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DE: Snowflake SQL and dbt cloud(data build tool)
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DE: Snowflake SQL and dbt cloud(data build tool)

About this course

Welcome to " DATA ENGINEERING: Complete Hands-On Snowflake SQL and Advanced Features  and dbt cloud(data build tool)"  This Course helpful for students who is looking to move on or learn cloud data warehouse even you're a beginner or experienced with SQL.What You'll Learn:Introduction to database, data warehouse, Snowflake cloud:Introduction to data, database, data warehouse, RDBMS, ETL, ELT.Introduction to cloud computing, Overview on AWS, On-Premise Vs Cloud.Snowflake Free Trail Account Creation and ways to connect Snowflake cloud.SQL Topics:All SQL concepts will be covered.SQL Statements (DDL, DML, DCL, TCL, DRL).Tables, Data Types, Constraints.Clauses: SELECT, FROM, WHERE, GROUP, HAVING, LIMIT, WITH, ORDER BY.SQL FUNCTIONS ( STRING, NUMBER, DATE, WINDOW, ANALYTICAL, AGGREGATE).JOINS, SUB QUERIES.VIEWS, MATERIALIZED VIEWS.SET OPERATORS, SEQUENCES and etc.Snowflake's Unique Features:Snowflake Architecture.Snowflake Virtual warehouse.Zero-Copy Cloning.Streams & Tasks.Time Travel.External Tables.Handling semi-structured file formats (parquet, json).Data Loading & Unloading:Snowpipe for continuous data loading.Hands-on data loading from AWS S3.Performance Tuning &

C

63/100

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39/45
Who stands behind it
8/35
How complete the listing is
16/20

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What you'll learn

  • understanding database and data warehouse concepts
  • creating and managing a Snowflake free trial account
  • executing various SQL statements including DDL, DML, and DCL
  • implementing SQL functions and working with joins and subqueries
  • utilizing Snowflake's features such as time travel and streams

Course objectives

  • provide a comprehensive introduction to cloud data warehousing
  • equip students with hands-on skills in Snowflake and dbt
  • enhance understanding of SQL and its application in data engineering
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