadata
        Bindings
        • 0. 2025-06-10 04:20:34
        • 1. 231
        Backtrace
        • 17. /app/Http/Controllers/CourseController.php:21
        • 18. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 19. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 20. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
        • 21. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
      • select `id`, `name_en`, `name_ar`, `topic_id`, `slug_en`, `slug_ar` from `subjects` where `subjects`.`id` in (5)
        200μs/app/Http/Controllers/CourseController.php:23corspedia
        Metadata
        Backtrace
        • 20. /app/Http/Controllers/CourseController.php:23
        • 21. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 22. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 23. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
        • 24. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
      • select `id`, `name_en`, `name_ar`, `slug_en`, `slug_ar` from `topics` where `topics`.`id` in (1)
        170μs/app/Http/Controllers/CourseController.php:23corspedia
        Metadata
        Backtrace
        • 25. /app/Http/Controllers/CourseController.php:23
        • 26. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 27. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 28. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
        • 29. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
      • select * from `institutions` where `institutions`.`id` in (41) and `institutions`.`deleted_at` is null
        330μs/app/Http/Controllers/CourseController.php:23corspedia
        Metadata
        Backtrace
        • 20. /app/Http/Controllers/CourseController.php:23
        • 21. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 22. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 23. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
        • 24. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
      • select * from `providers` where `providers`.`id` in (2) and `providers`.`deleted_at` is null
        260μs/app/Http/Controllers/CourseController.php:23corspedia
        Metadata
        Backtrace
        • 20. /app/Http/Controllers/CourseController.php:23
        • 21. /vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 22. /vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 23. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
        • 24. /vendor/laravel/framework/src/Illuminate/Routing/Route.php:205
      • select * from `html_files` where `html_files`.`id` = 228 limit 1
        330μs/app/Models/Course.php:84corspedia
        Metadata
        Bindings
        • 0. 228
        Backtrace
        • 21. /app/Models/Course.php:84
        • 28. view::public.courses.show:29
        • 30. /vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:125
        • 31. /vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
        • 32. /vendor/laravel/framework/src/Illuminate/View/Engines/CompilerEngine.php:72
      App\Models\HtmlFile
      1
      App\Models\Provider
      1
      App\Models\Institution
      1
      App\Models\Topic
      1
      App\Models\Subject
      1
      App\Models\Course
      1
        _token
        qHmeprpCMg2Ijv9tPzgWsMxdvRPMJnB1xHMs2Xmz
        locale
        en
        _previous
        array:1 [ "url" => "https://www.corspedia.com/en/courses/chatgpt-advanced-data-analysis" ]
        _flash
        array:2 [ "old" => [] "new" => [] ]
        PHPDEBUGBAR_STACK_DATA
        []
        path_info
        /en/courses/chatgpt-advanced-data-analysis
        status_code
        200
        
        status_text
        OK
        format
        html
        content_type
        text/html; charset=UTF-8
        request_query
        []
        
        request_request
        []
        
        request_headers
        0 of 0
        array:24 [ "cf-ipcountry" => array:1 [ 0 => "US" ] "cf-connecting-ip" => array:1 [ 0 => "216.73.216.125" ] "cdn-loop" => array:1 [ 0 => "cloudflare; loops=1" ] "x-forwarded-proto" => array:1 [ 0 => "https" ] "x-forwarded-for" => array:1 [ 0 => "216.73.216.125" ] "sec-fetch-site" => array:1 [ 0 => "none" ] "accept" => array:1 [ 0 => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7" ] "user-agent" => array:1 [ 0 => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)" ] "upgrade-insecure-requests" => array:1 [ 0 => "1" ] "sec-ch-ua-platform" => array:1 [ 0 => ""Windows"" ] "sec-ch-ua-mobile" => array:1 [ 0 => "?0" ] "sec-ch-ua" => array:1 [ 0 => ""Chromium";v="130", "HeadlessChrome";v="130", "Not?A_Brand";v="99"" ] "cache-control" => array:1 [ 0 => "no-cache" ] "pragma" => array:1 [ 0 => "no-cache" ] "sec-fetch-dest" => array:1 [ 0 => "document" ] "cf-ray" => array:1 [ 0 => "94d613ad1ec386de-ORD" ] "accept-encoding" => array:1 [ 0 => "gzip, br" ] "priority" => array:1 [ 0 => "u=0, i" ] "sec-fetch-user" => array:1 [ 0 => "?1" ] "sec-fetch-mode" => array:1 [ 0 => "navigate" ] "cf-visitor" => array:1 [ 0 => "{"scheme":"https"}" ] "host" => array:1 [ 0 => "www.corspedia.com" ] "content-length" => array:1 [ 0 => "" ] "content-type" => array:1 [ 0 => "" ] ]
        request_server
        0 of 0
        array:50 [ "USER" => "www-data" "HOME" => "/var/www" "HTTP_CF_IPCOUNTRY" => "US" "HTTP_CF_CONNECTING_IP" => "216.73.216.125" "HTTP_CDN_LOOP" => "cloudflare; loops=1" "HTTP_X_FORWARDED_PROTO" => "https" "HTTP_X_FORWARDED_FOR" => "216.73.216.125" "HTTP_SEC_FETCH_SITE" => "none" "HTTP_ACCEPT" => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7" "HTTP_USER_AGENT" => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)" "HTTP_UPGRADE_INSECURE_REQUESTS" => "1" "HTTP_SEC_CH_UA_PLATFORM" => ""Windows"" "HTTP_SEC_CH_UA_MOBILE" => "?0" "HTTP_SEC_CH_UA" => ""Chromium";v="130", "HeadlessChrome";v="130", "Not?A_Brand";v="99"" "HTTP_CACHE_CONTROL" => "no-cache" "HTTP_PRAGMA" => "no-cache" "HTTP_SEC_FETCH_DEST" => "document" "HTTP_CF_RAY" => "94d613ad1ec386de-ORD" "HTTP_ACCEPT_ENCODING" => "gzip, br" "HTTP_PRIORITY" => "u=0, i" "HTTP_SEC_FETCH_USER" => "?1" "HTTP_SEC_FETCH_MODE" => "navigate" "HTTP_CF_VISITOR" => "{"scheme":"https"}" "HTTP_HOST" => "www.corspedia.com" "REDIRECT_STATUS" => "200" "SERVER_NAME" => "corspedia.com" "SERVER_PORT" => "443" "SERVER_ADDR" => "141.95.147.152" "REMOTE_USER" => "" "REMOTE_PORT" => "12728" "REMOTE_ADDR" => "172.70.131.161" "SERVER_SOFTWARE" => "nginx/1.18.0" "GATEWAY_INTERFACE" => "CGI/1.1" "HTTPS" => "on" "REQUEST_SCHEME" => "https" "SERVER_PROTOCOL" => "HTTP/2.0" "DOCUMENT_ROOT" => "/var/www/corspedia/public" "DOCUMENT_URI" => "/index.php" "REQUEST_URI" => "/en/courses/chatgpt-advanced-data-analysis" "SCRIPT_NAME" => "/index.php" "CONTENT_LENGTH" => "" "CONTENT_TYPE" => "" "REQUEST_METHOD" => "GET" "QUERY_STRING" => "" "SCRIPT_FILENAME" => "/var/www/corspedia/public/index.php" "PATH_INFO" => "" "FCGI_ROLE" => "RESPONDER" "PHP_SELF" => "/index.php" "REQUEST_TIME_FLOAT" => 1749529233.7169 "REQUEST_TIME" => 1749529233 ]
        request_cookies
        []
        
        response_headers
        0 of 0
        array:5 [ "content-type" => array:1 [ 0 => "text/html; charset=UTF-8" ] "cache-control" => array:1 [ 0 => "no-cache, private" ] "date" => array:1 [ 0 => "Tue, 10 Jun 2025 04:20:34 GMT" ] "set-cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6InE1bXRNZlp5MnduUHVEN1pjYTBqZFE9PSIsInZhbHVlIjoiMTVhOUdNUGZBMzNSenVTRXNTWkhmTkc5MG5MVlpCU1gzSDU3TXExdldyQ255ZDBxTy9OeFNTcFFJcWxmN280ajRON1hnUGEzeWtsbVBnZk4ydUx4dE80RU8xMm9DNTNGSVRLYTl2TTkyNjc5Mk1lUlBwaEViZEV1Q3Z6ZmJBNEsiLCJtYWMiOiI4OWJiZTY3NTk2ZjAxNGQxN2Y3ZjM1N2ExYzJlZjc1MGY0ZjUwNTVkMDhjYjliOWJmOTk4Mjk2NjI2MjMzOTk2IiwidGFnIjoiIn0%3D; expires=Tue, 10 Jun 2025 06:20:34 GMT; Max-Age=7200; path=/; samesite=laxXSRF-TOKEN=eyJpdiI6InE1bXRNZlp5MnduUHVEN1pjYTBqZFE9PSIsInZhbHVlIjoiMTVhOUdNUGZBMzNSenVTRXNTWkhmTkc5MG5MVlpCU1gzSDU3TXExdldyQ255ZDBxTy9OeFNTcFFJcWxmN280ajRON1hnU" 1 => "laravel_session=eyJpdiI6IkdwYUNWU0VpblZKQ1RZUVZscUxZTWc9PSIsInZhbHVlIjoibXJXamN1MFdzT1dRV2Vsd25PZTNTcnVJREt0dzRBZVllSDBJRmFoWHJReUFzM0xpbVdWbVpnejFSb2NHM3VXb2hYUlRxTWd3dDM1MGhHSEhicjlXaWM0dW1jdHpvS2hkaWdxWXpzUjk2UENJaDBiN3B6SGR2aXpKUUpsTm15ZlAiLCJtYWMiOiJlNTc3NzQwNTlmZGMzNjgwMDU2MDA1YjA0ZGMwOTQxOGIzM2M2OTZhYjdkOWIyYWQzOWM3ODQxMDBmZDc4ZTkzIiwidGFnIjoiIn0%3D; expires=Tue, 10 Jun 2025 06:20:34 GMT; Max-Age=7200; path=/; httponly; samesite=laxlaravel_session=eyJpdiI6IkdwYUNWU0VpblZKQ1RZUVZscUxZTWc9PSIsInZhbHVlIjoibXJXamN1MFdzT1dRV2Vsd25PZTNTcnVJREt0dzRBZVllSDBJRmFoWHJReUFzM0xpbVdWbVpnejFSb2NHM3VXb2hY" ] "Set-Cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6InE1bXRNZlp5MnduUHVEN1pjYTBqZFE9PSIsInZhbHVlIjoiMTVhOUdNUGZBMzNSenVTRXNTWkhmTkc5MG5MVlpCU1gzSDU3TXExdldyQ255ZDBxTy9OeFNTcFFJcWxmN280ajRON1hnUGEzeWtsbVBnZk4ydUx4dE80RU8xMm9DNTNGSVRLYTl2TTkyNjc5Mk1lUlBwaEViZEV1Q3Z6ZmJBNEsiLCJtYWMiOiI4OWJiZTY3NTk2ZjAxNGQxN2Y3ZjM1N2ExYzJlZjc1MGY0ZjUwNTVkMDhjYjliOWJmOTk4Mjk2NjI2MjMzOTk2IiwidGFnIjoiIn0%3D; expires=Tue, 10-Jun-2025 06:20:34 GMT; path=/XSRF-TOKEN=eyJpdiI6InE1bXRNZlp5MnduUHVEN1pjYTBqZFE9PSIsInZhbHVlIjoiMTVhOUdNUGZBMzNSenVTRXNTWkhmTkc5MG5MVlpCU1gzSDU3TXExdldyQ255ZDBxTy9OeFNTcFFJcWxmN280ajRON1hnU" 1 => "laravel_session=eyJpdiI6IkdwYUNWU0VpblZKQ1RZUVZscUxZTWc9PSIsInZhbHVlIjoibXJXamN1MFdzT1dRV2Vsd25PZTNTcnVJREt0dzRBZVllSDBJRmFoWHJReUFzM0xpbVdWbVpnejFSb2NHM3VXb2hYUlRxTWd3dDM1MGhHSEhicjlXaWM0dW1jdHpvS2hkaWdxWXpzUjk2UENJaDBiN3B6SGR2aXpKUUpsTm15ZlAiLCJtYWMiOiJlNTc3NzQwNTlmZGMzNjgwMDU2MDA1YjA0ZGMwOTQxOGIzM2M2OTZhYjdkOWIyYWQzOWM3ODQxMDBmZDc4ZTkzIiwidGFnIjoiIn0%3D; expires=Tue, 10-Jun-2025 06:20:34 GMT; path=/; httponlylaravel_session=eyJpdiI6IkdwYUNWU0VpblZKQ1RZUVZscUxZTWc9PSIsInZhbHVlIjoibXJXamN1MFdzT1dRV2Vsd25PZTNTcnVJREt0dzRBZVllSDBJRmFoWHJReUFzM0xpbVdWbVpnejFSb2NHM3VXb2hY" ] ]
        session_attributes
        0 of 0
        array:5 [ "_token" => "qHmeprpCMg2Ijv9tPzgWsMxdvRPMJnB1xHMs2Xmz" "locale" => "en" "_previous" => array:1 [ "url" => "https://www.corspedia.com/en/courses/chatgpt-advanced-data-analysis" ] "_flash" => array:2 [ "old" => [] "new" => [] ] "PHPDEBUGBAR_STACK_DATA" => [] ]