{"id":101,"date":"2013-03-11T15:29:52","date_gmt":"2013-03-11T13:29:52","guid":{"rendered":"http:\/\/datascientists.info\/?p=101"},"modified":"2018-01-21T11:34:53","modified_gmt":"2018-01-21T11:34:53","slug":"visualization_enhancing_pale_suite_with_nvd3js","status":"publish","type":"post","link":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/","title":{"rendered":"Visualization: Enhancing the Palo Suite with NVD3.js"},"content":{"rendered":"<p>After my previous post <a href=\"http:\/\/datascientists.info\/how-to-visualize-data\/\" title=\"How to visualize data?\" target=\"_blank\">How to visualize data?<\/a> I was unsatisfied with the visualization provided by the <a href=\"http:\/\/sourceforge.net\/projects\/palo\/\" title=\"Palo Suite\" target=\"_blank\">Palo Suite<\/a> provided by <a href=\"http:\/\/jedox.com\" title=\"Jedox\" target=\"_blank\">Jedox<\/a>. This could have several reasons, not the least, that I may not have been able to get the max out of it. But the quality of the resulting diagramms and it&#8217;s interactivity were lacking for the purposes I have to deal with, especially after working with <a href=\"http:\/\/circos.ca\/\" title=\"Circos\" target=\"_blank\">Circos<\/a> the last few weeks.<br \/>\nSo I went hunting for something easy to integrate into my Palo Suite.<br \/>\nPalo provides an interface for integration &#8220;widgets&#8221; into their webreporting environment. This interface provides one Javascript function that is easy to use. This made the choice of what kind of library to use easier, but there are still a lot available. Here is a list of some I came across:<\/p>\n<ul>\n<li><a href=\"http:\/\/flare.prefuse.org\/\" title=\"Flare\" target=\"_blank\">Flare<\/a><\/li>\n<li><a href=\"http:\/\/d3js.org\/\" title=\"Data Driven Documents\" target=\"_blank\">Data Driven Documents<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/michael\/dance\" title=\"Dance\" target=\"_blank\">Dance<\/a><\/li>\n<li><a href=\"http:\/\/nvd3.org\/\" title=\"NVD3.js\" target=\"_blank\">NVD3.js<\/a><\/li>\n<\/ul>\n<p>There are a lot more out there and sometime I had to decide on one. So I settled on <strong>NVD3.js<\/strong> since I liked the look of the graphics and because it is based on <strong>Data Driven Documents<\/strong>.<br \/>\nIt supports several types of graphs already and integrating them all into the interface provided by Jedox, got me quick results. Here is a quick view on the difference between Palo built-in graphics and NVD3.js. Both graphs are based on the same data.<\/p>\n<p><strong>Palo Suite Webreporting graph<\/strong><br \/>\n<a href=\"http:\/\/datascientists.info\/wp-content\/uploads\/2013\/03\/jedox_bib1.png\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/datascientists.info\/wp-content\/uploads\/2013\/03\/jedox_bib1.png\" alt=\"jedox_bib\" width=\"300\" height=\"146\" class=\"alignnone size-medium wp-image-104\" \/><\/a><\/p>\n<p><strong>NVD3.js graph<\/strong><br \/>\n<a href=\"http:\/\/datascientists.info\/wp-content\/uploads\/2013\/03\/nvd3.png\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/datascientists.info\/wp-content\/uploads\/2013\/03\/nvd3.png\" alt=\"nvd3\" width=\"300\" height=\"90\" class=\"alignnone size-medium wp-image-105\" \/><\/a><\/p>\n<p>For anyone interessted I uploaded the <a href=\"http:\/\/datascientists.info\/files\/charts.php.gz\" title=\"charts.php.gz\" target=\"_blank\">file<\/a> here. This is just a quick hack and not very representable, but it shows how it works.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>After my previous post How to visualize data? I was unsatisfied with the visualization provided by the Palo Suite provided by Jedox. This could have several reasons, not the least, that I may not have been able to get the max out of it. But the quality of the resulting diagramms and it&#8217;s interactivity were [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,9,10],"tags":[29,31,48,60,61],"ppma_author":[144],"class_list":["post-101","post","type-post","status-publish","format-standard","hentry","category-data-science","category-tools","category-visualization","tag-data-science","tag-data-visualization","tag-jedox","tag-nvd3-js","tag-palo","author-marc"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Visualization: Enhancing the Palo Suite with NVD3.js<\/title>\n<meta name=\"description\" content=\"Enhancing the Palo Suite with NVD3.js as graphics engine to get interactive charts in higher quality.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Visualization: Enhancing the Palo Suite with NVD3.js\" \/>\n<meta property=\"og:description\" content=\"Enhancing the Palo Suite with NVD3.js as graphics engine to get interactive charts in higher quality.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/\" \/>\n<meta property=\"og:site_name\" content=\"DATA DO - \u30c7\u30fc\u30bf \u9053\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DataScientists\/\" \/>\n<meta property=\"article:published_time\" content=\"2013-03-11T13:29:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2018-01-21T11:34:53+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/datascientists.info\/wp-content\/uploads\/2013\/03\/jedox_bib1.png\" \/>\n<meta name=\"author\" content=\"Marc Matt\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marc Matt\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/\"},\"author\":{\"name\":\"Marc Matt\",\"@id\":\"https:\\\/\\\/datascientists.info\\\/#\\\/schema\\\/person\\\/723078870bf3135121086d46ebb12f19\"},\"headline\":\"Visualization: Enhancing the Palo Suite with NVD3.js\",\"datePublished\":\"2013-03-11T13:29:52+00:00\",\"dateModified\":\"2018-01-21T11:34:53+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/\"},\"wordCount\":265,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/datascientists.info\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/datascientists.info\\\/wp-content\\\/uploads\\\/2013\\\/03\\\/jedox_bib1.png\",\"keywords\":[\"Data Science\",\"Data Visualization\",\"Jedox\",\"NVD3.js\",\"Palo\"],\"articleSection\":[\"Data Science\",\"Tools\",\"Visualization\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/\",\"url\":\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/\",\"name\":\"Visualization: Enhancing the Palo Suite with NVD3.js\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/datascientists.info\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/datascientists.info\\\/wp-content\\\/uploads\\\/2013\\\/03\\\/jedox_bib1.png\",\"datePublished\":\"2013-03-11T13:29:52+00:00\",\"dateModified\":\"2018-01-21T11:34:53+00:00\",\"description\":\"Enhancing the Palo Suite with NVD3.js as graphics engine to get interactive charts in higher quality.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/#primaryimage\",\"url\":\"http:\\\/\\\/datascientists.info\\\/wp-content\\\/uploads\\\/2013\\\/03\\\/jedox_bib1.png\",\"contentUrl\":\"http:\\\/\\\/datascientists.info\\\/wp-content\\\/uploads\\\/2013\\\/03\\\/jedox_bib1.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/datascientists.info\\\/index.php\\\/2013\\\/03\\\/11\\\/visualization_enhancing_pale_suite_with_nvd3js\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/datascientists.info\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Visualization: Enhancing the Palo Suite with NVD3.js\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/datascientists.info\\\/#website\",\"url\":\"https:\\\/\\\/datascientists.info\\\/\",\"name\":\"Data Scientists\",\"description\":\"Digging data, Big Data, Analysis, Data Mining\",\"publisher\":{\"@id\":\"https:\\\/\\\/datascientists.info\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/datascientists.info\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/datascientists.info\\\/#organization\",\"name\":\"DATA DO - \u30c7\u30fc\u30bf \u9053\",\"url\":\"https:\\\/\\\/datascientists.info\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/datascientists.info\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/datascientists.info\\\/wp-content\\\/uploads\\\/2026\\\/02\\\/Bildschirmfoto-vom-2026-02-02-08-13-21.png\",\"contentUrl\":\"https:\\\/\\\/datascientists.info\\\/wp-content\\\/uploads\\\/2026\\\/02\\\/Bildschirmfoto-vom-2026-02-02-08-13-21.png\",\"width\":250,\"height\":174,\"caption\":\"DATA DO - \u30c7\u30fc\u30bf \u9053\"},\"image\":{\"@id\":\"https:\\\/\\\/datascientists.info\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/DataScientists\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/datascientists.info\\\/#\\\/schema\\\/person\\\/723078870bf3135121086d46ebb12f19\",\"name\":\"Marc Matt\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/74f48ef754cf04f628f42ed117a3f2b42931feeb41a3cca2313b9714a7d4fdd2?s=96&d=mm&r=g53b84b5f47a2156ba8b047d71d6d05fc\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/74f48ef754cf04f628f42ed117a3f2b42931feeb41a3cca2313b9714a7d4fdd2?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/74f48ef754cf04f628f42ed117a3f2b42931feeb41a3cca2313b9714a7d4fdd2?s=96&d=mm&r=g\",\"caption\":\"Marc Matt\"},\"description\":\"Senior Data Architect with 15+ years of experience helping Hamburg's leading enterprises modernize their data infrastructure. I bridge the gap between legacy systems (SAP, Hadoop) and modern AI capabilities. I help clients: Migrate &amp; Modernize: Transitioning on-premise data warehouses to Google Cloud\\\/AWS to reduce costs and increase agility. Implement GenAI: Building secure RAG (Retrieval-Augmented Generation) pipelines to unlock value from internal knowledge bases using LangChain and Vector DBs. Scale MLOps: Operationalizing machine learning models from PoC to production with Kubernetes and Airflow. Proven track record leading engineering teams.\",\"sameAs\":[\"https:\\\/\\\/data-do.de\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Visualization: Enhancing the Palo Suite with NVD3.js","description":"Enhancing the Palo Suite with NVD3.js as graphics engine to get interactive charts in higher quality.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/","og_locale":"en_US","og_type":"article","og_title":"Visualization: Enhancing the Palo Suite with NVD3.js","og_description":"Enhancing the Palo Suite with NVD3.js as graphics engine to get interactive charts in higher quality.","og_url":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/","og_site_name":"DATA DO - \u30c7\u30fc\u30bf \u9053","article_publisher":"https:\/\/www.facebook.com\/DataScientists\/","article_published_time":"2013-03-11T13:29:52+00:00","article_modified_time":"2018-01-21T11:34:53+00:00","og_image":[{"url":"http:\/\/datascientists.info\/wp-content\/uploads\/2013\/03\/jedox_bib1.png","type":"","width":"","height":""}],"author":"Marc Matt","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Marc Matt","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/#article","isPartOf":{"@id":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/"},"author":{"name":"Marc Matt","@id":"https:\/\/datascientists.info\/#\/schema\/person\/723078870bf3135121086d46ebb12f19"},"headline":"Visualization: Enhancing the Palo Suite with NVD3.js","datePublished":"2013-03-11T13:29:52+00:00","dateModified":"2018-01-21T11:34:53+00:00","mainEntityOfPage":{"@id":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/"},"wordCount":265,"commentCount":0,"publisher":{"@id":"https:\/\/datascientists.info\/#organization"},"image":{"@id":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/#primaryimage"},"thumbnailUrl":"http:\/\/datascientists.info\/wp-content\/uploads\/2013\/03\/jedox_bib1.png","keywords":["Data Science","Data Visualization","Jedox","NVD3.js","Palo"],"articleSection":["Data Science","Tools","Visualization"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/","url":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/","name":"Visualization: Enhancing the Palo Suite with NVD3.js","isPartOf":{"@id":"https:\/\/datascientists.info\/#website"},"primaryImageOfPage":{"@id":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/#primaryimage"},"image":{"@id":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/#primaryimage"},"thumbnailUrl":"http:\/\/datascientists.info\/wp-content\/uploads\/2013\/03\/jedox_bib1.png","datePublished":"2013-03-11T13:29:52+00:00","dateModified":"2018-01-21T11:34:53+00:00","description":"Enhancing the Palo Suite with NVD3.js as graphics engine to get interactive charts in higher quality.","breadcrumb":{"@id":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/#primaryimage","url":"http:\/\/datascientists.info\/wp-content\/uploads\/2013\/03\/jedox_bib1.png","contentUrl":"http:\/\/datascientists.info\/wp-content\/uploads\/2013\/03\/jedox_bib1.png"},{"@type":"BreadcrumbList","@id":"https:\/\/datascientists.info\/index.php\/2013\/03\/11\/visualization_enhancing_pale_suite_with_nvd3js\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/datascientists.info\/"},{"@type":"ListItem","position":2,"name":"Visualization: Enhancing the Palo Suite with NVD3.js"}]},{"@type":"WebSite","@id":"https:\/\/datascientists.info\/#website","url":"https:\/\/datascientists.info\/","name":"Data Scientists","description":"Digging data, Big Data, Analysis, Data Mining","publisher":{"@id":"https:\/\/datascientists.info\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/datascientists.info\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/datascientists.info\/#organization","name":"DATA DO - \u30c7\u30fc\u30bf \u9053","url":"https:\/\/datascientists.info\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/datascientists.info\/#\/schema\/logo\/image\/","url":"https:\/\/datascientists.info\/wp-content\/uploads\/2026\/02\/Bildschirmfoto-vom-2026-02-02-08-13-21.png","contentUrl":"https:\/\/datascientists.info\/wp-content\/uploads\/2026\/02\/Bildschirmfoto-vom-2026-02-02-08-13-21.png","width":250,"height":174,"caption":"DATA DO - \u30c7\u30fc\u30bf \u9053"},"image":{"@id":"https:\/\/datascientists.info\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DataScientists\/"]},{"@type":"Person","@id":"https:\/\/datascientists.info\/#\/schema\/person\/723078870bf3135121086d46ebb12f19","name":"Marc Matt","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/74f48ef754cf04f628f42ed117a3f2b42931feeb41a3cca2313b9714a7d4fdd2?s=96&d=mm&r=g53b84b5f47a2156ba8b047d71d6d05fc","url":"https:\/\/secure.gravatar.com\/avatar\/74f48ef754cf04f628f42ed117a3f2b42931feeb41a3cca2313b9714a7d4fdd2?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/74f48ef754cf04f628f42ed117a3f2b42931feeb41a3cca2313b9714a7d4fdd2?s=96&d=mm&r=g","caption":"Marc Matt"},"description":"Senior Data Architect with 15+ years of experience helping Hamburg's leading enterprises modernize their data infrastructure. I bridge the gap between legacy systems (SAP, Hadoop) and modern AI capabilities. I help clients: Migrate &amp; Modernize: Transitioning on-premise data warehouses to Google Cloud\/AWS to reduce costs and increase agility. Implement GenAI: Building secure RAG (Retrieval-Augmented Generation) pipelines to unlock value from internal knowledge bases using LangChain and Vector DBs. Scale MLOps: Operationalizing machine learning models from PoC to production with Kubernetes and Airflow. Proven track record leading engineering teams.","sameAs":["https:\/\/data-do.de"]}]}},"authors":[{"term_id":144,"user_id":1,"is_guest":0,"slug":"marc","display_name":"Marc Matt","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/74f48ef754cf04f628f42ed117a3f2b42931feeb41a3cca2313b9714a7d4fdd2?s=96&d=mm&r=g","0":null,"1":"","2":"","3":"","4":"","5":"","6":"","7":"","8":""}],"_links":{"self":[{"href":"https:\/\/datascientists.info\/index.php\/wp-json\/wp\/v2\/posts\/101","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/datascientists.info\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/datascientists.info\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/datascientists.info\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/datascientists.info\/index.php\/wp-json\/wp\/v2\/comments?post=101"}],"version-history":[{"count":1,"href":"https:\/\/datascientists.info\/index.php\/wp-json\/wp\/v2\/posts\/101\/revisions"}],"predecessor-version":[{"id":526,"href":"https:\/\/datascientists.info\/index.php\/wp-json\/wp\/v2\/posts\/101\/revisions\/526"}],"wp:attachment":[{"href":"https:\/\/datascientists.info\/index.php\/wp-json\/wp\/v2\/media?parent=101"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/datascientists.info\/index.php\/wp-json\/wp\/v2\/categories?post=101"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/datascientists.info\/index.php\/wp-json\/wp\/v2\/tags?post=101"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/datascientists.info\/index.php\/wp-json\/wp\/v2\/ppma_author?post=101"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}