{"id":169,"date":"2022-10-15T14:40:26","date_gmt":"2022-10-15T04:40:26","guid":{"rendered":"http:\/\/data2cognition.com.au\/?page_id=169"},"modified":"2022-11-19T19:34:18","modified_gmt":"2022-11-19T09:34:18","slug":"data-engineering-consulting","status":"publish","type":"page","link":"https:\/\/data2cognition.com.au\/?page_id=169","title":{"rendered":"Data Engineering Consulting"},"content":{"rendered":"\n<div id=\"wp-block-themeisle-blocks-advanced-columns-f432277c\" class=\"wp-block-themeisle-blocks-advanced-columns has-1-columns has-desktop-undefined-layout has-tablet-equal-layout has-mobile-equal-layout has-vertical-unset\"><div class=\"wp-block-themeisle-blocks-advanced-columns-overlay\"><\/div><div class=\"innerblocks-wrap\">\n<div id=\"wp-block-themeisle-blocks-advanced-column-95a7b413\" class=\"wp-block-themeisle-blocks-advanced-column\"><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cover alignfull is-light ticss-6e4b63cc\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"1402\" class=\"wp-block-cover__image-background wp-image-296\" alt=\"\" src=\"http:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/pexels-pixabay-60582.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/pexels-pixabay-60582.jpg 2000w, https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/pexels-pixabay-60582-300x210.jpg 300w, https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/pexels-pixabay-60582-1024x718.jpg 1024w, https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/pexels-pixabay-60582-768x538.jpg 768w, https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/pexels-pixabay-60582-1536x1077.jpg 1536w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-white-color has-text-color has-large-font-size wp-block-paragraph\"><strong>Fill in your Data Lake with Data<\/strong><\/p>\n\n\n\n<p class=\"has-white-color has-text-color wp-block-paragraph\"><strong>Stream your data into your Data Lake<\/strong><\/p>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">We create <strong><em>Data Lakes<\/em><\/strong> for our customers to help them with organizing their data (which is their most valuable asset). However, getting the data into a data lake requires resources and infrastructure to automate the stream of data from different data sources into the data lake. This is a process that our Data Engineers can implement for your organization.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/data-lake-concepts-1024x723.png\" alt=\"\" class=\"wp-image-254\" width=\"535\" height=\"378\" srcset=\"https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/data-lake-concepts-1024x723.png 1024w, https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/data-lake-concepts-300x212.png 300w, https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/data-lake-concepts-768x542.png 768w, https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/data-lake-concepts.png 1213w\" sizes=\"auto, (max-width: 535px) 100vw, 535px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">By having the data from different systems in a <em>Data Lake<\/em>, it will be possible to do analysis on the data across different systems and create a single source of truth for the business that can be used for serving <strong><em>Advanced Analytics <\/em><\/strong><em>and<\/em> <strong><em>Business Intelligence <\/em><\/strong>use cases.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/Data_Engineeting_2.webp\" alt=\"\" class=\"wp-image-265\" width=\"435\" height=\"438\" srcset=\"https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/Data_Engineeting_2.webp 321w, https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/Data_Engineeting_2-298x300.webp 298w, https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/Data_Engineeting_2-150x150.webp 150w\" sizes=\"auto, (max-width: 435px) 100vw, 435px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Examples of <em>Advanced Analytics<\/em> use cases can be from developing a dashboard to display the daily, monthly, or yearly sales reports for a business; to having real-time dashboards for a factory to monitor their devices based on the <strong><em>Internet of Things (IoT)<\/em><\/strong> technologies.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Also, supporting <em>Business Intelligence <\/em>use cases which require <strong><em>Machine Learning<\/em><\/strong> techniques (such as recommending products to customers, or forecasting sales based on the historical data) needs enterprise <strong><em>Data Engineering<\/em><\/strong> pipelines to <strong><em>Extract, Transform, and Load (ETL)<\/em><\/strong> the data to support those use cases. Our consultants are specialized in creating <em>Data Lakes<\/em>, and developing end-to-end ETL pipelines for ingesting data from different data sources and transforming the data to serve <em>Advanced Analytics <\/em>and <em>Business Intelligence<\/em> use cases on different cloud platforms such as AWS, GCP, and Azure; or even on the on-premises&nbsp;infrastructures.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"316\" src=\"http:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/Data_Engineering-1024x316.jpg\" alt=\"\" class=\"wp-image-263\" srcset=\"https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/Data_Engineering-1024x316.jpg 1024w, https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/Data_Engineering-300x93.jpg 300w, https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/Data_Engineering-768x237.jpg 768w, https:\/\/data2cognition.com.au\/wp-content\/uploads\/2022\/11\/Data_Engineering.jpg 1167w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>We create Data Lakes for our customers to help them with organizing their data (which is their most valuable asset). However, getting the data into a data lake requires resources and infrastructure to automate the stream of data from different data sources into the data lake. This is a process [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"class_list":["post-169","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/data2cognition.com.au\/index.php?rest_route=\/wp\/v2\/pages\/169","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/data2cognition.com.au\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/data2cognition.com.au\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/data2cognition.com.au\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/data2cognition.com.au\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=169"}],"version-history":[{"count":9,"href":"https:\/\/data2cognition.com.au\/index.php?rest_route=\/wp\/v2\/pages\/169\/revisions"}],"predecessor-version":[{"id":299,"href":"https:\/\/data2cognition.com.au\/index.php?rest_route=\/wp\/v2\/pages\/169\/revisions\/299"}],"wp:attachment":[{"href":"https:\/\/data2cognition.com.au\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=169"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}