{"id":6014,"date":"2016-06-23T00:00:00","date_gmt":"2016-06-22T22:00:00","guid":{"rendered":"https:\/\/www.tecracer.com\/uncategorized\/data-warehousing-on-aws\/"},"modified":"2025-01-20T10:08:29","modified_gmt":"2025-01-20T09:08:29","slug":"data-warehousing-on-aws","status":"publish","type":"post","link":"https:\/\/www.tecracer.com\/en\/training-en\/data-warehousing-on-aws\/","title":{"rendered":"Data Warehousing on AWS"},"content":{"rendered":"<hr>\n<ul>\n<li>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/03\/AWS_advanced_tier_consulting_partner_badge.png\" alt=\"\"><\/p>\n<h3>Aws Advanced Training Partner<\/h3>\n<\/li>\n<li>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/03\/AWS_premier_tier_training_partner_badge.png\" alt=\"\"><\/p>\n<h3>Aws Premium Consuting Partner<\/h3>\n<\/li>\n<li>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2023\/02\/200-Cert-Light-English-1.png\" alt=\"\"><\/p>\n<h3>Cert 200<\/h3>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/01\/aws_training.jpg\" alt=\"\"><\/p>\n<div>\n<h1>Data Warehousing on AWS<\/h1>\n<p><span>Current course dates can be found at the bottom of this page\u2026 company training available on request!<\/span><\/p>\n<h2>COURSE DESCRIPTION<\/h2>\n<p>Data Warehousing on AWS introduces you to concepts, strategies, and best practices for designing a cloud-based data warehousing solution using Amazon Redshift. This course demonstrates how to ingest, store, and transform data in the data warehouse. Topics covered include: the purpose of Amazon Redshift, how Amazon Redshift addresses business and technical challenges, features and capabilities of Amazon Redshift, designing a Data Warehousing Solution on AWS by applying best practices based on the Well-Architected Framework, integration with AWS and non-AWS products and services, performance tuning, orchestration, and securing and monitoring Amazon Redshift.<\/p>\n<p><img decoding=\"async\" class=\"size-full wp-image-1424 alignright\" src=\"http:\/\/www.tecracer.com\/wp-content\/uploads\/2022\/03\/AWS-Business-Essentials-150x150-1.png\" alt=\"\" width=\"150\" height=\"150\" \/><\/p>\n<h2>COURSE OBJECTIVES<\/h2>\n<p><strong>In this course, you will learn to:<\/strong><\/p>\n<ul>\n<li>Describe Amazon Redshift architecture and its roles in a modern data architecture<\/li>\n<li>Design and implement a data warehouse in the cloud using Amazon Redshift<\/li>\n<li>Identify and load data into an Amazon Redshift data warehouse from a variety of sources<\/li>\n<li>Analyze data using SQL QEV2 notebooks<\/li>\n<li>Design and implement a disaster recovery strategy for an Amazon Redshift data warehouse<\/li>\n<li>Perform maintenance and performance tuning on an Amazon Redshift data warehouse<\/li>\n<li>Secure and manage access to an Amazon Redshift data warehouse<\/li>\n<li>Share data between multiple Redshift clusters in an organization<\/li>\n<li>Orchestrate workflows in the data warehouse using AWS Step Functions state machines<\/li>\n<li>Create an ML model and configure predictors using Amazon Redshift ML<\/li>\n<\/ul>\n<h2>INTENDED AUDIENCE<\/h2>\n<p><strong>This course is intended for:<\/strong><\/p>\n<ul>\n<li>Data engineers<\/li>\n<li>Data architects<\/li>\n<li>Database architects<\/li>\n<li>Database administrators<\/li>\n<li>Database developers<\/li>\n<\/ul>\n<h2>PREREQUISITES<\/h2>\n<p><strong>We recommend that attendees of this course have:<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/www.tecracer.com\/en\/training-en\/building-data-lakes-on-aws\/\" target=\"_blank\" rel=\"noopener\">Building Data Lakes on AWS\u00a0<\/a><\/li>\n<li><a href=\"https:\/\/www.tecracer.com\/en\/training-en\/building-data-analytics-solutions-using-amazon-redshift\/\" target=\"_blank\" rel=\"noopener\">Building Data Analytics Solutions Using Amazon Redshift<\/a><\/li>\n<li>Familiarity with relational databases and database design concepts<\/li>\n<\/ul>\n<h2>ACTIVITIES<\/h2>\n<p><strong>This course includes:<\/strong><\/p>\n<ul>\n<li>presentations<\/li>\n<li>hands-on labs<\/li>\n<li>demonstrations<\/li>\n<\/ul>\n<h2>COURSE DURATION \/ PRICE<\/h2>\n<ul>\n<li>3 days<\/li>\n<li>\u20ac 2,685.00 (excl. tax) per person (DE)<\/li>\n<\/ul>\n<h2>Course outline<\/h2>\n<\/div>\n<ul>\n<li>\n<h3>Day 1<\/h3>\n<div>\n<ul>\n<li><strong>Module 1: Data Warehouse Concepts<\/strong>\n<ul>\n<li>Modern data architecture<\/li>\n<li>Introduction to the course story<\/li>\n<li>Data warehousing with Amazon Redshift<\/li>\n<li>Amazon Redshift Serverless architecture<\/li>\n<li>Hands-On Lab: Launch and Configure an Amazon Redshift Serverless Data Warehouse<\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 2: Setting up Amazon Redshift<\/strong>\n<ul>\n<li>Data models for Amazon Redshift<\/li>\n<li>Data management in Amazon Redshift<\/li>\n<li>Managing permissions in Amazon Redshift<\/li>\n<li>Hands-On Lab: Setting up a Data Warehouse using Amazon Redshift Serverless<\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 3: Loading Data<\/strong>\n<ul>\n<li>Overview of data sources<\/li>\n<li>Loading data from Amazon Simple Storage Service (Amazon S3)<\/li>\n<li>Extract, transform, and load (ETL) and extract, load, and transform (ELT)<\/li>\n<li>Loading streaming data<\/li>\n<li>Loading data from relational databases<\/li>\n<li>Hands-On Lab: Populating the data warehouse<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n<\/li>\n<li>\n<h3>Day 2<\/h3>\n<div>\n<ul>\n<li><strong>Module 4: Deep Dive into SQL Query Editor v2 and Notebooks<\/strong>\n<ul>\n<li>Features of Amazon Redshift Query Editor v2<\/li>\n<li>Demonstration: Using Amazon Redshift Query Editor v2<\/li>\n<li>Advanced queries<\/li>\n<li>Hands-On Lab: Data Wrangling on AWS<br \/><strong><\/strong><\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 5: Backup and Recovery<\/strong>\n<ul>\n<li>Disaster recovery<\/li>\n<li>Backing up and restoring Amazon Redshift provisioned<\/li>\n<li>Backing up and restoring Amazon Redshift Serverless<br \/><strong><\/strong><\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 6: Amazon Redshift Performance Tuning<\/strong>\n<ul>\n<li>Factors that impact query performance<\/li>\n<li>Table maintenance and materialized views<\/li>\n<li>Query analysis<\/li>\n<li>Workload management<\/li>\n<li>Tuning guidance<\/li>\n<li>Amazon Redshift monitoring<\/li>\n<li>Hands-On Lab: Performance Tuning the Data Warehouse<br \/><strong><\/strong><\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 7: Securing Amazon Redshift<\/strong>\n<ul>\n<li>Introduction to Amazon Redshift security and compliance<\/li>\n<li>Authentication with Amazon Redshift<\/li>\n<li>Access control with Amazon Redshift<\/li>\n<li>Data encryption with Amazon Redshift<\/li>\n<li>Auditing and compliance with Amazon Redshift<\/li>\n<li>Hands-On Lab: Securing Amazon Redshiftmazon Redshift<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n<\/li>\n<li>\n<h3>Day 3<\/h3>\n<div>\n<ul>\n<li><strong>Module 8: Orchestration<\/strong>\n<ul>\n<li>Overview of data orchestration<\/li>\n<li>Orchestration with AWS Step Functions<\/li>\n<li>Orchestration with Amazon Managed Workflows for Apache Airflow (MWAA)<\/li>\n<li>Hands-On Lab: Orchestrating the Data Warehouse Pipeline<\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 9: Amazon Redshift ML<\/strong>\n<ul>\n<li>Machine Learning Overview<\/li>\n<li>Getting started with Amazon Redshift ML<\/li>\n<li>Amazon Redshift ML workflow scenarios<\/li>\n<li>Amazon Redshift ML Usage<\/li>\n<li>Hands-On Lab: Predicting customer churn with Amazon Redshift ML<\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 10: Amazon Redshift Data Sharing<\/strong>\n<ul>\n<li>Overview of data sharing in Amazon Redshift<\/li>\n<li>Amazon DataZone for Data as a service<br \/><strong><\/strong><\/li>\n<\/ul>\n<\/li>\n<li><strong>Module 11: Wrap-Up<\/strong>\n<ul>\n<li>Hands-On Lab: End of course challenge lab<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n<\/li>\n<\/ul>\n<div>\n<p><strong>IMPORTANT: Please bring your notebook (Windows, Linux or Mac) to our training. If this is not possible, please contact us in advance.<\/strong><\/p>\n<p>Course materials are in English, on request also in German (if available).<br \/>The course language is German, on request also in English.<\/p>\n<\/div>\n<hr>\n<div>\n<\/div>\n<hr>\n<div>\n<h3>Neue Termine in Planung!<\/h3>\n<\/div>\n<p><!--more--><br \/>\n<!-- {\"type\":\"layout\",\"children\":[{\"type\":\"section\",\"props\":{\"animation\":\"fade\",\"animation_delay\":\"100\",\"image_position\":\"center-center\",\"style\":\"default\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"middle\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"props\":{\"layout\":\"2-5,3-5\"},\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"order_first\":\"m\",\"position_sticky_breakpoint\":\"m\",\"vertical_align\":\"middle\",\"width_medium\":\"2-5\"},\"children\":[{\"type\":\"headline\",\"props\":{\"title_element\":\"h1\"},\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"content\":{\"filters\":{\"search\":\"\"},\"name\":\"title\"}}}},{\"type\":\"divider\",\"props\":{\"divider_element\":\"hr\",\"divider_style\":\"small\"}},{\"type\":\"text\",\"props\":{\"column_breakpoint\":\"m\",\"margin\":\"default\",\"yooessentials_access_conditions\":[],\"yooessentials_access_mode\":\"AND\"},\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"content\":{\"filters\":{\"search\":\"\"},\"name\":\"field.kursbeschreibung\"}}}},{\"type\":\"grid\",\"props\":{\"content_column_breakpoint\":\"m\",\"filter_align\":\"left\",\"filter_all\":true,\"filter_grid_breakpoint\":\"m\",\"filter_grid_width\":\"auto\",\"filter_position\":\"top\",\"filter_style\":\"tab\",\"grid_default\":\"2\",\"grid_medium\":\"\",\"grid_small\":\"4\",\"icon_width\":80,\"image_align\":\"top\",\"image_grid_breakpoint\":\"m\",\"image_grid_width\":\"1-2\",\"image_svg_color\":\"emphasis\",\"item_animation\":true,\"link_style\":\"default\",\"link_text\":\"Read more\",\"margin\":\"default\",\"meta_align\":\"below-title\",\"meta_element\":\"div\",\"meta_style\":\"text-meta\",\"panel_style\":\"tile-default\",\"parallax_easing\":\"1\",\"show_content\":false,\"show_image\":true,\"show_link\":false,\"show_meta\":false,\"show_title\":false,\"title_align\":\"top\",\"title_element\":\"h3\",\"title_grid_breakpoint\":\"m\",\"title_grid_width\":\"1-2\",\"title_hover_style\":\"reset\"},\"children\":[{\"type\":\"grid_item\",\"props\":{\"image\":\"wp-content\\\/uploads\\\/2022\\\/03\\\/AWS_advanced_tier_consulting_partner_badge.png\",\"title\":\"Aws Advanced Training Partner\"}},{\"type\":\"grid_item\",\"props\":{\"image\":\"wp-content\\\/uploads\\\/2022\\\/03\\\/AWS_premier_tier_training_partner_badge.png\",\"title\":\"Aws Premium Consuting Partner\"}},{\"type\":\"grid_item\",\"props\":{\"image\":\"wp-content\\\/uploads\\\/2023\\\/02\\\/200-Cert-Light-English-1.png\",\"title\":\"Cert 200\"}}]}]},{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"order_first\":\"xs\",\"position_sticky_breakpoint\":\"m\",\"width_medium\":\"3-5\"},\"children\":[{\"type\":\"image\",\"props\":{\"animation\":\"none\",\"class\":\"heroimg\",\"container_padding_remove\":false,\"image\":\"wp-content\\\/uploads\\\/2022\\\/01\\\/aws_training.jpg\",\"image_box_decoration\":\"mask\",\"image_height\":\"600\",\"image_svg_animate\":false,\"image_svg_color\":\"\",\"image_svg_inline\":true,\"image_width\":\"600\",\"margin\":\"default\",\"text_align\":\"right\",\"visibility\":\"s\"}}]}]}],\"name\":\"HeroTraining\"},{\"type\":\"section\",\"props\":{\"image_position\":\"center-center\",\"style\":\"muted\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"middle\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"type\":\"text\",\"props\":{\"column_breakpoint\":\"m\",\"content\":\"\n\n<h1>Data Warehousing on AWS<\\\/h1>\\n\n\n<p><span>Current course dates can be found at the bottom of this page\\u2026 company training available on request!<\\\/span><\\\/p>\\n\n\n<h2>COURSE DESCRIPTION<\\\/h2>\\n\n\n<p>Data Warehousing on AWS introduces you to concepts, strategies, and best practices for designing a cloud-based data warehousing solution using Amazon Redshift. This course demonstrates how to ingest, store, and transform data in the data warehouse. Topics covered include: the purpose of Amazon Redshift, how Amazon Redshift addresses business and technical challenges, features and capabilities of Amazon Redshift, designing a Data Warehousing Solution on AWS by applying best practices based on the Well-Architected Framework, integration with AWS and non-AWS products and services, performance tuning, orchestration, and securing and monitoring Amazon Redshift.<\\\/p>\\n\n\n<p><img class=\\\"size-full wp-image-1424 alignright\\\" src=\\\"http:\\\/\\\/www.tecracer.com\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/AWS-Business-Essentials-150x150-1.png\\\" alt=\\\"\\\" width=\\\"150\\\" height=\\\"150\\\" \\\/><\\\/p>\\n\n\n<h2>COURSE OBJECTIVES<\\\/h2>\\n\n\n<p><strong>In this course, you will learn to:<\\\/strong><\\\/p>\\n\n\n<ul>\\n\n\n<li>Describe Amazon Redshift architecture and its roles in a modern data architecture<\\\/li>\\n\n\n<li>Design and implement a data warehouse in the cloud using Amazon Redshift<\\\/li>\\n\n\n<li>Identify and load data into an Amazon Redshift data warehouse from a variety of sources<\\\/li>\\n\n\n<li>Analyze data using SQL QEV2 notebooks<\\\/li>\\n\n\n<li>Design and implement a disaster recovery strategy for an Amazon Redshift data warehouse<\\\/li>\\n\n\n<li>Perform maintenance and performance tuning on an Amazon Redshift data warehouse<\\\/li>\\n\n\n<li>Secure and manage access to an Amazon Redshift data warehouse<\\\/li>\\n\n\n<li>Share data between multiple Redshift clusters in an organization<\\\/li>\\n\n\n<li>Orchestrate workflows in the data warehouse using AWS Step Functions state machines<\\\/li>\\n\n\n<li>Create an ML model and configure predictors using Amazon Redshift ML<\\\/li>\\n<\\\/ul>\\n\n\n<h2>INTENDED AUDIENCE<\\\/h2>\\n\n\n<p><strong>This course is intended for:<\\\/strong><\\\/p>\\n\n\n<ul>\\n\n\n<li>Data engineers<\\\/li>\\n\n\n<li>Data architects<\\\/li>\\n\n\n<li>Database architects<\\\/li>\\n\n\n<li>Database administrators<\\\/li>\\n\n\n<li>Database developers<\\\/li>\\n<\\\/ul>\\n\n\n<h2>PREREQUISITES<\\\/h2>\\n\n\n<p><strong>We recommend that attendees of this course have:<\\\/strong><\\\/p>\\n\n\n<ul>\\n\n\n<li><a href=\\\"https:\\\/\\\/www.tecracer.com\\\/en\\\/training-en\\\/building-data-lakes-on-aws\\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Building Data Lakes on AWS\\u00a0<\\\/a><\\\/li>\\n\n\n<li><a href=\\\"https:\\\/\\\/www.tecracer.com\\\/en\\\/training-en\\\/building-data-analytics-solutions-using-amazon-redshift\\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Building Data Analytics Solutions Using Amazon Redshift<\\\/a><\\\/li>\\n\n\n<li>Familiarity with relational databases and database design concepts<\\\/li>\\n<\\\/ul>\\n\n\n<h2>ACTIVITIES<\\\/h2>\\n\n\n<p><strong>This course includes:<\\\/strong><\\\/p>\\n\n\n<ul>\\n\n\n<li>presentations<\\\/li>\\n\n\n<li>hands-on labs<\\\/li>\\n\n\n<li>demonstrations<\\\/li>\\n<\\\/ul>\\n\n\n<h2>COURSE DURATION \\\/ PRICE<\\\/h2>\\n\n\n<ul>\\n\n\n<li>3 days<\\\/li>\\n\n\n<li>\\u20ac 2,685.00 (excl. tax) per person (DE)<\\\/li>\\n<\\\/ul>\\n\n\n<h2>Course outline<\\\/h2>\",\"margin\":\"default\"}},{\"type\":\"accordion\",\"props\":{\"collapsible\":true,\"content_column_breakpoint\":\"m\",\"image_align\":\"top\",\"image_grid_breakpoint\":\"m\",\"image_grid_width\":\"1-2\",\"image_svg_color\":\"emphasis\",\"link_style\":\"default\",\"link_text\":\"Read more\",\"show_image\":true,\"show_link\":true},\"children\":[{\"type\":\"accordion_item\",\"props\":{\"content\":\"\n\n<ul>\\n\n\n<li><strong>Module 1: Data Warehouse Concepts<\\\/strong>\\n\n\n<ul>\\n\n\n<li>Modern data architecture<\\\/li>\\n\n\n<li>Introduction to the course story<\\\/li>\\n\n\n<li>Data warehousing with Amazon Redshift<\\\/li>\\n\n\n<li>Amazon Redshift Serverless architecture<\\\/li>\\n\n\n<li>Hands-On Lab: Launch and Configure an Amazon Redshift Serverless Data Warehouse<\\\/li>\\n<\\\/ul>\\n<\\\/li>\\n\n\n<li><strong>Module 2: Setting up Amazon Redshift<\\\/strong><br \\\/>\\n\n\n<ul>\\n\n\n<li>Data models for Amazon Redshift<\\\/li>\\n\n\n<li>Data management in Amazon Redshift<\\\/li>\\n\n\n<li>Managing permissions in Amazon Redshift<\\\/li>\\n\n\n<li>Hands-On Lab: Setting up a Data Warehouse using Amazon Redshift Serverless<\\\/li>\\n<\\\/ul>\\n<\\\/li>\\n\n\n<li><strong>Module 3: Loading Data<\\\/strong><br \\\/>\\n\n\n<ul>\\n\n\n<li>Overview of data sources<\\\/li>\\n\n\n<li>Loading data from Amazon Simple Storage Service (Amazon S3)<\\\/li>\\n\n\n<li>Extract, transform, and load (ETL) and extract, load, and transform (ELT)<\\\/li>\\n\n\n<li>Loading streaming data<\\\/li>\\n\n\n<li>Loading data from relational databases<\\\/li>\\n\n\n<li>Hands-On Lab: Populating the data warehouse<\\\/li>\\n<\\\/ul>\\n<\\\/li>\\n<\\\/ul>\",\"title\":\"Day 1\"}},{\"type\":\"accordion_item\",\"props\":{\"content\":\"\n\n<ul>\\n\n\n<li><strong>Module 4: Deep Dive into SQL Query Editor v2 and Notebooks<\\\/strong>\\n\n\n<ul>\\n\n\n<li>Features of Amazon Redshift Query Editor v2<\\\/li>\\n\n\n<li>Demonstration: Using Amazon Redshift Query Editor v2<\\\/li>\\n\n\n<li>Advanced queries<\\\/li>\\n\n\n<li>Hands-On Lab: Data Wrangling on AWS<br \\\/><strong><\\\/strong><\\\/li>\\n<\\\/ul>\\n<\\\/li>\\n\n\n<li><strong>Module 5: Backup and Recovery<\\\/strong><br \\\/>\\n\n\n<ul>\\n\n\n<li>Disaster recovery<\\\/li>\\n\n\n<li>Backing up and restoring Amazon Redshift provisioned<\\\/li>\\n\n\n<li>Backing up and restoring Amazon Redshift Serverless<br \\\/><strong><\\\/strong><\\\/li>\\n<\\\/ul>\\n<\\\/li>\\n\n\n<li><strong>Module 6: Amazon Redshift Performance Tuning<\\\/strong><br \\\/>\\n\n\n<ul>\\n\n\n<li>Factors that impact query performance<\\\/li>\\n\n\n<li>Table maintenance and materialized views<\\\/li>\\n\n\n<li>Query analysis<\\\/li>\\n\n\n<li>Workload management<\\\/li>\\n\n\n<li>Tuning guidance<\\\/li>\\n\n\n<li>Amazon Redshift monitoring<\\\/li>\\n\n\n<li>Hands-On Lab: 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Pipeline<\\\/li>\\n<\\\/ul>\\n<\\\/li>\\n\n\n<li><strong>Module 9: Amazon Redshift ML<\\\/strong><br \\\/>\\n\n\n<ul>\\n\n\n<li>Machine Learning Overview<\\\/li>\\n\n\n<li>Getting started with Amazon Redshift ML<\\\/li>\\n\n\n<li>Amazon Redshift ML workflow scenarios<\\\/li>\\n\n\n<li>Amazon Redshift ML Usage<\\\/li>\\n\n\n<li>Hands-On Lab: Predicting customer churn with Amazon Redshift ML<\\\/li>\\n<\\\/ul>\\n<\\\/li>\\n\n\n<li><strong>Module 10: Amazon Redshift Data Sharing<\\\/strong><br \\\/>\\n\n\n<ul>\\n\n\n<li>Overview of data sharing in Amazon Redshift<\\\/li>\\n\n\n<li>Amazon DataZone for Data as a service<br \\\/><strong><\\\/strong><\\\/li>\\n<\\\/ul>\\n<\\\/li>\\n\n\n<li><strong>Module 11: Wrap-Up<\\\/strong><br \\\/>\\n\n\n<ul>\\n\n\n<li>Hands-On Lab: End of course challenge lab<\\\/li>\\n<\\\/ul>\\n<\\\/li>\\n<\\\/ul>\",\"title\":\"Day 3\"}}]},{\"type\":\"text\",\"props\":{\"column_breakpoint\":\"m\",\"content\":\"\n\n<p><\\\/p>\\n\n\n<p><strong>IMPORTANT: Please bring your notebook (Windows, Linux or Mac) to our training. If this is not possible, please contact us in advance.<\\\/strong><\\\/p>\\n\n\n<p>Course materials are in English, on request also in German (if available).<br \\\/>The course language is German, on request also in English.<\\\/p>\",\"margin\":\"default\"}}]}]}]},{\"type\":\"section\",\"props\":{\"image_position\":\"center-center\",\"style\":\"default\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"middle\",\"width\":\"default\",\"yooessentials_access_conditions\":[{\"type\":\"yooessentials_access_url\",\"props\":{\"urls\":\"\\\/training\\\/aws-discovery-day\\\/\"}}],\"yooessentials_access_mode\":\"AND\"},\"children\":[{\"type\":\"row\",\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"type\":\"headline\",\"props\":{\"title_element\":\"h3\"},\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"content\":{\"filters\":{\"search\":\"\",\"after\":\"\",\"before\":\"Die n\\u00e4chsten Termine f\\u00fcr: 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