{"id":36550,"date":"2016-12-13T09:00:21","date_gmt":"2016-12-13T08:00:21","guid":{"rendered":"https:\/\/www.clickworker.com\/?page_id=36550"},"modified":"2023-10-25T14:26:09","modified_gmt":"2023-10-25T13:26:09","slug":"ai-datasets-for-machine-learning","status":"publish","type":"page","link":"https:\/\/www.clickworker.com\/ai-datasets-for-machine-learning\/","title":{"rendered":"AI Datasets for Machine Learning"},"content":{"rendered":"<style>\r\n    .max__width {\r\n        max-width: 140px;\r\n    }\r\n\r\n    @media (max-width: 767.98px) {\r\n        .v7 .header-section .text-container h1.mBigger {\r\n            font-size: 2rem;\r\n\t\t\tmargin-top: 15px!important;\r\n        }\r\n\t\t.header-section .lead {\r\n        \tfont-size: 16px;\r\n    \t}\r\n    }\r\n\r\n    @media (max-width: 998px) {\r\n        .max__width {\r\n            max-width: 60px;\r\n    \t\tdisplay: inline-block !important;\r\n        }\r\n    }\r\n\r\n    @media (min-width: 992px) {\r\n        .v7 .header-section .img-pull-to-right {\r\n            position: relative;\r\n            right: auto;\r\n            left: 16%;\r\n        }\r\n    }\r\n\r\n    .v7 .header-section.cw--pink {\r\n        background: url('\/wp-content\/uploads\/2022\/10\/t_12.jpg');\r\n        background-size: cover;\r\n        background-position: 50% 50%;\r\n    }\r\n\r\n    .overlay__shadow {\r\n        position: absolute;\r\n        left: 0;\r\n        right: 0;\r\n        width: 100%;\r\n        height: 100%;\r\n        background: red;\r\n        top: 0;\r\n        background: rgb(166, 30, 110);\r\n        background: linear-gradient(240deg, rgb(211 19 44 \/ 83%) 0%, rgb(145 29 185 \/ 88%) 100%);\r\n        opacity: .92;\r\n    }\r\n\r\n    .header-section .lead {\r\n        font-weight: 500;\r\n    }\r\n\r\n    .header-section .btn-outline-primary {\r\n        border-color: transparent;\r\n\r\n    }\r\n<\/style>\r\n\r\n<section class=\"header-section section top_white_separation_sm cw--pink pt-lg-5\">\r\n    <div class=\"overlay__shadow\"><\/div>\r\n    <div class=\"container pt-lg-5\">\r\n        <div class=\"row text-container txt-white\">\r\n            <div class=\"col-lg-9 text-container\">\r\n                <h1 class=\"mBigger section-headline text-white\">Datasets for Machine Learning &#038; Artificial Intelligence\r\n                    AI training<\/h1>\r\n                <p class=\"lead mb-5\">Bringing the human touch to machine learning and AI training. Your algorithms need\r\n                    human interaction if you want them to provide human-like results. Our service AI training datasets\r\n                    for Machine Learning focuses on machine vision and conversational AI.<\/p>\r\n\r\n                <div class=\"btn--group my-4\">\r\n                    <a href=\"\/contact-for-customers\/managed-service-sales-team-contact\/\" class=\"btn btn-primary\"\r\n                        role=\"button\"> <i class=\"fa fa-envelope-o\" aria-hidden=\"true\"><\/i> Get in touch with us!<\/a>\r\n                    <a href=\"tel:0012128786686\" class=\"btn btn-outline-primary\" role=\"button\"><i class=\"fa fa-phone\"\r\n                            aria-hidden=\"true\"><\/i> +1 (212) 878-6686<\/a>\r\n                    <a href=\"tel:004920195971830\" class=\"btn btn-outline-primary\" role=\"button\"><i class=\"fa fa-phone\"\r\n                            aria-hidden=\"true\"><\/i> +49 201 95971830<\/a>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"col-lg-3 order-first order-lg-12 ml-auto my-auto text-left text-lg-center\">\r\n                <img decoding=\"async\" class=\"img-pull-to-right max__width no_lazy_load\" alt=\"Datasets for Machine Learning\"\r\n                    src=\"\/wp-content\/themes\/clickworkerV8\/assets-dist\/img\/solutions\/ai-icon--empty.svg\" \/>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n\r\n<\/section>\r\n<!--\/HEADER -->\r\n\r\n<section class=\"section mt-5 mb-5\">\r\n    <div class=\"container\">\r\n\t\r\n\t<div class=\"row mb-5\">\r\n            <div class=\"col-lg-12\">\r\n                <h2 class=\"section-headline mb-4 mt-0\">Training Datasets for Machine Learning by clickworker<\/h2>\r\n\t\t\t\t <p>With over 4.5 million Clickworkers, we are ready to help you get more out of your algorithms by <strong>generating<\/strong>, <strong>labeling<\/strong> and <strong>validating<\/strong> unique AI datasets, specifically tailored to your needs as well as provide you with a solution for analyzing your AI\u2019s output results in no time.<\/p>\r\n            <\/div>\r\n        <\/div>\r\n\t\t\r\n        <div class=\"row\">\r\n            <div class=\"col-lg-4\">\r\n                <img decoding=\"async\" src=\"https:\/\/www.clickworker.com\/wp-content\/themes\/clickworkerV8\/assets-dist\/img\/ai-page\/generation-ai-Data.svg\"\r\n                    class=\"mb-4 mb-sm-0 img-pull-to-left\" alt=\"Generation of AI Datasets for Machine Learning\">\r\n            <\/div>\r\n            <div class=\"col-lg-8\">\r\n                <h2 class=\"section-headline mb-4\">Generation<br \/> of Datasets for Machine Learning<\/h2>\r\n                <p>Gathering large amounts of high-quality AI training data that meet all requirements for a specific\r\n                learning objective is often one of the most difficult tasks while working on a machine learning\r\n                project.<\/p>\r\n                <p>For each individual project clickworker can provide you with unique and newly created AI datasets,\r\n                such as photos, audio and video recordings as well as texts to assist you in developing your\r\n                learning-based algorithm.<\/p>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/section>\r\n\r\n<section class=\"section white pt-0 top_grey_separation_sm cw--pink\">\r\n    <div class=\"container pb-5\">\r\n        <div class=\"row case-stuies pb-lg-2\">\r\n            <div class=\"col-lg-6\">\r\n                <div class=\"card border-0 p-0 force-alignement ds-50\">\r\n                    <img decoding=\"async\" src=\"https:\/\/www.clickworker.com\/wp-content\/uploads\/2020\/09\/ai-audio-data-sets.jpg\"\r\n                        class=\"card-img-top\" alt=\"Training data for machine learning - Audio Datasets\">\r\n                    <div class=\"card-body\">\r\n                        <!-- <p class=\"card-category-text\">Automation<\/p> -->\r\n                        <h3 class=\"h6 font-weight-bold mt-1\">Voice Recordings \/ Audio Datasets<\/h3>\r\n                        <p class=\"card-text\">e.g. for learning-based speech recognition systems<\/p>\r\n                        <ul class=\"list-unstyled btn-list-group m-0\">\r\n                            <li>\r\n                                <a\r\n                                    href=\"\/audio-datasets-and-voice-datasets-for-speech-recognition-training\/\">More\r\n                                    about Audio Datasets<\/a>\r\n                            <\/li>\r\n                        <\/ul>\r\n                    <\/div>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"col-lg-6\">\r\n                <div class=\"card border-0 p-0 force-alignement ds-50\">\r\n                    <img decoding=\"async\" src=\"https:\/\/www.clickworker.com\/wp-content\/uploads\/2020\/09\/ai-photo.jpg\" class=\"card-img-top\"\r\n                        alt=\"AI Datasets for Machine Learning - Image Datasets\">\r\n                    <div class=\"card-body\">\r\n                        <!-- <p class=\"card-category-text\">Data & Analytics<\/p> -->\r\n                        <h3 class=\"h6 font-weight-bold mt-1\">Photos \/ Image Datasets<\/h3>\r\n                        <p class=\"card-text\">e.g. facial imagery including facial expressions for training\r\n                            learning-based algorithms (AI) to recognize human features as well as emotions<\/p>\r\n                        <ul class=\"list-unstyled btn-list-group m-0\">\r\n                            <li>\r\n                                <a\r\n                                    href=\"\/photo-datasets-image-datasets-for-machine-learning\/\">More\r\n                                    about Image Datasets<\/a>\r\n                            <\/li>\r\n                        <\/ul>\r\n                    <\/div>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"row pt-lg-4 case-stuies\">\r\n            <div class=\"divide-40 d-lg-none\"><\/div>\r\n            <div class=\"col-lg-6\">\r\n                <div class=\"card border-0 p-0 force-alignement ds-50\">\r\n                    <img decoding=\"async\" src=\"https:\/\/www.clickworker.com\/wp-content\/uploads\/2020\/09\/ai-video-data-sets.jpg\"\r\n                        class=\"card-img-top\" alt=\"AI Datasets for Machine Learning - Video Datasets\">\r\n                    <div class=\"card-body\">\r\n                        <!-- <p class=\"card-category-text\">Life Science<\/p> -->\r\n                        <h3 class=\"h6 font-weight-bold mt-1\">Video Recordings \/ Video Datasets<\/h3>\r\n                        <p class=\"card-text\">e.g. for training learning-based algorithms (AI) to analyze and evaluate a\r\n                            scene through motion pictures<\/p>\r\n                        <ul class=\"list-unstyled btn-list-group m-0\">\r\n                            <li>\r\n                                <a href=\"\/video-datasets-for-machine-learning\/\">More about Video Datasets<\/a>\r\n                            <\/li>\r\n                        <\/ul>\r\n                    <\/div>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"divide-40 d-lg-none\"><\/div>\r\n            <div class=\"col-lg-6\">\r\n                <div class=\"card border-0 p-0 force-alignement ds-50\">\r\n                    <img decoding=\"async\" src=\"https:\/\/www.clickworker.com\/wp-content\/uploads\/2020\/09\/ai-text-creation.jpg\"\r\n                        class=\"card-img-top\" alt=\"AI Datasets for Machine Learning - Text Creation\">\r\n                    <div class=\"card-body\">\r\n                        <!-- <p class=\"card-category-text\">Life Science<\/p> -->\r\n                        <h3 class=\"h6 font-weight-bold mt-1\">Text Creation<\/h3>\r\n                        <p class=\"card-text\">in handwritten and\/or typed format \u2013 e.g. for training learning-based\r\n                            algorithms (AI) to visually recognize and contextually analyze text inputs<\/p>\r\n                        <ul class=\"list-unstyled btn-list-group m-0\">\r\n                            <li>\r\n                                <a href=\"\/contact-for-customers\/managed-service-sales-team-contact\/\">Request more\r\n                                    information<\/a>\r\n                            <\/li>\r\n                        <\/ul>\r\n                    <\/div>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/section>\r\n\r\n<section class=\"gray section-space pt-5 pb-5\">\r\n    <div class=\"container\">\r\n        <div class=\"row pb-lg-5 pt-5\">\r\n            <div class=\"col-lg-4 order-lg-12\">\r\n                <img decoding=\"async\" src=\"https:\/\/www.clickworker.com\/wp-content\/themes\/clickworkerV8\/assets-dist\/img\/ai-page\/labeling-n-validation-data.svg\"\r\n                    class=\"mb-4 mb-sm-0 img-pull-to-right\"\r\n                    alt=\"Labeling &#038; Validation of AI Datasets for Machine Learning\">\r\n            <\/div>\r\n            <div class=\"col-lg-8 order-lg-1\">\r\n                <h2 class=\"section-headline mb-4\">Labeling &#038; Validation<br \/> of Datasets for Machine Learning<\/h2>\r\n                <p>In most cases well prepared AI training data inputs are only attainable through human annotation and often play an essential role in successfully training a learning-based algorithm (AI). clickworker can assist you in preparing your AI datasets with an international crowd of over 4.5 million Clickworkers though tagging and\/or annotating text as well as imagery based on your needs\r\n                <\/p>\r\n                <p>In addition to that our crowd is able make sure your existing AI training data complies with your specifications and even evaluates output results from your algorithm through human logic.<\/p>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"divide-40 d-none d-lg-block\"><\/div>\r\n        <div class=\"row pt-lg-5 case-stuies\">\r\n            <div class=\"divide-40 d-lg-none\"><\/div>\r\n            <div class=\"col-lg-4 mb-4\">\r\n                <div class=\"card border-0 p-0 force-alignement ds-50\">\r\n                    <img decoding=\"async\" src=\"https:\/\/www.clickworker.com\/wp-content\/themes\/clickworkerV8\/assets-dist\/img\/ai-page\/ai-training-image2.png\"\r\n                        class=\"card-img-top\" height=\"150\" alt=\"Image Annotation of AI Datasets for Machine Learning\">\r\n                    <div class=\"card-body\">\r\n                        <!-- <p class=\"card-category-text\">Life Science<\/p> -->\r\n                        <h3 class=\"h6 font-weight-bold mt-1\">Image Annotation<\/h3>\r\n                        <p class=\"card-text\">e.g. road signs and vehicles for training autonomous driving and parking\r\n                            systems<\/p>\r\n                        <ul class=\"list-unstyled btn-list-group m-0\">\r\n                            <li>\r\n                                <a href=\"\/image-annotation-services\/\">Image Annotation Services<\/a>\r\n                            <\/li>\r\n                        <\/ul>\r\n                    <\/div>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"col-lg-4 mb-4\">\r\n                <div class=\"card border-0 p-0 force-alignement ds-50\">\r\n                    <img decoding=\"async\" src=\"https:\/\/www.clickworker.com\/wp-content\/themes\/clickworkerV8\/assets-dist\/img\/ai-page\/ai-training-image4.png\"\r\n                        class=\"card-img-top\" height=\"150\" alt=\"AI Datasets for Machine Learning - Text Analysis\">\r\n                    <div class=\"card-body\">\r\n                        <!-- <p class=\"card-category-text\">Life Science<\/p> -->\r\n                        <h3 class=\"h6 font-weight-bold mt-1\">Text Analysis<\/h3>\r\n                        <p class=\"card-text\">and evaluation (text mining)<\/p>\r\n                        <ul class=\"list-unstyled btn-list-group m-0\">\r\n                            <li>\r\n                                <a href=\"\/contact-for-customers\/managed-service-sales-team-contact\/\">Request more\r\n                                    information<\/a>\r\n                            <\/li>\r\n                        <\/ul>\r\n                    <\/div>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"col-lg-4 mb-4\">\r\n                <div class=\"card border-0 p-0 force-alignement ds-50\">\r\n                    <img decoding=\"async\" src=\"https:\/\/www.clickworker.com\/wp-content\/themes\/clickworkerV8\/assets-dist\/img\/ai-page\/ai-training-image5.png\"\r\n                        class=\"card-img-top\" height=\"150\" alt=\"Output Evaluation of Learning-based Algorithms\">\r\n                    <div class=\"card-body\">\r\n                        <!-- <p class=\"card-category-text\">Life Science<\/p> -->\r\n                        <h3 class=\"h6 font-weight-bold mt-1\">Output Evaluation of Learning-based Algorithms<\/h3>\r\n                        <p class=\"card-text\">by humans<\/p>\r\n                        <ul class=\"list-unstyled btn-list-group m-0\">\r\n                            <li>\r\n                                <a href=\"\/contact-for-customers\/managed-service-sales-team-contact\/\">Request more\r\n                                    Information<\/a>\r\n                            <\/li>\r\n                        <\/ul>\r\n                    <\/div>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/section>\r\n\r\n\r\n<section class=\"white no-padding section-space bottom_grey_separation_sm top_grey_separation_sm cw--pink\">\r\n    <div class=\"container\">\r\n        <div class=\"row\">\r\n            <div class=\"col-lg-5\">\r\n                <img decoding=\"async\" src=\"..\/wp-content\/themes\/clickworkerV8\/assets-dist\/img\/v8services\/services-benifits.svg\"\r\n                    class=\"mb-4 mb-sm-0 w-100 position-relative pull-rel left-2\"\r\n                    alt=\"Datasets for Machine Learning\">\r\n            <\/div>\r\n            <div class=\"col-lg-7\">\r\n                <h2 class=\"section-headline mb-4\">Benefits<br \/> of Datasets for Machine Learning by clickworker<\/h2>\r\n                <ul class=\"benefitStyled cw--pink\">\r\n                    <li>AI Training data created specifically to your needs<\/li>\r\n                    <li>Wide variety of AI datasets due to a large and globally distributed crowd<\/li>\r\n                    <li>Data harvesting and evaluation by humans<\/li>\r\n                    <li>Combination of raw AI training data generation + tagging and annotation services<\/li>\r\n                    <li>Unlimited usage rights of all AI datasets<\/li>\r\n                    <li>API integration is available<\/li>\r\n\r\n                <\/ul>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"divide-80 d-none d-lg-block\"><\/div>\r\n        <div class=\"row\">\r\n            <div class=\"col-12\">\r\n                <h2 class=\"section-headline mb-4\">Order Specifications<br \/> for AI Datasets for Machine Learning<\/h2>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"row\">\r\n            <div class=\"col-lg-9\">\r\n                <p>Are you looking to make an inquiry regarding our Managed Services \u201cAI Datasets for Machine\r\n                    Learning\u201d?<br \/> Here\u2019s what we need to know:<\/p>\r\n                <ul class=\"standardV8styled cw--pink\">\r\n                    <li>What is the general scope of the task?\r\n                        <ul>\r\n                            <li>What type of AI training data will you require?<\/li>\r\n                            <li>How do you require the AI training data to be processed?<\/li>\r\n                            <li>What type of AI datasets do you need evaluated? How do you want them evaluated? Do you\r\n                                require us to follow a specific instruction set?<\/li>\r\n                            <li>What do you need tested or run through a set of processes? Do these tasks require a\r\n                                specific form?<\/li>\r\n                        <\/ul>\r\n                    <\/li>\r\n                    <li>What is the size of the AI training data project?<\/li>\r\n                    <li>Do you require Clickworkers from a specific region?<\/li>\r\n                    <li>What kind of quality control requirements do you have?<\/li>\r\n                    <li>Which data format do you need the datases for machine learning \/ data to be delivered in?<\/li>\r\n                    <li>Do you require an API connection?<\/li>\r\n                <\/ul>\r\n                <p><strong>For Photos:<\/strong><\/p>\r\n                <ul class=\"standardV8styled cw--pink\">\r\n                    <li>Which format do you require the photos to be? <\/li>\r\n                <\/ul>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"row\">\r\n            <div class=\"col-lg-12 text-center my-5\">\r\n                <a href=\"\/contact-for-customers\/managed-service-sales-team-contact\/\" class=\"btn btn-primary\"\r\n                    role=\"button\"> <i class=\"fa fa-envelope-o\" aria-hidden=\"true\"><\/i> Get in touch with us!<\/a>\r\n                <a href=\"tel:0014156897781\" class=\"btn btn-outline-primary\" role=\"button\"><i class=\"fa fa-phone\"\r\n                        aria-hidden=\"true\"><\/i> +1 (415) 689-7781<\/a>\r\n                <a href=\"tel:004920195971830\" class=\"btn btn-outline-primary\" role=\"button\"><i class=\"fa fa-phone\"\r\n                        aria-hidden=\"true\"><\/i> +49 201 95971830<\/a>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/section>\r\n\r\n<section class=\"gray section-space pt-5 pb-5\">\r\n    <div class=\"container\">\r\n        <div class=\"row pb-5\">\r\n            <div class=\"col-10 offset-1 quote_refs\">\r\n                <h2 class=\"section-headline mb-4\">What our Customers say about our service &#8220;AI Datasets for Machine\r\n                    Learning&#8221;<\/h2>\r\n                <p><em>We are constantly optimizing our AI systems in the field of mobile communication and virtual\r\n                        assistants. clickworker is the ideal partner and helped us quickly obtain AI training data in\r\n                        the form of possible questions formations for training of our AI systems. Recently, 1,000\r\n                        predefined questions were paraphrased between 100 and 200 times by Clickworkers. This AI\r\n                        training data was essential!<\/em><\/p>\r\n            <\/div>\r\n        <\/div>\r\n\r\n        <div class=\"row center-h companies\">\r\n            <div class=\"col\">\r\n                <img decoding=\"async\" src=\"\/wp-content\/themes\/clickworkerV8\/assets-dist\/img\/footer\/TMobile.png\"\r\n                    alt=\"Training data for machine learning - TMobile\" height=\"100\" class=\"opac-2\">\r\n            <\/div>\r\n            <div class=\"col\">\r\n                <img decoding=\"async\" src=\"\/wp-content\/themes\/clickworkerV8\/assets-dist\/img\/footer\/Unbotify.png\"\r\n                    alt=\"Training data for machine learning - Unbotify\" height=\"100\" class=\"opac-2\">\r\n            <\/div>\r\n            <div class=\"col\">\r\n                <img decoding=\"async\" src=\"\/wp-content\/themes\/clickworkerV8\/assets-dist\/img\/footer\/Kasisto.png\"\r\n                    alt=\"Training data for machine learning - TennisPoint\" height=\"100\" class=\"opac-2\">\r\n            <\/div>\r\n            <div class=\"col\">\r\n                <img decoding=\"async\" src=\"\/wp-content\/themes\/clickworkerV8\/assets-dist\/img\/footer\/WeFi.png\"\r\n                    alt=\"Training data for machine learning - WeFi\" height=\"100\" class=\"opac-2\">\r\n            <\/div>\r\n            <div class=\"col\">\r\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2018\/07\/Elbit_Logo.jpg\"\r\n                    alt=\"Training data for machine learning - Elbit Systems\" style=\"padding-top:25px;\" class=\"opac-2\">\r\n            <\/div>\r\n            <div class=\"col\">\r\n                <img decoding=\"async\" src=\"\/wp-content\/themes\/clickworkerV8\/assets-dist\/img\/footer\/Sharewise.png\"\r\n                    alt=\"Training data for machine learning - Sharewise\" height=\"100\" class=\"opac-2\">\r\n            <\/div>\r\n        <\/div>\r\n\r\n        <div class=\"divide-40 d-none d-lg-block\"><\/div>\r\n\r\n    <\/div>\r\n<\/section>\r\n\r\n<section class=\"white section-space bottom_grey_separation_sm top_grey_separation_sm cw--pink\">\r\n    <div class=\"container\">\r\n        <div class=\"row\">\r\n            <div class=\"col-12\">\r\n                <h2 class=\"section-headline mb-4\" style=\"line-height: 1.25;\">Case Studies, Whitepaper and Videos on our\r\n                    service &#8220;AI Datasets for Machine Learning&#8221;<\/h2>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"row mb-5\">\r\n            <div class=\"col-10\">\r\n                <h3 class=\"h4 font-weight-bold mt-1 mb-4\">Case Studies\r\n                    &#8211; Datasets for Machine Learning<\/h3>\r\n                Want to learn more about our AI training data services? Check out the following case studies:\r\n                <ul class=\"list-unstyled btn-list-group m-0\">\r\n                    <li><a href=\"\/case-studies\/training-data-for-a-face-recognition-software\/\">AI Datasets &#8211;\r\n                            Face Recognition<\/a><\/li>\r\n                    <li><a href=\"\/case-studies\/training-data-for-machine-learning-of-speech-recognition-systems\/\">AI\r\n                            Datasets &#8211; Speech Recognition<\/a><\/li>\r\n                    <li><a href=\"\/case-studies\/training-data-for-chatbots\/\">AI Datasets &#8211; Chat bots<\/a><\/li>\r\n                <\/ul>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"row mb-5\">\r\n            <div class=\"col-12\">\r\n                <h3 class=\"h4 font-weight-bold mt-1 mb-4\">Whitepaper\r\n                    &#8211; Datasets for Machine Learning<\/h3>\r\n            <\/div>\r\n            <div class=\"col-lg-4\">\r\n                <div class=\"card border-0 p-0 force-alignement ds-30\">\r\n\r\n                    <img decoding=\"async\" class=\"card-img-top\" src=\"\/wp-content\/uploads\/2022\/08\/wp-cover-1.jpg\"\r\n                        alt=\"Datasets for Voice bot training - White Paper\" \/>\r\n                    <div class=\"card-body\">\r\n                        <h3 class=\"h6 font-weight-bold mt-1\">Bringing Intelligence to Voice Bots to Improve the\r\n                            Customer Experience<\/h3>\r\n                        <p class=\"card-text\">We explain the challenges of training chatbots and show what is\r\n                            important and how you can successfully overcome the challenges.<\/p>\r\n\r\n                        <ul class=\"list-unstyled btn-list-group m-0\">\r\n                            <li><a href=\"https:\/\/www.clickworker.com\/best-practices-to-train-voice-bots\/\">Download\r\n                                    White Paper &#8220;Training of Voice Bots&#8221;<\/a><\/li>\r\n                        <\/ul>\r\n                    <\/div>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"col-lg-4\">\r\n                <div class=\"card border-0 p-0 force-alignement ds-30\">\r\n\r\n                    <img decoding=\"async\" class=\"card-img-top\" src=\"\/wp-content\/uploads\/2022\/08\/wp-cover-2.jpg\"\r\n                        alt=\"Datasets for Machine Learning - White Paper\" \/>\r\n                    <div class=\"card-body\">\r\n                        <h3 class=\"h6 font-weight-bold mt-1\">Achieving AI ROI Through Data Quality and Diversity<\/h3>\r\n                        <p class=\"card-text\">Talk about clickworker&#8217;s experience in successful customer AI\r\n                            Training projects and the importance of high quality and diverse training data.<\/p>\r\n\r\n                        <ul class=\"list-unstyled btn-list-group m-0\">\r\n                            <li><a href=\"https:\/\/www.clickworker.com\/achieving-ai-roi-through-training-data-diversity\/\">Download\r\n                                    White Paper &#8220;Achieving AI ROI&#8221;<\/a><\/li>\r\n                        <\/ul>\r\n                    <\/div>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"row\">\r\n            <div class=\"col-lg-12 mb-4\">\r\n                <h3 class=\"h4 font-weight-bold mt-1 mb-4\">Videos\r\n                    &#8211; Datasets for Machine Learning<\/h3>\r\n                <div class=\"row case-stuies\">\r\n                    <div class=\"divide-40 d-lg-none\"><\/div>\r\n                    <div class=\"col-lg-4 pb-5\">\r\n\r\n                        <iframe class=\"rounded\"\r\n                            src=\"https:\/\/w.soundcloud.com\/player\/?url=https%3A\/\/api.soundcloud.com\/tracks\/1307755915&amp;color=%23ff5500&amp;auto_play=false&amp;hide_related=false&amp;show_comments=true&amp;show_user=true&amp;show_reposts=false&amp;show_teaser=true&amp;visual=true\"\r\n                            width=\"100%\" height=\"300\" frameborder=\"no\" scrolling=\"no\"><\/iframe>\r\n\r\n                    <\/div>\r\n                    <div class=\"col-lg-4 pb-5\"><iframe class=\"rounded\"\r\n                            src=\"https:\/\/w.soundcloud.com\/player\/?url=https%3A\/\/api.soundcloud.com\/tracks\/392775612&amp;color=%23ff5500&amp;auto_play=false&amp;hide_related=false&amp;show_comments=true&amp;show_user=true&amp;show_reposts=false&amp;show_teaser=true&amp;visual=true\"\r\n                            width=\"100%\" height=\"300\" frameborder=\"no\" scrolling=\"no\"><\/iframe><\/div>\r\n                    <div class=\"col-lg-4 pb-5\"><div class=\"lyte-wrapper\" title=\"AI Training Data - Creation of Photo &amp;amp; Video Data Sets\" style=\"width:420px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_io_w5CLsyvI\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/www.clickworker.com\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fio_w5CLsyvI%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/io_w5CLsyvI\" \/><meta itemprop=\"duration\" content=\"PT1M54S\" \/><meta itemprop=\"uploadDate\" content=\"2020-07-21T11:51:20Z\" \/><\/div><div id=\"lyte_io_w5CLsyvI\" data-src=\"https:\/\/www.clickworker.com\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fio_w5CLsyvI%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">AI Training Data - Creation of Photo &amp; Video Data Sets<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/io_w5CLsyvI\" rel=\"nofollow\"><img decoding=\"async\" src=\"https:\/\/www.clickworker.com\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fio_w5CLsyvI%2F0.jpg\" alt=\"AI Training Data - Creation of Photo &amp;amp; Video Data Sets\" width=\"420\" height=\"216\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"With over 2.8 million Clickworkers, we are ready to help you get more out of your algorithms by creating training data sets such as photos and videos specifically for your AI system. More information: https:\/\/www.clickworker.com\/machine-learning-ai-artificial-intelligence\/ Do you need specific training data sets for your AI system in a timely manner? Then please just contact us: sales@clickworker.com Legal: https:\/\/www.clickworker.com\/legal\/\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:420px;margin:5px;\"><\/div><\/div>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n\r\n    <\/div>\r\n<\/section>\r\n<section class=\"gray section-space\">\r\n    <div class=\"container\">\r\n        <div class=\"row\">\r\n            <div class=\"col-lg-12 mb-4\">\r\n                <h2 class=\"section-headline mb-4 mt-0\" style=\"line-height: 1.25;\">Further Information and Links on the\r\n                    Subject of AI Datasets for Machine Learning <span class=\"cw-cp-cat-ico std-size hexa-b\">AI<\/span>\r\n                <\/h2>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"row accordion\" id=\"FurtherInformation\">\r\n            <div class=\"col-lg-12\">\r\n                <div class=\"card border-0 p-0 ds-50\">\r\n                    <div class=\"card-header\" id=\"guideTipsHeader\">\r\n                        <h3 class=\"h4 font-weight-bold mt-1 mb-2 with-heading-icon cw--pink\" data-toggle=\"collapse\"\r\n                            data-target=\"#guideTips\" aria-expanded=\"true\" aria-controls=\"guideTips\">\r\n                            Guides \u2013 Tips\r\n                        <\/h3>\r\n                    <\/div>\r\n\r\n                    <div id=\"guideTips\" class=\"collapse show\" aria-labelledby=\"guideTipsHeader\"\r\n                        data-parent=\"#FurtherInformation\">\r\n                        <div class=\"card-body pt-0\">\r\n                            <div class=\"row no-gutters\">\r\n                                <div class=\"col-lg-6\">\r\n                                    <ul class=\"list-unstyled btn-list-group m-0\">\r\n                                        <li>\r\n                                            <a href=\"\/video-datasets-for-machine-learning\/\">Video datasets for machine\r\n                                                learning<\/a>\r\n                                        <\/li>\r\n                                        <li>\r\n                                            <a href=\"\/image-annotation-services\/\">Image annotation services &#8211; Bounding\r\n                                                Boxes and more<\/a>\r\n                                        <\/li>\r\n                                        <li>\r\n                                            <a href=\"\/search-relevance\/\">Optimizing the relevance of search results<\/a>\r\n                                        <\/li>\r\n                                    <\/ul>\r\n                                <\/div>\r\n                                <div class=\"col-lg-6\">\r\n                                    <ul class=\"list-unstyled btn-list-group m-0\">\r\n                                        <li>\r\n                                            <a href=\"\/photo-datasets-image-datasets-for-machine-learning\/\">Photo\r\n                                                datasets for image recognition training<\/a>\r\n                                        <\/li>\r\n                                        <li>\r\n                                            <a\r\n                                                href=\"\/audio-datasets-and-voice-datasets-for-speech-recognition-training\/\">Audio\r\n                                                datasets for speech recognition training<\/a>\r\n                                        <\/li>\r\n                                    <\/ul>\r\n                                <\/div>\r\n                            <\/div>\r\n                        <\/div>\r\n                    <\/div>\r\n                <\/div>\r\n\r\n\r\n                <div class=\"card border-0 p-0 mt-2 ds-50\">\r\n                    <div class=\"card-header\" id=\"ReferencesCaseStudieHeader\">\r\n                        <h3 class=\"h4 font-weight-bold mt-1 mb-2 with-heading-icon cw--pink\" data-toggle=\"collapse\"\r\n                            data-target=\"#ReferencesCaseStudie\" aria-expanded=\"false\"\r\n                            aria-controls=\"ReferencesCaseStudie\">\r\n                            References &#038; Case Studies &#8211; AI Datasets for Machine Learning\r\n                        <\/h3>\r\n                    <\/div>\r\n\r\n                    <div id=\"ReferencesCaseStudie\" class=\"collapse\" aria-labelledby=\"ReferencesCaseStudieHeader\"\r\n                        data-parent=\"#FurtherInformation\">\r\n                        <div class=\"card-body pt-0\">\r\n                            <div class=\"row no-gutters\">\r\n                                <div class=\"col-lg-6\">\r\n                                    <ul class=\"list-unstyled btn-list-group m-0\">\r\n                                        <li>\r\n                                            <a href=\"\/case-studies\/categorization-of-search-engine-results-case-study\/\">Categorization\r\n                                                of Search Engine Results<\/a>\r\n                                        <\/li>\r\n                                        <li>\r\n                                            <a href=\"\/2014\/08\/04\/optimization-of-speech-recognition-systems\/\">Optimization\r\n                                                of Speech Recognition Systems<\/a>\r\n                                        <\/li>\r\n                                    <\/ul>\r\n                                <\/div>\r\n\r\n                                <div class=\"col-lg-6\">\r\n                                    <ul class=\"list-unstyled btn-list-group m-0\">\r\n                                        <li>\r\n                                            <a\r\n                                                href=\"\/case-studies\/training-data-for-machine-learning-of-speech-recognition-systems\/\">AI\r\n                                                Datasets for a Speech Recognition Software<\/a>\r\n                                        <\/li>\r\n                                        <li>\r\n                                            <a href=\"\/case-studies\/training-data-for-chatbots\/\">AI Training Data for\r\n                                                Chatbots<\/a>\r\n                                        <\/li>\r\n\r\n                                    <\/ul>\r\n                                <\/div>\r\n                            <\/div>\r\n                        <\/div>\r\n                    <\/div>\r\n                <\/div>\r\n\r\n\r\n                <div class=\"card border-0 p-0 mt-2 ds-50\">\r\n                    <div class=\"card-header\" id=\"InterestingInformationHeader\">\r\n                        <h3 class=\"h4 font-weight-bold mt-1 mb-2 with-heading-icon cw--pink\" data-toggle=\"collapse\"\r\n                            data-target=\"#InterestingInformation\" aria-expanded=\"false\"\r\n                            aria-controls=\"InterestingInformation\">\r\n                            Interesting blog and AI glossary posts on AI datasets for machine learning\r\n                        <\/h3>\r\n                    <\/div>\r\n\r\n                    <div id=\"InterestingInformation\" class=\"collapse\" aria-labelledby=\"InterestingInformationHeader\"\r\n                        data-parent=\"#FurtherInformation\">\r\n                        <div class=\"card-body pt-0\">\r\n                            <div class=\"row no-gutters\">\r\n                                <div class=\"col-lg-6\">\r\n                                    <ul class=\"list-unstyled btn-list-group m-0\">\r\n                                        <li><a href=\"https:\/\/www.clickworker.com\/ai-glossary\/\"><strong>Most important AI\r\n                                                    terms explained in our AI glossary<\/strong><\/a><\/li>\r\n                                        <li><a\r\n                                                href=\"https:\/\/www.clickworker.com\/customer-blog\/artificial-intelligence\/\"><strong>Insightful\r\n                                                    blog posts around the topic of AI:<\/strong><\/a><\/li>\r\n                                        <ul>\r\n                                            <li><a\r\n                                                    href=\"https:\/\/www.clickworker.com\/ai-glossary\/active-learning\/\">What\r\n                                                    is Active Learning and How Does it Work?<\/a><\/li>\r\n                                            <li><a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/emotion-recognition-how-computers-see-through-our-emotions\/\">Emotion\r\n                                                    Recognition<\/a><\/li>\r\n                                            <li><a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/sentiment-analysis-using-nlp\/\">Artificial\r\n                                                    Intelligence \u2013 Sentiment Analysis Using NLP<\/a><\/li>\r\n                                            <li><a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/applications-of-deep-learning-for-computer-vision\/\">Applications\r\n                                                    of Deep Learning for Computer Vision<\/a><\/li>\r\n                                            <li><a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/top-7-facial-recognition-technologies\/\">\r\n                                                    Top 19 Facial Recognition Technologies <\/a><\/li>\r\n                                            <li> <a href=\"https:\/\/www.clickworker.com\/customer-blog\/benefits-of-ai\/\">\r\n                                                    Benefits of Artificial Intelligence to our Society <\/a> <\/li>\r\n                                            <li> <a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/ai-new-business-models\/\">\r\n                                                    AI Creates New Business Models <\/a> <\/li>\r\n                                            <li> <a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/healthcare-chatbots\/\">\r\n                                                    How Medical Chatbots transform the Healthcare Sector <\/a> <\/li>\r\n                                            <li> <a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/history-of-machine-learning\/\">\r\n                                                    History of Machine Learning <\/a> <\/li>\r\n                                            <li> <a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/human-in-the-loop-ml\/\">\r\n                                                    Human in the Loop: The Human in the Machine <\/a> <\/li>\r\n                                        <\/ul>\r\n                                    <\/ul>\r\n                                <\/div>\r\n\r\n                                <div class=\"col-lg-6\">\r\n                                    <ul class=\"list-unstyled btn-list-group m-0\">\r\n                                        <ul>\r\n                                            <li><a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/process-of-ai-training\/\">The\r\n                                                    Process of AI Training<\/a><\/li>\r\n                                            <li><a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/speech-recognition-technology-in-sales\/\">Speech\r\n                                                    Recognition Technology and Its Applications in Sales<\/a><\/li>\r\n                                            <li><a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/data-preparation-for-ai\/\">Data\r\n                                                    preparation for AI<\/a><\/li>\r\n                                            <li><a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/online-face-recognition-ai\/\">Online\r\n                                                    face recognition: Face recognition with the help of AI<\/a><\/li>\r\n                                            <li> <a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/human-intelligence-vs-artificial-intelligence-human-ai\/\">\r\n                                                    All about Human Intelligence &#038; Artificial Intelligence <\/a> <\/li>\r\n                                            <li> <a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/data-quality-and-diversity\/\">\r\n                                                    The Value of Data Quality and Data Diversity in AI models <\/a> <\/li>\r\n                                            <li> <a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/artificial-intelligence-road-traffic\/\">\r\n                                                    AI in Traffic Management <\/a> <\/li>\r\n                                            <li> <a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/machine-learning-datasets\/\">\r\n                                                    Introduction to Machine Learning Datasets <\/a> <\/li>\r\n                                            <li> <a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/artificial-intelligence-food-industry\/\">\r\n                                                    AI in the Food Industry<\/a> <\/li>\r\n                                            <li> <a\r\n                                                    href=\"https:\/\/www.clickworker.com\/customer-blog\/interoperability-and-the-future-of-machine-learning\/\">\r\n                                                    Interoperability and the Future of Machine Learning <\/a> <\/li>\r\n\r\n                                        <\/ul>\r\n                                    <\/ul>\r\n                                <\/div>\r\n                            <\/div>\r\n                        <\/div>\r\n                    <\/div>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n\r\n<\/section>\r\n<section class=\"gray section-space\">\r\n    <div class=\"container\">\r\n        <h2 class=\"section-headline mb-4 mt-0\">AI Datasets for Machine Learning &#8211; FAQ<\/h2>\r\n        <div class=\"row\">\r\n            <div class=\"col-lg-12\">\r\n                <div id=\"faqAiSnippet\" class=\"cw--pink\">\r\n\t\t\t\t\t\t<section class=\"sc_fs_faq sc_card card faq-snippet collapsable\">\n\t\t\t<div>\n\t\t\t\t<h2>What is AI training data?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t\t<p>\n\t\t\t\t\t\tAI training data is the information used in machine learning algorithms to 'learn'\r\n                    how to perform a specific task.\r\n                    It consists of examples, labeled or unlabeled (such as\r\n                    images), of inputs and outputs.\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"sc_fs_faq sc_card card faq-snippet collapsable\">\n\t\t\t<div>\n\t\t\t\t<h2>Which database is used in machine learning?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t\t<p>\n\t\t\t\t\t\tThe data set used in machine learning is the training dataset. In order to train and make\r\n                    predictions with machine learning, you will need a dataset of input variables and corresponding\r\n                    outcomes that can be used to identify patterns in the data.\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"sc_fs_faq sc_card card faq-snippet collapsable\">\n\t\t\t<div>\n\t\t\t\t<h2>What are datasets for machine learning?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t\t<p>\n\t\t\t\t\t\tData sets are collections of observations or cases, and they are used to train machine\r\n                    learning algorithms.\r\n                    The term can also refer to the collection of data that is analyzed by a\r\n                    specific algorithm.\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"sc_fs_faq sc_card card faq-snippet collapsable\">\n\t\t\t<div>\n\t\t\t\t<h2>Which database is best for machine learning?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t\t<p>\n\t\t\t\t\t\tThe most commonly used database for machine learning is the MySQL relational database.\r\n                    The reason it's so common is because of its ease-of-use and affordability, as well as the fact\r\n                    that it's a relational database. The SQL language is simple and easy to use, which makes it easier\r\n                    for developers to learn the basics of machine learning without much effort or study.\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"sc_fs_faq sc_card card faq-snippet collapsable\">\n\t\t\t<div>\n\t\t\t\t<h2>What are the main AI data types?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t\t<p>\n\t\t\t\t\t\tAI training data types can be basically divided into four types:\r\n                    <ul>\r\n                        <li>Visual data - graphics, photos and videos<\/li>\r\n                        <li>Audio data - voice and speech recordings<\/li>\r\n                        <li>Textual data - linguistically relevant characters, words, sentences<\/li>\r\n                        <li>Numerical data - numbers and measurements<\/li>\r\n                    <\/ul>\r\n                    AI training data can be used as row data or as labeled, tagged, or annotated data, depending on\r\n                    the training and learning methods and objectives.\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"sc_fs_faq sc_card card faq-snippet collapsable\">\n\t\t\t<div>\n\t\t\t\t<h2>Where to get training data for machine learning?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t\t<p>\n\t\t\t\t\t\tIt depends on the specific use case. You can use publicly available data and datasets or\r\n                    create your own dataset with historical records.\r\n                    If the training data should be more specific\r\n                    and professional an AI & ML training data provider like clickworker should be contacted.\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"sc_fs_faq sc_card card faq-snippet collapsable\">\n\t\t\t<div>\n\t\t\t\t<h2>What makes a good AI dataset for machine learning?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t\t<p>\n\t\t\t\t\t\tA good AI dataset for Machine Learning would be one that has a lot of data and is\r\n                    well-structured so that the Machine Learning algorithm can learn from it easily.\r\n                    High quality AI datasets in large quantities are the basis for successful AI and machine learning\r\n                    training. You should also collect individual, newly created data, if possible, to create a unique\r\n                    dataset that cannot be copied by your competitors. A common dataset for Machine Learning is the\r\n                    Netflix dataset.\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"sc_fs_faq sc_card card faq-snippet collapsable\">\n\t\t\t<div>\n\t\t\t\t<h2>How is AI training data priced?<\/h2>\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t\t<p>\n\t\t\t\t\t\tThe pricing for AI training data depends on how much data you need, the type of language\r\n                    and whether it is tied to a subscription or one time fee. The price can be determined by how much\r\n                    data you need, or by the size of your budget.\r\n                    It depends on various factors like project scope, complexity, customer and system requirements, and\r\n                    set for each case individually.\r\n                    If you are interested in this service contact clickworker directly.\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\n<script type=\"application\/ld+json\">\n\t{\n\t\t\"@context\": \"https:\/\/schema.org\",\n\t\t\"@type\": \"FAQPage\",\n\t\t\"mainEntity\": [\n\t\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"What is AI training data?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"AI training data is the information used in machine learning algorithms to 'learn'\r\n                    how to perform a specific task.\r\n                    It consists of examples, labeled or unlabeled (such as\r\n                    images), of inputs and outputs.\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"Which database is used in machine learning?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"The data set used in machine learning is the training dataset. In order to train and make\r\n                    predictions with machine learning, you will need a dataset of input variables and corresponding\r\n                    outcomes that can be used to identify patterns in the data.\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"What are datasets for machine learning?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"Data sets are collections of observations or cases, and they are used to train machine\r\n                    learning algorithms.\r\n                    The term can also refer to the collection of data that is analyzed by a\r\n                    specific algorithm.\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"Which database is best for machine learning?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"The most commonly used database for machine learning is the MySQL relational database.\r\n                    The reason it's so common is because of its ease-of-use and affordability, as well as the fact\r\n                    that it's a relational database. The SQL language is simple and easy to use, which makes it easier\r\n                    for developers to learn the basics of machine learning without much effort or study.\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"What are the main AI data types?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"AI training data types can be basically divided into four types:\r\n                    <ul><li>Visual data - graphics, photos and videos<\/li><li>Audio data - voice and speech recordings<\/li><li>Textual data - linguistically relevant characters, words, sentences<\/li><li>Numerical data - numbers and measurements<\/li><\/ul>\r\n                    AI training data can be used as row data or as labeled, tagged, or annotated data, depending on\r\n                    the training and learning methods and objectives.\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"Where to get training data for machine learning?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"It depends on the specific use case. You can use publicly available data and datasets or\r\n                    create your own dataset with historical records.\r\n                    If the training data should be more specific\r\n                    and professional an AI &amp; ML training data provider like clickworker should be contacted.\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"What makes a good AI dataset for machine learning?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"A good AI dataset for Machine Learning would be one that has a lot of data and is\r\n                    well-structured so that the Machine Learning algorithm can learn from it easily.\r\n                    High quality AI datasets in large quantities are the basis for successful AI and machine learning\r\n                    training. You should also collect individual, newly created data, if possible, to create a unique\r\n                    dataset that cannot be copied by your competitors. A common dataset for Machine Learning is the\r\n                    Netflix dataset.\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"How is AI training data priced?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"The pricing for AI training data depends on how much data you need, the type of language\r\n                    and whether it is tied to a subscription or one time fee. The price can be determined by how much\r\n                    data you need, or by the size of your budget.\r\n                    It depends on various factors like project scope, complexity, customer and system requirements, and\r\n                    set for each case individually.\r\n                    If you are interested in this service contact clickworker directly.\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t\t\t\t]\n\t}\n<\/script>\n\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"mini-section-spacer\"><\/div>\r\n        <div class=\"mini-section-spacer\"><\/div>\r\n    <\/div>\r\n\r\n<\/section>","protected":false},"excerpt":{"rendered":"<p>Datasets for Machine Learning &#038; Artificial Intelligence AI training Bringing the human touch to machine learning and AI training. Your algorithms need human interaction if you want them to provide human-like results. Our service AI training datasets for Machine Learning focuses on machine vision and conversational AI. Get in touch with us! +1 (212) 878-6686 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"landing-page-product.php","meta":{"footnotes":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Get Datasets for Machine Learning | AI Datasets<\/title>\n<meta name=\"description\" content=\"Large customized AI training data according to your needs \u2713 High quality machine learning datasets in any quantity \u2713 \u25b6 get more information!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.clickworker.com\/ai-datasets-for-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" 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