{"id":4605,"date":"2020-04-11T14:23:05","date_gmt":"2020-04-11T14:23:05","guid":{"rendered":"https:\/\/www.testpreptraining.com\/tutorial\/?page_id=4605"},"modified":"2022-03-19T10:20:10","modified_gmt":"2022-03-19T10:20:10","slug":"gcp-services-google-professional-data-engineer-gcp","status":"publish","type":"page","link":"https:\/\/www.testpreptraining.ai\/tutorial\/gcp-services-google-professional-data-engineer-gcp\/","title":{"rendered":"GCP Services Google Professional Data Engineer GCP"},"content":{"rendered":"\n<p>In this, we will learn about GCP Services.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1. Compute<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>App Engine \u2013 A PaaS for deploying Java, PHP, Node.js, Python, C#, .Net, Ruby and Go applications.<\/li><li>Kubernetes Engine (GKE) or GKE on-premises offered as part of Anthos platform \u2013 Uses Kubernetes to offer Containers as a Service in GCP<\/li><li>Compute Engine &#8211; IaaS to run Microsoft Windows and Linux VMs in GCP.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"725\" height=\"370\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/04\/Professional-Data-Engineer-Google-Cloud-image004.png\" alt=\"Professional Data Engineer Google Cloud gcp services\" class=\"wp-image-4610\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2. Storage &amp; Databases<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>Cloud Storage &#8211; Object storage with edge caching, to store unstructured data in GCP.<\/li><li>Cloud Bigtable \u2013 A managed NoSQL database service in GCP.<\/li><li>Datastore in Cloud &#8211; NoSQL database suitable for web and mobile applications requirements.<\/li><li>Cloud SQL &#8211; Database as a Service based on MySQL and PostgreSQL by Google.<\/li><li>Cloud Spanner &#8211; A relational database service which is horizontally scalable and consistent<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3. Networking<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>Cloud Load Balancing \u2013 Load balance traffic and is software-defined.<\/li><li>VPC \u2013 VPC or Virtual Private Cloud, a private network with network resources being managed by software.<\/li><li>Cloud Armor \u2013 Web application firewall protecting against DDoS and other attacks<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>4. Big Data<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>BigQuery \u2013 On demand data warehouse which is scalable and fully managed for analytics.<\/li><li>Cloud Composer &#8211; Workflow orchestration service using the Apache Airflow.<\/li><li>Dataproc \u2013 Executes Apache Hadoop and Apache Spark jobs.<\/li><li>Datalab in Cloud &#8211; Managed Jupyter Notebook service for data exploration, analysis, visualization and machine learning.<\/li><li>Dataflow \u2013 A stream and batch data processing service using Apache Beam<\/li><li>Cloud Pub\/Sub &#8211; Scalable event ingestion service based on message queues.<\/li><\/ul>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"400\" class=\"alignnone size-medium wp-image-4611\" src=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/04\/Professional-Data-Engineer-Google-Cloud-image005-700x400.png\" alt=\"Professional Data Engineer Google Cloud \" srcset=\"https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/04\/Professional-Data-Engineer-Google-Cloud-image005-700x400.png 700w, https:\/\/www.testpreptraining.ai\/tutorial\/wp-content\/uploads\/2020\/04\/Professional-Data-Engineer-Google-Cloud-image005.png 810w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>AutoML &#8211; Train and deploy custom machine, learning models service.<\/li><li>Cloud Machine Learning Engine &#8211; Service to train and build ML models using mainstream frameworks.<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>5. Management Tools<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>Cloud Console &#8211; Web interface to manage GCP resources.<\/li><li>Deployment Manager in Cloud- Deploys GCP resources defined as per templates in YAML, Python or Jinja2.<\/li><li>Cloud Shell &#8211; Browser-based shell command-line access to manage GCP resources.<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>6. Identity &amp; Security<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>IAM &#8211; Identity and Access Management service for policies using RBAC (role-based access control).<\/li><li>Cloud Identity &#8211; Single sign-on (SSO) service using SAML 2.0 and OpenID.<\/li><li>Cloud Key Management Service \u2013 Encryption key management service for use with IAM and audit logging.<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>7. IoT<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>Cloud IoT Core &#8211; Secure device connection and management service for IoT<\/li><li>Cloud IoT Edge \u2013 Providing AI to the edge computing layer.<\/li><\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>8. API Platform<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>Apigee API Platform \u2013 API Lifecycle management service involving design, security, deployment, monitoring, and scaling APIs.<\/li><li>API Analytics \u2013API based programs analysis service<\/li><\/ul>\n\n\n\n<p><strong><a href=\"https:\/\/www.testpreptraining.ai\/certified-professional-data-engineer-practice-exam\" target=\"_blank\" rel=\"noreferrer noopener\">Pass the GCP Data Engineer Exam Now!<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this, we will learn about GCP Services. 1. Compute App Engine \u2013 A PaaS for deploying Java, PHP, Node.js, Python, C#, .Net, Ruby and Go applications. Kubernetes Engine (GKE) or GKE on-premises offered as part of Anthos platform \u2013 Uses Kubernetes to offer Containers as a Service in GCP Compute Engine &#8211; IaaS to&#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":[619,623,625,626,622,618,621],"class_list":["post-4605","page","type-page","status-publish","hentry","category-google-gcp","tag-data-engineer","tag-gcp","tag-gcp-basics","tag-gcp-services","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>GCP Services Google Professional Data Engineer - TestPrep<\/title>\n<meta name=\"description\" content=\"Update your skills with GCP Services to prepare for the upcoming Google Data Engineer exam. 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