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 &
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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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