| summary | What is a Data Lakelake? A data lake is a centralized repository that stores all of your organization's data in its native format. This means that data can be stored in its raw, unprocessed form, including structured, semi-structured, and unstructured data. This makes data lakes highly scalable and flexible, as they can store any type or volume of data.Data lakes offer a number of benefits, including:Improved data accessibility: Data lakes make it easier for organizations to access and use their data. This is because data lakes store data in a way that is easy to query and analyze.Enhanced analytics capabilities: Data lakes can be used to support a wide range of analytics applications, including machine learning, artificial intelligence, and big data analytics.Accelerated innovation: Data lakes can help organizations to innovate faster by providing them with a centralized repository of data that can be easily accessed and analyzed. How Data lakes work Data lakes typically consist of three main components:Data ingestion: Data is ingested into the data lake from a variety of sources, including databases, sensors, and social mediae.g. databases and applications.Data storage: Data is stored in the data lake in its native format. This means that data is not processed or transformed before it is stored.Data processing: Data is processed in the data lake to prepare it for analysis. This may include cleaning, transforming, and enriching the data. Data Lakes vs. Data Warehouses Data lakes are often compared to data warehouses. Data warehouses are also centralized repositories of data, but they store data in a structured format that is optimized for reporting and analysis. Data lakes, on the other hand, can store any type of data, including unstructured data. This makes data lakes more flexible than data warehouses. Frequently Asked Questions Can all users see unscheduled events? Batch enrolling learners into an Event Can I change the attendance status on an event? Does un-archiving an event reinstate it's enrolments? Deleting all sessions from an event but keeping the event open Archiving an event How do I regenerate URL of an event? How do time zones work in Events? Does the 'Search' widget include Events? Topics Return to homepage | page | {"premium":true,"id":"pdN0WowSrVG8F4fryc-j1","name":"page","children":Return to homepage |
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| page | {"premium":true,"id":"pdN0WowSrVG8F4fryc-j1","name":"page","children":[{"params":{"background":"#ffffff","padding":73,"gap":10},"children":[{"name":"row","children":[{"name":"column","children":[{"name":"image","params":{"templateId":"square","alignment":"center","width":100,"height":100,"position":"center center","borderRadius":{"all":20,"bbl":0,"bbr":0,"btl":0,"btr":0,"isIndividualCorners":false},"image":{"value":"att448266262","target":"_blank","type":"attachment"}},"children":[],"id":"WMxKuf79M5-QgwzaJ8nVr"}],"params":{"borderRadius":{"all":0,"btl":0,"bbl":0,"btr":0,"bbr":0,"isIndividualCorners":false},"padding":0,"gap":20,"verticalAlignment":"center"},"id":"cgrj7PG4GTJMi0UxI41N6"},{"name":"column","children":[{"name":"text","params":{"value":[{"type":"paragraph","children":[{"type":"paragraph","children":[{"fontFamily":"Poppins, sans-serif","text":"What is a Data Lakelake?","fontSize":22,"letterSpacing":0,"lineHeight":"35px","color":"#2A2A2A"}],"align":"center"}]}]},"children":[],"id":"DTcH3DS3QvpAmVclBtLgC"},{"name":"divider","params":{"templateId":"solid short","color":"#E0A804","alignment":"center","fontSize":24,"fontColor":"#000000","height":1,"borderStyle":"solid","width":200},"children":[],"id":"pT6EPjeQMrjbrXf-mwaPE"}],"params":{"borderRadius":{"all":0,"btl":0,"bbl":0,"btr":0,"bbr":0,"isIndividualCorners":false},"padding":0,"gap":20,"verticalAlignment":"center"},"id":"cq2IWUh5E-g0cbyVU6hOR"},{"name":"column","children":[],"params":{"borderRadius":{"all":0,"btl":0,"bbl":0,"btr":0,"bbr":0,"isIndividualCorners":false},"padding":0,"gap":20,"verticalAlignment":"center"},"id":"9zhpAEKMlbMFBvambmBfS"},{"name":"column","children":[],"params":{"borderRadius":{"all":0,"btl":0,"bbl":0,"btr":0,"bbr":0,"isIndividualCorners":false},"padding":0,"gap":20,"verticalAlignment":"center"},"id":"t0bBWXGK-Zcx12gAgHjMJ"},{"name":"column","children":[],"params":{"borderRadius":{"all":0,"btl":0,"bbl":0,"btr":0,"bbr":0,"isIndividualCorners":false},"padding":0,"gap":20,"verticalAlignment":"center"},"id":"mtfM2T2_I5kFO2zw9TGi5"},{"name":"column","children":[],"params":{"borderRadius":{"all":0,"btl":0,"bbl":0,"btr":0,"bbr":0,"isIndividualCorners":false},"padding":0,"gap":20,"verticalAlignment":"center"},"id":"5Z6McsHaHqxEXTbh1xs0R"}],"params":{"layout":[1,2],"gap":15,"minHeight":200,"padding":10,"borderRadius":0},"id":"2knMWh2YlWaZYz6rxZqEG"}],"name":"section","id":"9SGkhyV2xDFyXbmjo4PjG"},{"id":"wTI7NtJSNBOnll3p1Z20c","params":{"background":{"light":"#ffffff","dark":"#1d2125"},"padding":5,"gap":10},"children":[{"id":"aOhjYy3k5MlH85WhQtMes","name":"row","children":[{"id":"Jcqdwb_fxBFK2tDQAhyrX","name":"column","children":[{"name":"text","params":{"templateId":"simple paragraph","value":[{"type":"paragraph","children":[{"type":"paragraph","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"text":"","fontFamily":"Poppins, sans-serif"}]},{"type":"paragraph","children":[{"text":"A data lake is a ","letterSpacing":0,"fontFamily":"Poppins, sans-serif","fontSize":16,"lineHeight":"35px","color":"#2A2A2A"},{"letterSpacing":0,"fontFamily":"Poppins, sans-serif","fontSize":16,"lineHeight":"35px","color":"#2A2A2A","text":"centralized repository","fontWeight":700},{"letterSpacing":0,"fontFamily":"Poppins, sans-serif","fontSize":16,"lineHeight":"35px","color":"#2A2A2A","text":" that stores all of your organization's data in its native format. This means that data can be stored in its raw, unprocessed form, including structured, semi-structured, and unstructured data. This makes data lakes highly scalable and flexible, as they can store any type or volume of data."}],"align":"center"},{"type":"paragraph","children":[{"type":"paragraph","align":"center","children":[{"letterSpacing":0,"fontFamily":"Poppins, sans-serif","fontSize":16,"lineHeight":"35px","color":"#2A2A2A","text":""}]}]},{"type":"paragraph","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"fontFamily":"Poppins, sans-serif","text":""}]},{"type":"paragraph","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"fontFamily":"Poppins, sans-serif","text":"Data lakes offer a number of benefits, including:"}]},{"type":"bulleted-list","children":[{"type":"list-item","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"fontFamily":"Poppins, sans-serif","text":"Improved data accessibility: Data lakes make it easier for organizations to access and use their data. This is because data lakes store data in a way that is easy to query and analyze."}]},{"type":"list-item","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"fontFamily":"Poppins, sans-serif","text":"Enhanced analytics capabilities: Data lakes can be used to support a wide range of analytics applications, including machine learning, artificial intelligence, and big data analytics."}]},{"type":"list-item","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"fontFamily":"Poppins, sans-serif","text":"Accelerated innovation: Data lakes can help organizations to innovate faster by providing them with a centralized repository of data that can be easily accessed and analyzed."}]}]},{"type":"paragraph","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"fontFamily":"Poppins, sans-serif","text":""}]},{"type":"paragraph","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"fontFamily":"Poppins, sans-serif","text":""}]}]}]},"children":[],"id":"bwLlqQFnOQ0nrl4-7CtC_"},{"name":"text","params":{"templateId":"headline 2","value":[{"type":"paragraph","children":[{"type":"paragraph","children":[{"text":"How Data lakes work","letterSpacing":0,"fontWeight":700,"fontFamily":"Poppins, sans-serif","color":{"light":"#555"},"fontSize":22}],"align":"center"}]}]},"children":[],"id":"KSmv5JQoikiT7LFSOkCYn"},{"name":"text","params":{"templateId":"simple paragraph","value":[{"type":"paragraph","children":[{"type":"paragraph","children":[{"type":"paragraph","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"fontFamily":"Poppins, sans-serif","text":""}]},{"type":"paragraph","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"fontFamily":"Poppins, sans-serif","text":"Data lakes typically consist of three main components:"}]},{"type":"paragraph","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"fontFamily":"Poppins, sans-serif","text":""}]},{"type":"bulleted-list","children":[{"type":"list-item","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"fontFamily":"Poppins, sans-serif","text":"Data ingestion: Data is ingested into the data lake from a variety of sources, including databases, sensors, and social mediae.g. databases and applications."}]},{"type":"list-item","children":[{"fontSize":16,"lineHeight":"24px","color":"#555","letterSpacing":0,"fontFamily":"Poppins, sans-serif","text":"Data storage: Data is stored in the data lake in its native format. 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