{"id":4653,"date":"2020-04-13T17:04:59","date_gmt":"2020-04-13T17:04:59","guid":{"rendered":"https:\/\/www.testpreptraining.com\/tutorial\/?page_id=4653"},"modified":"2020-04-17T19:05:58","modified_gmt":"2020-04-17T19:05:58","slug":"explore-and-visualize-google-professional-data-engineer-gcp","status":"publish","type":"page","link":"https:\/\/www.testpreptraining.ai\/tutorial\/explore-and-visualize-google-professional-data-engineer-gcp\/","title":{"rendered":"Explore and visualize Google Professional Data Engineer GCP"},"content":{"rendered":"<ul>\n<li>Involves data exploration and visualization<\/li>\n<li>to better understand the results of the processing and analysis.<\/li>\n<li>Insights gained to drive improvements<\/li>\n<li><em>Apply <\/em>statistical methods and ML<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Datalab<\/p>\n<ul>\n<li>An interactive web-based tool<\/li>\n<li>Used to explore, analyze and visualize data.<\/li>\n<li>Built on Jupyter notebooks earlier called IPython.<\/li>\n<li>Launch an interactive web-based notebook to write and execute Python programs to process and visualize data.<\/li>\n<li>The notebooks maintain their state and can be shared.<\/li>\n<li>Support popular data-science toolkits, like pandas, numpy, and scikit-learn<\/li>\n<li>Supports visualization packages, like matplotlib.<\/li>\n<li>Supports Tensorflow and Dataflow.<\/li>\n<li>Can load and cleanse data, build and verify models, and then visualize the results<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Data science ecosystem<\/p>\n<ul>\n<li>Deploy data science tools on GCP<\/li>\n<li>Can deploy RStudio Server or Microsoft Machine Learning Server on a Compute Engine instance.<\/li>\n<li>Deploy Jupyter or JupyterHub on Compute Engine instances.<\/li>\n<li>Apache Zeppelin also supported<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Visualizing business intelligence results<\/p>\n<ul>\n<li>Number of reporting and dashboarding tools in GCP<\/li>\n<li>Google Data Studio is a drag-and-drop report builder<\/li>\n<li>The charts and graphs in the reports can be shared and updated.<\/li>\n<li>Reports can contain interactive controls.<\/li>\n<li>Access data from data files, Google Sheets, Cloud SQL, and BigQuery.<\/li>\n<li>Visualize data in a spreadsheet, in Google Sheets<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Involves data exploration and visualization to better understand the results of the processing and analysis. Insights gained to drive improvements Apply statistical methods and ML &nbsp; Datalab An interactive web-based tool Used to explore, analyze and visualize data. Built on Jupyter notebooks earlier called IPython. Launch an interactive web-based notebook to write and execute Python&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"categories":[617],"tags":[619,644,648,623,622,618,621],"class_list":["post-4653","page","type-page","status-publish","hentry","category-google-gcp","tag-data-engineer","tag-data-lifecycle","tag-explore-and-visualize-phase","tag-gcp","tag-google-certification","tag-google-cloud","tag-professional-data-engineer"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Explore and visualize Google Professional Data Engineer GCP - Testprep Training Tutorials<\/title>\n<meta name=\"description\" content=\"Google Cloud Certified Professional Data Engineer Tutorial, dumps, brief notes on Explore and visualize\" \/>\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.testpreptraining.ai\/tutorial\/explore-and-visualize-google-professional-data-engineer-gcp\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Explore and visualize Google Professional Data Engineer GCP - 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