Data Warehouses vs Data Lakes











>> YOUR LINK HERE: ___ http://youtube.com/watch?v=IocdgUB94KQ

This third and most important chapter covers the snowflake architecture including the life cycle and 3 unique layers of snowflake design. • Chapter-3 of the snowflake beginner's tutorial covers the Snowflake architecture design approach in detail. In general, the snowflake is known as a cloud-native platform that supports storage computes decoupling but how does it achieve this is now known to us and this video chapter helps you understand this concept in detail.  • This chapter also compares some of the tools like Spark (Spark Vs Snowflake), Hadoop Map Reduce (Hadoop Vs Snowflake), BigQuery (BigQuery vs Snowflake), Redshift (Redshift vs Snowflake), Cassandra (Cassandra vs Snowflake), etc.  • πŸš€πŸš€ Data Engineering Simplified Snowflake Cheat Sheets πŸš€πŸš€ • ------------------------------------------------------------------------------------------------------ • βž₯ Complete Snowflake Tutorial Cheat Sheet - https://rebrand.ly/maj4l6x • βž₯ Complete Snowflake JSON Guide Cheat Sheet - https://rebrand.ly/d52cef • πŸš€πŸš€ Data Engineering Simplified Blog Pages πŸš€πŸš€ • ------------------------------------------------------------------------------------------------------ • βž₯   / data-engineering-simplified   • βž₯ https://toppertips.com • πŸš€ πŸš€ Episode-03 Chapters πŸš€ πŸš€ • ----------------------------------------------------- • βž₯ 00:00 Introduction • βž₯ 00:54 What is covered in them • βž₯ 02:18 Why you should subscribe to Data Engineering Simplified Channel • βž₯ 02:58 Traditional Data Warehouse Architecture • βž₯ 06:35 Snowflake 3 Layer Unique Architecture • βž₯ 10:53 Decode Snowflake Storage Layer • βž₯ 13:22 Decode Snowflake Compute Layer • βž₯ 15:40 Decode Snowflake Cloud Service Layer • βž₯ 17:41 Lifecycle of a query in Snowflake World • βž₯ 20:52 Developer's day - Snowflake At a Glance • βž₯ 23:11 Quick Recap • βž₯ 26:54 Quiz Time (12 Questions) • βž₯ 30:52 What we have learned in this chapter • βž₯ 31:25 What is next chapter (Snowflake Legacy WebUI) • βž₯ 31:59 Disclaimer • πŸš€ πŸš€ All Episodes πŸš€πŸš€ • --------------------------------------------------------------------------------------------------- • βž₯Ch-1-to-25 Complete Playlist 🌐 https://bit.ly/3iNTVGI • βž₯Ch-1 Snowflake Introduction History 🌐 https://bit.ly/3xKHrna • βž₯Ch-2 Snowflake Free Trial Registration 🌐 https://bit.ly/3m6uiCL • βž₯Ch-3 Snowflake Architecture 🌐 https://bit.ly/3sk2fB2 • βž₯Ch-4 Snowflake Classic or Legacy WebUI 🌐 https://bit.ly/3stSyzS • βž₯Ch-5 Snowflake SnowSight Modern WebUI 🌐    • Snowsight - Snowflake Modern Web UI |...   • βž₯Ch-6 Snowflake Unique Features 🌐    • Snowflake Unique Features | Chapter-6...   • βž₯Ch-7 Snowflake DB/Schema/Table Data Loading 🌐    • Snowflake Database/Schema/Table   Con...   • βž₯Ch-8 Snowflake Must Know Database Objects 🌐    • Snowflake Must Know New Objects  | Ch...   • βž₯Ch-9 Snowflake Fast Data Loading/Ingestion 🌐    • Fast Data Loading   Bulk Ingestion in...   • βž₯Ch-10 Snowflake Continuous Data Loading 🌐    • Continuous Data Loading   Data Ingest...   • βž₯Ch-11 Snowflake External Table 🌐    • How to work with external table in Sn...   • βž₯Ch-12 Snowflake Virtual Warehouse 🌐    • How To Work With Snowflake Virtual Wa...   • βž₯Ch-13 Snowflake Micro Partition 🌐    • #13 | Micro Partitions   Data Cluster...   • βž₯Ch-14 Snowflake Time Travel 🌐    • What is Snowflake Time Travel | Chapt...   • βž₯Ch-15 Snowflake Clone Feature 🌐    • Snowflake Zero Copy Clone | Chapter-1...   • βž₯Ch-16 Snowflake Secure Data Sharing 🌐    • Snowflake Data Sharing | Chapter-16 |...   • βž₯Ch-17 Snowflake Streams Change Data Capture 🌐    • Snowflake Stream   Change Data Captur...   • βž₯Ch-18 Snowflake Task Task Tree 🌐    • Snowflake Tasks   Task Tree | Chapter...   • βž₯Ch-19 ETL (Data Pipeline) in Snowflake 🌐    • ETL Workflow In Snowflake | Chapter-1...   • βž₯Ch-20 Role, Grants Role Hierarchy in Snowflake 🌐    • Role, Grants   Role Hierarchy In Snow...   • βž₯Ch-21 (Part-1) Stored Procedure in Snowflake 🌐    • Stored Procedure In Snowflake | Chapt...   • βž₯Ch-21 (Part-2) User Defined Function in Snowflake 🌐   • User Defined Functions In Snowflake |...   • βž₯Ch-21 (Part-3) Snowflake Views (Std, Secure Materialized) 🌐    • What are views in Snowflake  | Chapte...   • βž₯Ch-22 Snowflake Information Schema 🌐    • What Is Information Schema In Snowfla...   • βž₯Ch-23 Snowflake Resource Monitor 🌐    • What Is Resource Monitor In Snowflake...   • βž₯Ch-24 (Part-1) Snowflake JDBC Driver 🌐    • How to Use Snowflake Java JDBC Driver...   • βž₯Ch-24 (Part-2) Snowflake ODBC Driver 🌐    • Microsoft Excel   Snowflake ODBC Driv...   • βž₯Ch-24 (Part-3) Snowflake Python Connector 🌐    • Snowflake Python Connector | Snowflak...   • βž₯Ch-25 (Part-1) Snowflake PowerBI Reporting 🌐 coming-soon • βž₯Ch-25 (Part-2) Snowflake Tableau Reporting 🌐 coming-soon • πŸš€ πŸš€ Snowflake Certification Complete Guide Question Dump πŸš€ πŸš€ • ----------------------------------------------------------------------------------------------------------------- • βž₯ Revised Sep 2020 Syllabus:    • Video   • βž₯ SnowPro Guide: https://bit.ly/35S7Rcb • βž₯ SnowPro Practice Test (60 Questions): https://bit.ly/2Ubernv • • #snowflakearchitecture • #snowflaketutorial • #snowflakecomputing • #snowflakedatawrehouse • #snowflake • #dataengineeringsimplifed • #DESimplified • #toppertips • #dataengineering • #clouddatawarehouse • Disclaimer: All snowflake-related learning materials and tutorial videos published in this channel are the personal opinions of the data engineering simplified team and they're neither authorized by nor associated with Snowflake, Inc.

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