DBT (Data Build Tool) from a Beginner to Expert

DFE WP

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So This Course is About Educating The DBT Framework for Knowledge Engineers and Knowledge Analysts for Constructing Knowledge Warehouses

What you’ll study

in This Course You’ll Grasp DBT the Fashionable mainstream Software for Knowledge Analytics with a lot of arms on labs and examples

DBT is Nicely Recognized for the Fashionable Knowledge Stack as an Important A part of The Lake-house Structure

you’ll find out how does it match inside your Orgnization as a Answer from an architectural Standpoint

you’ll get Glimpse of the Instruments Constructed round DBT and the way Useful they may grow to be when tackling A number of Enterprise Issues

and Final however not least we’re going to infold collectively all of the strategies to make use of DBT in a Developmrnt Envitonment in addition to a Manufacturing Atmosphere

we’re going to Follow collectively the best way to deploy DBT Initiatives

Description

Knowledge Construct Software is Turning into a Viral Software Used Amongst Analysts and Knowledge Engineers in Massive companies these days, particularly with the truth that it’s within the middle of all Fashionable Knowledge Platforms like Knowledge Warehouses and Lake-houses.

It’s grow to be important for these Profession fanatics to have the ability to not solely use it but in addition Grasp it in a Skilled Context … so This Course is Designed from Scratch to assist technical Folks unfold the device with all its ideas and tips in order that it may be Mastered … with Labs and demos to be sure that everyone seems to be getting the dangle of it.

we will additionally point out a number of the Most Vital Instruments which are constructed Solely round DBT as being A part of the longer term to drive intelligence amongst Corporats, with a lot of cool purposes like governance and lineage graphs and Knowledge Cataloging, and all of that’s really out of the field in DBT, Cool proper!
simply i want to draw to your consideration that, it’s sort of a MUST to know SQL, The Language of Analysts.

This course additionally has fairly superior matters from Different areas, we will point out them briefly, but it surely’s good to have abilities like git and possibly docker alongside the best way, that will really come to make use of later, aside from this … our Major focus can be on DBT

So get began !, and I want you a cheerful studying expertise!

English
language

Content material

Welcome

Intro to Knowledge construct device From The Newbie to Knowledgeable
Concerning the Teacher
About The Course

Introduction to Vital Ideas​

What’s DBT ?​
ETL vs ELT
Programming Paradigms … Declarative VS Crucial
Forms of SQL Statements​
Forms of Database Engines (Adapters)​

The Thought Behind DBT​ ​

When to Use DBT​ ?
Why DBT ?​
Have to know Applied sciences​

Set up & Configuration​

Set up of dbt Conditions ​
Kicking Begin & Configuring The DBT Mission
Going by the Mission Skeleton​

Getting Began with DBT Growth​

Fashions
Additional Mannequin Configurations
Sources.yml
Typical Growth Workflow in DBT
Fashions.yml
Evaluation
Seeds
Exams
Singular Exams’ Configurations
Additional Check Configurations
Snapshots
Snapshot Configurations​

Greatest Practices for DBT Initiatives

The Folder Construction
Enjoying With The Catalog
Customizing Lineage​

Superior Subjects in DBT

DBT Macros​
Incremental Fashions​
Docs Blocks​

The Full Information for DBT CLI​

Troubleshooting and Diagnosing Instructions​
Associated To The Catalog Instructions​
Growth Instructions​
Growth Instructions – Choice Criterion
Managing A number of DBT Dev Environments
Different Instructions

Extending DBT​

DBT Packages​
DBT Plugins ​
Exterior Instruments Constructed for it​

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