Introduction to Artificial Intelligence (AI)

بواسطة: Coursera

Overview

In this course you will learn what Artificial Intelligence (AI) is, explore use cases and applications of AI, understand AI concepts and terms like machine learning, deep learning and neural networks. You will be exposed to various issues and concerns surrounding AI such as ethics and bias, & jobs, and get advice from experts about learning and starting a career in AI. You will also demonstrate AI in action with a mini project.

This course does not require any programming or computer science expertise and is designed to introduce the basics of AI to anyone whether you have a technical background or not.

Syllabus

  • What is AI? Applications and Examples of AI
    • This week, you will learn what AI is. You will understand its applications and use cases and how it is transforming our lives.
  • AI Concepts, Terminology, and Application Areas
    • This week, you will learn about basic AI concepts. You will understand how AI learns, and what some of its applications are.
  • AI: Issues, Concerns and Ethical Considerations
    • AI is everywhere, transforming the way we live, work, and interact — that's why it's so important to build and use it in line with ethical expectations. This week, you will learn about issues and concerns surrounding AI, as well as how AI ethics helps practitioners build and use AI responsibly. This information will help you understand AI's potential impacts on society so that you can have an informed discussion about its risks and benefits.
  • The Future with AI, and AI in Action
    • This week, you will learn about the current thinking on the future with AI, as well as hear from experts about their advice to learn and start a career in AI. You will also demonstrate AI in action by utilizing Computer Vision to classify images.

Taught by

Rav Ahuja

Introduction to Artificial Intelligence (AI)
الذهاب الي الدورة

Introduction to Artificial Intelligence (AI)

بواسطة: Coursera

  • Coursera
  • مجانية
  • الإنجليزية
  • متاح شهادة
  • متاح في أي وقت
  • beginner
  • Arabic, French, Portuguese, Italian, German, Russian, English, Spanish, Thai, Indonesian, Kazakh, Hindi, Swedish, Korean, Greek, Chinese, Ukrainian, Japanese, Polish, Dutch, Turkish
8.1.2PHP Version278msRequest Duration2MBMemory UsageGET ar/الدورات/{slug}Route
    • Booting (177ms)
    • Application (101ms)
    • 1 x Booting (63.44%)
      176.63ms
      1 x Application (36.3%)
      101.07ms
      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 ar/الدورات/{slug}
      middleware
      web, localize:ar
      controller
      App\Http\Controllers\CourseController@show
      as
      ar.courses.show
      namespace
      prefix
      /ar
      where
      file
      app/Http/Controllers/CourseController.php:17-35
      7 statements were executed3.81ms
      • select * from `courses` where `slug_ar` = 'introduction-to-artificial-intelligence-(ai)' limit 1
        2.41ms/app/Http/Controllers/CourseController.php:20corspedia
        Metadata
        Bindings
        • 0. introduction-to-artificial-intelligence-(ai)
        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` = '2025-04-10 17:28:52' where `id` = 284
        500μs/app/Http/Controllers/CourseController.php:21corspedia
        Metadata
        Bindings
        • 0. 2025-04-10 17:28:52
        • 1. 284
        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 (3)
        170μs/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)
        150μs/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 (46) and `institutions`.`deleted_at` is null
        180μs/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
        160μs/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` = 278 limit 1
        240μs/app/Models/Course.php:84corspedia
        Metadata
        Bindings
        • 0. 278
        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
        uHuN9kX5eFUU3Fueklikodidha7hwQyeVnENPngW
        locale
        ar
        _previous
        array:1 [ "url" => "https://www.corspedia.com/ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/introd...
        _flash
        array:2 [ "old" => [] "new" => [] ]
        PHPDEBUGBAR_STACK_DATA
        []
        path_info
        /ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/introduction-to-artificial-intelligence-%28ai%29
        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 => "18.222.140.52" ] "cdn-loop" => array:1 [ 0 => "cloudflare; loops=1" ] "x-forwarded-proto" => array:1 [ 0 => "https" ] "cf-visitor" => array:1 [ 0 => "{"scheme":"https"}" ] "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 => ""HeadlessChrome";v="129", "Not=A?Brand";v="8", "Chromium";v="129"" ] "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 => "92e3f68fd8ff1044-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" ] "x-forwarded-for" => array:1 [ 0 => "18.222.140.52" ] "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" => "18.222.140.52" "HTTP_CDN_LOOP" => "cloudflare; loops=1" "HTTP_X_FORWARDED_PROTO" => "https" "HTTP_CF_VISITOR" => "{"scheme":"https"}" "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" => ""HeadlessChrome";v="129", "Not=A?Brand";v="8", "Chromium";v="129"" "HTTP_CACHE_CONTROL" => "no-cache" "HTTP_PRAGMA" => "no-cache" "HTTP_SEC_FETCH_DEST" => "document" "HTTP_CF_RAY" => "92e3f68fd8ff1044-ORD" "HTTP_ACCEPT_ENCODING" => "gzip, br" "HTTP_PRIORITY" => "u=0, i" "HTTP_SEC_FETCH_USER" => "?1" "HTTP_SEC_FETCH_MODE" => "navigate" "HTTP_X_FORWARDED_FOR" => "18.222.140.52" "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" => "33702" "REMOTE_ADDR" => "172.69.58.47" "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" => "/ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/introduction-to-artificial-intelligence-%28ai%29" "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" => 1744306132.7214 "REQUEST_TIME" => 1744306132 ]
        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 => "Thu, 10 Apr 2025 17:28:52 GMT" ] "set-cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6InlXNHJITlpIOU1wUWozc2dlRzNLRFE9PSIsInZhbHVlIjoieVdyNFRnRDExSm9yeXR6RjQ0UERDMU1IVzViVU1DWHRrd09nQ0tTaG01L0txSklxZmo4MW1TZlRuYVlVK3F5R1cxNnNhTmN3RVczaDJza0ZpT2ljL2RNSkNkN2lFN05GTHJTVEhZK05hRTlmVzRjTVlTUmkya1V0M3g2ZWhrL2wiLCJtYWMiOiJmNDAzNTI0YTQ0NTNlMTMyYzNiZmZjMDMwNmZjMDY3YWU2NWJlYTgwNjA1MTYyYTdkYWFjMzIzOGYxYzg0MDJlIiwidGFnIjoiIn0%3D; expires=Thu, 10 Apr 2025 19:28:52 GMT; Max-Age=7199; path=/; samesite=laxXSRF-TOKEN=eyJpdiI6InlXNHJITlpIOU1wUWozc2dlRzNLRFE9PSIsInZhbHVlIjoieVdyNFRnRDExSm9yeXR6RjQ0UERDMU1IVzViVU1DWHRrd09nQ0tTaG01L0txSklxZmo4MW1TZlRuYVlVK3F5R1cxNnNhT" 1 => "laravel_session=eyJpdiI6ImtpMnB6UEJ2VFpqS1FvT3FWcThLcmc9PSIsInZhbHVlIjoiUDROYmJtQ0tIRGNYR0pGL09tRHFtdjdkWmdwdEt6U1BpNFpxa3ZkaDZCN1ZlV2VqL05UYjc0eUNBRTlabFJQTGtHMEJld2xWbkhneGY5TE5tNVNCVGV4NWJwVk0wRHMzN0dNMlNaQm93UHYzM0ZHRU1yNmpvRUc4SWoyOUZUYVUiLCJtYWMiOiIwYTc1OThmOTA0NDBmY2E5ODA2MWJkNDQyNWY1N2IxNmUxMmM2ZjEzZTljYWI3YjVjYTk1NmUyM2U1MGM1YTAxIiwidGFnIjoiIn0%3D; expires=Thu, 10 Apr 2025 19:28:52 GMT; Max-Age=7199; path=/; httponly; samesite=laxlaravel_session=eyJpdiI6ImtpMnB6UEJ2VFpqS1FvT3FWcThLcmc9PSIsInZhbHVlIjoiUDROYmJtQ0tIRGNYR0pGL09tRHFtdjdkWmdwdEt6U1BpNFpxa3ZkaDZCN1ZlV2VqL05UYjc0eUNBRTlabFJQTGtH" ] "Set-Cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6InlXNHJITlpIOU1wUWozc2dlRzNLRFE9PSIsInZhbHVlIjoieVdyNFRnRDExSm9yeXR6RjQ0UERDMU1IVzViVU1DWHRrd09nQ0tTaG01L0txSklxZmo4MW1TZlRuYVlVK3F5R1cxNnNhTmN3RVczaDJza0ZpT2ljL2RNSkNkN2lFN05GTHJTVEhZK05hRTlmVzRjTVlTUmkya1V0M3g2ZWhrL2wiLCJtYWMiOiJmNDAzNTI0YTQ0NTNlMTMyYzNiZmZjMDMwNmZjMDY3YWU2NWJlYTgwNjA1MTYyYTdkYWFjMzIzOGYxYzg0MDJlIiwidGFnIjoiIn0%3D; expires=Thu, 10-Apr-2025 19:28:52 GMT; path=/XSRF-TOKEN=eyJpdiI6InlXNHJITlpIOU1wUWozc2dlRzNLRFE9PSIsInZhbHVlIjoieVdyNFRnRDExSm9yeXR6RjQ0UERDMU1IVzViVU1DWHRrd09nQ0tTaG01L0txSklxZmo4MW1TZlRuYVlVK3F5R1cxNnNhT" 1 => "laravel_session=eyJpdiI6ImtpMnB6UEJ2VFpqS1FvT3FWcThLcmc9PSIsInZhbHVlIjoiUDROYmJtQ0tIRGNYR0pGL09tRHFtdjdkWmdwdEt6U1BpNFpxa3ZkaDZCN1ZlV2VqL05UYjc0eUNBRTlabFJQTGtHMEJld2xWbkhneGY5TE5tNVNCVGV4NWJwVk0wRHMzN0dNMlNaQm93UHYzM0ZHRU1yNmpvRUc4SWoyOUZUYVUiLCJtYWMiOiIwYTc1OThmOTA0NDBmY2E5ODA2MWJkNDQyNWY1N2IxNmUxMmM2ZjEzZTljYWI3YjVjYTk1NmUyM2U1MGM1YTAxIiwidGFnIjoiIn0%3D; expires=Thu, 10-Apr-2025 19:28:52 GMT; path=/; httponlylaravel_session=eyJpdiI6ImtpMnB6UEJ2VFpqS1FvT3FWcThLcmc9PSIsInZhbHVlIjoiUDROYmJtQ0tIRGNYR0pGL09tRHFtdjdkWmdwdEt6U1BpNFpxa3ZkaDZCN1ZlV2VqL05UYjc0eUNBRTlabFJQTGtH" ] ]
        session_attributes
        0 of 0
        array:5 [ "_token" => "uHuN9kX5eFUU3Fueklikodidha7hwQyeVnENPngW" "locale" => "ar" "_previous" => array:1 [ "url" => "https://www.corspedia.com/ar/%D8%A7%D9%84%D8%AF%D9%88%D8%B1%D8%A7%D8%AA/introduction-to-artificial-intelligence-%28ai%29" ] "_flash" => array:2 [ "old" => [] "new" => [] ] "PHPDEBUGBAR_STACK_DATA" => [] ]