{"id":2069,"date":"2017-08-30T13:12:02","date_gmt":"2017-08-30T13:12:02","guid":{"rendered":"http:\/\/ermlab.com\/?page_id=2069"},"modified":"2020-02-11T14:05:35","modified_gmt":"2020-02-11T14:05:35","slug":"data-science","status":"publish","type":"page","link":"https:\/\/ermlab.com\/en\/data-science\/","title":{"rendered":"Data science"},"content":{"rendered":"[vc_row padding=”0″][vc_column][mk_image src=”https:\/\/ermlab.com\/wp-content\/uploads\/2016\/02\/Fotolia_105852796_M.jpg” image_width=”1100″ crop=”true”][vc_empty_space][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_column_text]\n

We will analyse your data of every size!<\/h1>\n

We build systems to support processing and storage of large data (text, image, medical, vehicle log books, etc.). We work on data analysis: sales, marketing, sensor data, etc. We install and configure systems to support the storage of large amount of data as well as tools and scripts that will process it, aggregate and retrieve interesting information.<\/p>\n

We also provide consultancy services for solution architecture, tools used or the use of programming libraries<\/p>\n

We have experience in processing image and text data, we are familiar with artificial intelligence and machine learning. Krzysztof and Przemys\u0142aw are Computer Science Ph.D. graduates.<\/p>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_empty_space][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_row_inner][vc_column_inner width=”1\/2″][mk_custom_box overlay_color=”#eeeeee”][vc_column_text align=”center” css=”.vc_custom_1539245380095{margin-bottom: 0px !important;}”]\n

Large data storage<\/h5>\n[\/vc_column_text][vc_column_text disable_pattern=”false” el_class=”boxcontent” css=”.vc_custom_1539245554714{margin-bottom: 0px !important;}”][mk_font_icons icon=”mk-moon-checkmark-3″ color=”#3f51a1″ size=”small” padding_horizental=”0″ padding_vertical=”0″ circle=”false” align=”none”]Creating database clusters – MySQL<\/p>\n[mk_font_icons icon=”mk-moon-checkmark-3″ color=”#3f51a1″ size=”small” padding_horizental=”0″ padding_vertical=”0″ circle=”false” align=”none”] Non-relational database implementation – MongoDB<\/p>\n[mk_font_icons icon=”mk-moon-checkmark-3″ color=”#3f51a1″ size=”small” padding_horizental=”0″ padding_vertical=”0″ circle=”false” align=”none”] Building network file systems – GlusterFS[\/vc_column_text][\/mk_custom_box][\/vc_column_inner][vc_column_inner width=”1\/2″][mk_custom_box overlay_color=”#eeeeee”][vc_column_text align=”center” css=”.vc_custom_1539245418158{margin-bottom: 0px !important;}”]\n
Data processing in the cloud<\/h5>\n[\/vc_column_text][vc_column_text disable_pattern=”false” el_class=”boxcontent” css=”.vc_custom_1539245564259{margin-bottom: 0px !important;}”][mk_font_icons icon=”mk-moon-checkmark-3″ color=”#3f51a1″ size=”small” padding_horizental=”0″ padding_vertical=”0″ circle=”false” align=”none”] Detecting objects on images<\/p>\n[mk_font_icons icon=”mk-moon-checkmark-3″ color=”#3f51a1″ size=”small” padding_horizental=”0″ padding_vertical=”0″ circle=”false” align=”none”] Automatic photo tagging<\/p>\n[mk_font_icons icon=”mk-moon-checkmark-3″ color=”#3f51a1″ size=”small” padding_horizental=”0″ padding_vertical=”0″ circle=”false” align=”none”] Anticipating customer behaviour[\/vc_column_text][\/mk_custom_box][\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=”1\/2″][mk_custom_box overlay_color=”#eeeeee”][vc_column_text align=”center” css=”.vc_custom_1539245424154{margin-bottom: 0px !important;}”]\n
Construction of predictive models<\/h5>\n[\/vc_column_text][vc_column_text disable_pattern=”false” el_class=”boxcontent” css=”.vc_custom_1539245573832{margin-bottom: 0px !important;}”][mk_font_icons icon=”mk-moon-checkmark-3″ color=”#3f51a1″ size=”small” padding_horizental=”0″ padding_vertical=”0″ circle=”false” align=”none”] Anticipating customer behaviour<\/p>\n[mk_font_icons icon=”mk-moon-checkmark-3″ color=”#3f51a1″ size=”small” padding_horizental=”0″ padding_vertical=”0″ circle=”false” align=”none”]Classification of textual data<\/p>\n[mk_font_icons icon=”mk-moon-checkmark-3″ color=”#3f51a1″ size=”small” padding_horizental=”0″ padding_vertical=”0″ circle=”false” align=”none”] Searching data anomalies[\/vc_column_text][\/mk_custom_box][\/vc_column_inner][vc_column_inner width=”1\/2″][mk_custom_box overlay_color=”#eeeeee”][vc_column_text align=”center” css=”.vc_custom_1539245431991{margin-bottom: 0px !important;}”]\n
Data visualisation on maps<\/h5>\n[\/vc_column_text][vc_column_text disable_pattern=”false” el_class=”boxcontent” css=”.vc_custom_1539245584411{margin-bottom: 0px !important;}”][mk_font_icons icon=”mk-moon-checkmark-3″ color=”#3f51a1″ size=”small” padding_horizental=”0″ padding_vertical=”0″ circle=”false” align=”none”] Aggregation and visualisation of data on charts<\/p>\n[mk_font_icons icon=”mk-moon-checkmark-3″ color=”#3f51a1″ size=”small” padding_horizental=”0″ padding_vertical=”0″ circle=”false” align=”none”] Help in preparing visualisation for reports<\/p>\n[mk_font_icons icon=”mk-moon-checkmark-3″ color=”#3f51a1″ size=”small” padding_horizental=”0″ padding_vertical=”0″ circle=”false” align=”none”] Creating interactive charts with data[\/vc_column_text][\/mk_custom_box][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_empty_space][vc_column_text]\n

Services – data analysis<\/h2>\n[\/vc_column_text][vc_empty_space][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column width=”1\/4″][mk_icon_box icon=”mk-icon-database” title=”Processing of large amount of data” style=”simple_ultimate” rounded_circle=”true” icon_location=”top” icon_color=”#7fb441″ box_blur=”false”]Fast processing of large data on computing clusters – Apache Spark and Hadoop.[\/mk_icon_box][\/vc_column][vc_column width=”1\/4″][mk_icon_box icon=”mk-moon-console” title=”Mongodb clusters” style=”simple_ultimate” rounded_circle=”true” icon_location=”top” icon_color=”#7fb441″ box_blur=”false”]Storing large amounts of data in non-relational databases. Speed and scalability together with your growth.[\/mk_icon_box][\/vc_column][vc_column width=”1\/4″][mk_icon_box icon=”mk-icon-picture-o” title=”Image processing” style=”simple_ultimate” rounded_circle=”true” icon_location=”top” icon_color=”#7fb441″ box_blur=”false”]Product detection on images using efficient OpenCV library[\/mk_icon_box][\/vc_column][vc_column width=”1\/4″][mk_icon_box icon=”mk-moon-wand” title=”Prediction of behaviour” style=”simple_ultimate” rounded_circle=”true” icon_location=”top” icon_color=”#7fb441″ box_blur=”false”]Anticipating user behaviour on the basis of historical data using models from machine learning.[\/mk_icon_box][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column width=”1\/4″][mk_icon_box icon=”mk-moon-cabinet” title=”Public data processing” style=”simple_ultimate” rounded_circle=”true” icon_location=”top” icon_color=”#7fb441″ box_blur=”false”]Processing of data provided by public institutions in Poland and Europe. Educational, demographic and environmental data.[\/mk_icon_box][\/vc_column][vc_column width=”1\/4″][mk_icon_box icon=”mk-li-net” title=”Building deep learning models” style=”simple_ultimate” rounded_circle=”true” icon_location=”top” icon_color=”#7fb441″ box_blur=”false”]Building computational models using the latest developments in Deep Neural Networks. Deep Learning.[\/mk_icon_box][\/vc_column][vc_column width=”1\/4″][mk_icon_box icon=”mk-icon-file-video-o” title=”Analysis of video material” style=”simple_ultimate” rounded_circle=”true” icon_location=”top” icon_color=”#7fb441″ box_blur=”false”]Processing video material, recognising faces, people, tracking objects. Recognising threats from surveillance cameras.[\/mk_icon_box][\/vc_column][vc_column width=”1\/4″][mk_icon_box icon=”mk-moon-yin-yang” title=”Integration with external systems” style=”simple_ultimate” rounded_circle=”true” icon_location=”top” icon_color=”#7fb441″ box_blur=”false”]Integration of solutions with external web or mobile applications.[\/mk_icon_box][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_empty_space][vc_column_text]\n

TECHNOLOGIES WE USE<\/h2>\n[\/vc_column_text][vc_empty_space][vc_row_inner padding=”0″][vc_column_inner width=”1\/4″][vc_single_image image=”1836″][vc_single_image image=”1839″][\/vc_column_inner][vc_column_inner width=”1\/4″][vc_single_image image=”1835″][vc_single_image image=”1845″][\/vc_column_inner][vc_column_inner width=”1\/4″][vc_single_image image=”1841″][vc_single_image image=”1846″][\/vc_column_inner][vc_column_inner width=”1\/4″][vc_single_image image=”1844″][vc_single_image image=”1847″][\/vc_column_inner][\/vc_row_inner][vc_empty_space][vc_separator][vc_empty_space][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column width=”1\/2″][vc_cta h2=”Call or write to us” shape=”square” style=”flat” color=”white”]We will be happy to answer your questions<\/span><\/p>\n

OFFICE: +48 536 995 568
\nBUSINESS DEVELOPER: +48 536 030 696
\noffice@ermlab.com<\/a>[\/vc_cta][\/vc_column][vc_column width=”1\/2″][vc_cta h2=”Get a free quote!” shape=”square” style=”flat” add_button=”bottom” btn_title=”Go to the free quote form” btn_shape=”square” btn_color=”warning” btn_link=”url:http%3A%2F%2Fermlab.com%2Fen%2Ffree-quote%2F|title:Darmowa%20wycena%20aplikacji%20internetowej|target:%20_blank|”]Describe your project in a few sentences. We will contact you for details and to provide a free quote.[\/vc_cta][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_empty_space][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_separator][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_empty_space][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_column_text]\n

Selected projects<\/h2>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_empty_space][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][mk_portfolio style=”grid” hover_scenarios=”cube” grid_spacing=”15″ image_size=”medium” column=”4″ sortable=”false” pagination=”false” image_quality=”1″ disable_excerpt=”true” disable_permalink=”true” disable_zoom_link=”true” posts=”1128,80,1073,73″ item_id=”1460122587-5707b3db9998c”][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_empty_space][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"

[vc_row padding=”0″][vc_column][mk_image src=”https:\/\/ermlab.com\/wp-content\/uploads\/2016\/02\/Fotolia_105852796_M.jpg” image_width=”1100″ crop=”true”][vc_empty_space][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_column_text] We will analyse your data of every size! We build systems to support processing and storage of large data (text, image, medical, vehicle log books, etc.). We work on data analysis: sales, marketing, sensor data, etc. We install and configure systems to support the storage of large amount of […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"yoast_head":"\nData science - Ermlab Software<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ermlab.com\/en\/data-science\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data science - Ermlab Software\" \/>\n<meta property=\"og:description\" content=\"[vc_row padding=”0″][vc_column][mk_image src=”https:\/\/ermlab.com\/wp-content\/uploads\/2016\/02\/Fotolia_105852796_M.jpg” image_width=”1100″ crop=”true”][vc_empty_space][\/vc_column][\/vc_row][vc_row padding=”0″][vc_column][vc_column_text] We will analyse your data of every size! We build systems to support processing and storage of large data (text, image, medical, vehicle log books, etc.). We work on data analysis: sales, marketing, sensor data, etc. We install and configure systems to support the storage of large amount of […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ermlab.com\/en\/data-science\/\" \/>\n<meta property=\"og:site_name\" content=\"Ermlab Software\" \/>\n<meta property=\"article:modified_time\" content=\"2020-02-11T14:05:35+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\">\n\t<meta name=\"twitter:data1\" content=\"7 minutes\">\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/ermlab.com\/#website\",\"url\":\"https:\/\/ermlab.com\/\",\"name\":\"Ermlab Software\",\"description\":\"Data science, aplikacje web i mobilne. Projektujemy aplikacje na zam\\u00f3wienie.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":\"https:\/\/ermlab.com\/?s={search_term_string}\",\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/ermlab.com\/en\/data-science\/#webpage\",\"url\":\"https:\/\/ermlab.com\/en\/data-science\/\",\"name\":\"Data science - Ermlab Software\",\"isPartOf\":{\"@id\":\"https:\/\/ermlab.com\/#website\"},\"datePublished\":\"2017-08-30T13:12:02+00:00\",\"dateModified\":\"2020-02-11T14:05:35+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/ermlab.com\/en\/data-science\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/ermlab.com\/en\/data-science\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/ermlab.com\/en\/data-science\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"item\":{\"@type\":\"WebPage\",\"@id\":\"https:\/\/ermlab.com\/en\/\",\"url\":\"https:\/\/ermlab.com\/en\/\",\"name\":\"Strona g\\u0142\\u00f3wna\"}},{\"@type\":\"ListItem\",\"position\":2,\"item\":{\"@type\":\"WebPage\",\"@id\":\"https:\/\/ermlab.com\/en\/data-science\/\",\"url\":\"https:\/\/ermlab.com\/en\/data-science\/\",\"name\":\"Data science\"}}]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","_links":{"self":[{"href":"https:\/\/ermlab.com\/en\/wp-json\/wp\/v2\/pages\/2069"}],"collection":[{"href":"https:\/\/ermlab.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ermlab.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ermlab.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ermlab.com\/en\/wp-json\/wp\/v2\/comments?post=2069"}],"version-history":[{"count":17,"href":"https:\/\/ermlab.com\/en\/wp-json\/wp\/v2\/pages\/2069\/revisions"}],"predecessor-version":[{"id":4617,"href":"https:\/\/ermlab.com\/en\/wp-json\/wp\/v2\/pages\/2069\/revisions\/4617"}],"wp:attachment":[{"href":"https:\/\/ermlab.com\/en\/wp-json\/wp\/v2\/media?parent=2069"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}