Innovations in Investment Technology: Artificial Intelligence

بواسطة: FutureLearn

Overview

Explore the evolution of AI investing and online wealth management

Investing and managing your wealth online has never been easier, but how does AI investing work and what are the challenges?

On this course, you’ll explore how technology has changed the way we invest money. You’ll consider the evolution of AI-driven online wealth management platforms, robo-advisors, and learn how they work and why they’re successful.

Moving from human-based data-driven investing strategies to neural networks, you’ll assess the ability of artificial intelligence to make investment decisions and discover the role of AI and machine learning in making trading decisions.

This course is designed for anyone interested in understanding cutting edge financial technologies.

This course will be of particular interest to learners with a background in finance, development, or business leadership and learning how to develop and use new financial technologies in their own context.

Taught by

Jeff Bennett

Innovations in Investment Technology: Artificial Intelligence
الذهاب الي الدورة

Innovations in Investment Technology: Artificial Intelligence

بواسطة: FutureLearn

  • FutureLearn
  • مدفوعة
  • الإنجليزية
  • متاح شهادة
  • أيام محددة
  • الجميع
  • N/A
8.1.2PHP Version270msRequest Duration2MBMemory UsageGET ar/الدورات/{slug}Route
    • Booting (166ms)
    • Application (103ms)
    • 1 x Booting (61.62%)
      166.49ms
      1 x Application (38.14%)
      103.05ms
      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 executed4.82ms
      • select * from `courses` where `slug_ar` = 'innovations-in-investment-technology:-artificial-intelligence' limit 1
        3.14ms/app/Http/Controllers/CourseController.php:20corspedia
        Metadata
        Bindings
        • 0. innovations-in-investment-technology:-artificial-intelligence
        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` = '2025-02-10 20:01:49' where `id` = 673
        450μs/app/Http/Controllers/CourseController.php:21corspedia
        Metadata
        Bindings
        • 0. 2025-02-10 20:01:49
        • 1. 673
        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)
        290μs/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)
        250μs/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 (11) and `institutions`.`deleted_at` is null
        280μs/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 (4) and `providers`.`deleted_at` is null
        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 * from `html_files` where `html_files`.`id` = 667 limit 1
        210μs/app/Models/Course.php:84corspedia
        Metadata
        Bindings
        • 0. 667
        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
        tSwZmsAQLwk8pr89PYM9rp7ngVE0jHORXUtfDVQ7
        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/innova...
        _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/innovations-in-investment-technology:-artificial-intelligence
        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 [ "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" ] "cdn-loop" => array:1 [ 0 => "cloudflare; loops=1" ] "priority" => array:1 [ 0 => "u=0, i" ] "upgrade-insecure-requests" => array:1 [ 0 => "1" ] "user-agent" => array:1 [ 0 => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)" ] "cf-connecting-ip" => array:1 [ 0 => "3.128.171.207" ] "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" ] "sec-fetch-site" => array:1 [ 0 => "none" ] "cf-visitor" => array:1 [ 0 => "{"scheme":"https"}" ] "sec-fetch-mode" => array:1 [ 0 => "navigate" ] "sec-fetch-user" => array:1 [ 0 => "?1" ] "x-forwarded-proto" => array:1 [ 0 => "https" ] "cf-ipcountry" => array:1 [ 0 => "US" ] "accept-encoding" => array:1 [ 0 => "gzip, br" ] "sec-fetch-dest" => array:1 [ 0 => "document" ] "sec-ch-ua-platform" => array:1 [ 0 => ""Windows"" ] "x-forwarded-for" => array:1 [ 0 => "3.128.171.207" ] "cf-ray" => array:1 [ 0 => "90feb177cf94cb72-ORD" ] "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_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_CDN_LOOP" => "cloudflare; loops=1" "HTTP_PRIORITY" => "u=0, i" "HTTP_UPGRADE_INSECURE_REQUESTS" => "1" "HTTP_USER_AGENT" => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)" "HTTP_CF_CONNECTING_IP" => "3.128.171.207" "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_SEC_FETCH_SITE" => "none" "HTTP_CF_VISITOR" => "{"scheme":"https"}" "HTTP_SEC_FETCH_MODE" => "navigate" "HTTP_SEC_FETCH_USER" => "?1" "HTTP_X_FORWARDED_PROTO" => "https" "HTTP_CF_IPCOUNTRY" => "US" "HTTP_ACCEPT_ENCODING" => "gzip, br" "HTTP_SEC_FETCH_DEST" => "document" "HTTP_SEC_CH_UA_PLATFORM" => ""Windows"" "HTTP_X_FORWARDED_FOR" => "3.128.171.207" "HTTP_CF_RAY" => "90feb177cf94cb72-ORD" "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" => "64752" "REMOTE_ADDR" => "172.69.17.207" "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/innovations-in-investment-technology:-artificial-intelligence" "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" => 1739217708.836 "REQUEST_TIME" => 1739217708 ]
        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 => "Mon, 10 Feb 2025 20:01:49 GMT" ] "set-cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6IktRZTY5WEFKc2s1QlQ3S3d0WkhZc1E9PSIsInZhbHVlIjoiei8wOHFiWlNXRkVmY1RIN0owNnBTVW50cEx0NFJWK2l0M1hOVXJKYVZLeFU1eitKMjdjck9CZWtJUzg0NGxjWkQrZ3lDYmlobnlvZHhGSWpDeWRKSDdDL3g3NUNTZkQ0T1ZvOHFkWkVjcm9ZRnBWSWhpT3E5VVN1V0NqM055UDEiLCJtYWMiOiIyNmRhZDU5ZmYzOTA3Yzc2ZjAxYjEyYmM3YTI2YzgzZGU0Zjg4MGExYTMxMzQzOThjMTczYTY1YWQ5NjdjNDMxIiwidGFnIjoiIn0%3D; expires=Mon, 10 Feb 2025 22:01:49 GMT; Max-Age=7200; path=/; samesite=laxXSRF-TOKEN=eyJpdiI6IktRZTY5WEFKc2s1QlQ3S3d0WkhZc1E9PSIsInZhbHVlIjoiei8wOHFiWlNXRkVmY1RIN0owNnBTVW50cEx0NFJWK2l0M1hOVXJKYVZLeFU1eitKMjdjck9CZWtJUzg0NGxjWkQrZ3lDY" 1 => "laravel_session=eyJpdiI6Img1M0NnTmNySjN2MVE5VGNIaUR2dlE9PSIsInZhbHVlIjoia1JuSjlyS1RUenZwcHR3MThhWFg3SzVrcUUyb0xiWWZtMEpnb0ZqNEVEbkE5SEhVeFIvYUJ3NnplejlYMXhhN3JVelZYQVZZanVubmFGNjZYTWlMZkxaclRQTGdaYzRnSEMrNmY1eE5zN1pWYmFrZGZ0NDNRbUdPR3NHbnhjeUQiLCJtYWMiOiI1NGZhYmFhMGM0NzY2NzFlOTBmZDdjMTEzNzgwZTlkYzg4NjUzOGIxNTNlYzg0ODE2ZGVjMjY1ZDVhMWE4NzEyIiwidGFnIjoiIn0%3D; expires=Mon, 10 Feb 2025 22:01:49 GMT; Max-Age=7200; path=/; httponly; samesite=laxlaravel_session=eyJpdiI6Img1M0NnTmNySjN2MVE5VGNIaUR2dlE9PSIsInZhbHVlIjoia1JuSjlyS1RUenZwcHR3MThhWFg3SzVrcUUyb0xiWWZtMEpnb0ZqNEVEbkE5SEhVeFIvYUJ3NnplejlYMXhhN3JV" ] "Set-Cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6IktRZTY5WEFKc2s1QlQ3S3d0WkhZc1E9PSIsInZhbHVlIjoiei8wOHFiWlNXRkVmY1RIN0owNnBTVW50cEx0NFJWK2l0M1hOVXJKYVZLeFU1eitKMjdjck9CZWtJUzg0NGxjWkQrZ3lDYmlobnlvZHhGSWpDeWRKSDdDL3g3NUNTZkQ0T1ZvOHFkWkVjcm9ZRnBWSWhpT3E5VVN1V0NqM055UDEiLCJtYWMiOiIyNmRhZDU5ZmYzOTA3Yzc2ZjAxYjEyYmM3YTI2YzgzZGU0Zjg4MGExYTMxMzQzOThjMTczYTY1YWQ5NjdjNDMxIiwidGFnIjoiIn0%3D; expires=Mon, 10-Feb-2025 22:01:49 GMT; path=/XSRF-TOKEN=eyJpdiI6IktRZTY5WEFKc2s1QlQ3S3d0WkhZc1E9PSIsInZhbHVlIjoiei8wOHFiWlNXRkVmY1RIN0owNnBTVW50cEx0NFJWK2l0M1hOVXJKYVZLeFU1eitKMjdjck9CZWtJUzg0NGxjWkQrZ3lDY" 1 => "laravel_session=eyJpdiI6Img1M0NnTmNySjN2MVE5VGNIaUR2dlE9PSIsInZhbHVlIjoia1JuSjlyS1RUenZwcHR3MThhWFg3SzVrcUUyb0xiWWZtMEpnb0ZqNEVEbkE5SEhVeFIvYUJ3NnplejlYMXhhN3JVelZYQVZZanVubmFGNjZYTWlMZkxaclRQTGdaYzRnSEMrNmY1eE5zN1pWYmFrZGZ0NDNRbUdPR3NHbnhjeUQiLCJtYWMiOiI1NGZhYmFhMGM0NzY2NzFlOTBmZDdjMTEzNzgwZTlkYzg4NjUzOGIxNTNlYzg0ODE2ZGVjMjY1ZDVhMWE4NzEyIiwidGFnIjoiIn0%3D; expires=Mon, 10-Feb-2025 22:01:49 GMT; path=/; httponlylaravel_session=eyJpdiI6Img1M0NnTmNySjN2MVE5VGNIaUR2dlE9PSIsInZhbHVlIjoia1JuSjlyS1RUenZwcHR3MThhWFg3SzVrcUUyb0xiWWZtMEpnb0ZqNEVEbkE5SEhVeFIvYUJ3NnplejlYMXhhN3JV" ] ]
        session_attributes
        0 of 0
        array:5 [ "_token" => "tSwZmsAQLwk8pr89PYM9rp7ngVE0jHORXUtfDVQ7" "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/innovations-in-investment-technology:-artificial-intelligence" ] "_flash" => array:2 [ "old" => [] "new" => [] ] "PHPDEBUGBAR_STACK_DATA" => [] ]