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TORRENT DETAILS
Udemy - Mastering Dbt (Data Build Tool) - From Beginner To Pro
TORRENT SUMMARY
Status:
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Language: English | Size: 3.98 GB | Duration: 6h 46m
Analytics Engineering Bootcamp to take you from beginner to advanced dbt, and get hands-on with dbt Cloud!
What you'll learn
How to build a complete dbt project from scratch
The main benefits of dbt, and a bit of background as to how it came about
All of the dbt fundamentals: sources, models, tests, documentation, snapshots, seeds, macros, hooks, and operations
How to structure a dbt project
How to version control changes to your code with GitHub
Advanced dbt testing - creating your own custom singular & generic tests, setting severity, and setting warn/error thresholds
Advanced dbt data modelling - including incremental and ephemeral models and what type to use (& when)
Advanced dbt commands - how to use different selectors, different profiles, tags, indirect test selection and building a local dbt documents site
Advanced dbt jinja & macros - creating your own macros to use in hooks / functions / operations, using jinja for loops and variables, and the target function
How to deploy your project on dbt Cloud, how to use the dbt Cloud UI, and using environment variables
How to use tests & macros from external packages to supercharge your dbt project
Best practises to use when running a dbt project (based on lots of experience!)
How to create a complete setup for Mac or Windows: installing all of the tools and getting a dbt specific VSCode setup!
Requirements
Basic SQL
No Python experience needed
Mac / Windows machine which is capable of installing Python, Git, and VSCode (we'll run through all of this in the course!)
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Introduction/1 - Instructor introduction.mp4
34.2 MB
~Get Your Files Here !/1 - Introduction/10 - dbt Core vs dbt Cloud.mp4
23.2 MB
~Get Your Files Here !/1 - Introduction/2 - 1b-c.Course-outline-introduction.pdf
35.5 KB
~Get Your Files Here !/1 - Introduction/2 - Course outline.mp4
30.1 MB
~Get Your Files Here !/1 - Introduction/3 - Course introduction.mp4
38.5 MB
~Get Your Files Here !/1 - Introduction/4 - A brief history of the data stack.mp4
33.7 MB
~Get Your Files Here !/1 - Introduction/5 - Benefits of dbt inferring dependencies.mp4
54.5 MB
~Get Your Files Here !/1 - Introduction/6 - Benefits of dbt documentation testing.mp4
52.8 MB
~Get Your Files Here !/1 - Introduction/7 - Benefits of dbt Pythonlike functionality.mp4
61.3 MB
~Get Your Files Here !/1 - Introduction/8 - How dbt has solved a lot of problems in the data stack.mp4
24.8 MB
~Get Your Files Here !/1 - Introduction/9 - 1d-i.Introduction-to-dbt.pdf
1.2 MB
~Get Your Files Here !/1 - Introduction/9 - How dbt fits in the data stack.mp4
52.5 MB
~Get Your Files Here !/2 - Getting set up with your tools/11 - Section overview.mp4
8.2 MB
~Get Your Files Here !/2 - Getting set up with your tools/12 - Creating a Gmail account.mp4
7.9 MB
~Get Your Files Here !/2 - Getting set up with your tools/12 - Link to Google signup page.txt
34 B
~Get Your Files Here !/2 - Getting set up with your tools/13 - Link to Google BigQuery.txt
33 B
~Get Your Files Here !/2 - Getting set up with your tools/13 - Setting up a BigQuery project with billing.mp4
19.5 MB
~Get Your Files Here !/2 - Getting set up with your tools/14 - Link to BigQuery UI.txt
41 B
~Get Your Files Here !/2 - Getting set up with your tools/14 - Link to Google Cloud Billing.txt
40 B
~Get Your Files Here !/2 - Getting set up with your tools/14 - Optional If you have issues with BigQuery billing.mp4
11.9 MB
~Get Your Files Here !/2 - Getting set up with your tools/15 - Link to BigQuery UI.txt
41 B
~Get Your Files Here !/2 - Getting set up with your tools/15 - The BigQuery UI.mp4
35.4 MB
~Get Your Files Here !/2 - Getting set up with your tools/16 - Link to the dataset well be using.txt
91 B
~Get Your Files Here !/2 - Getting set up with your tools/16 - The dataset youll be using.mp4
32.2 MB
~Get Your Files Here !/2 - Getting set up with your tools/17 - Link to Python 310 download page.txt
54 B
~Get Your Files Here !/2 - Getting set up with your tools/17 - Mac Installing Python 310.mp4
13.2 MB
~Get Your Files Here !/2 - Getting set up with your tools/18 - Link to Python 310 download page.txt
54 B
~Get Your Files Here !/2 - Getting set up with your tools/18 - Windows Installing Python 310.mp4
15.3 MB
~Get Your Files Here !/2 - Getting set up with your tools/18 - Windows Python install instructions.txt
58 B
~Get Your Files Here !/2 - Getting set up with your tools/19 - Downloading VSCode and setting up shortcuts.mp4
43.1 MB
~Get Your Files Here !/2 - Getting set up with your tools/19 - keybindings.json
536 B
~Get Your Files Here !/2 - Getting set up with your tools/19 - keyboard-shortcuts-macos.pdf
202.4 KB
~Get Your Files Here !/2 - Getting set up with your tools/19 - keyboard-shortcuts-windows.pdf
142.3 KB
~Get Your Files Here !/2 - Getting set up with your tools/19 - Link to VSCode download page.txt
30 B
~Get Your Files Here !/2 - Getting set up with your tools/20 - Creating a GitHub account.mp4
17 MB
~Get Your Files Here !/2 - Getting set up with your tools/20 - Link to GitHub account creation page.txt
23 B
~Get Your Files Here !/2 - Getting set up with your tools/21 - 2i.Forking-vs.cloning.pdf
157.6 KB
~Get Your Files Here !/2 - Getting set up with your tools/21 - Forking vs cloning.mp4
22.2 MB
~Get Your Files Here !/2 - Getting set up with your tools/22 - Forking the repository.mp4
16.2 MB
~Get Your Files Here !/2 - Getting set up with your tools/22 - Link to the repository well be using for this course.txt
54 B
~Get Your Files Here !/2 - Getting set up with your tools/23 - Optional If you have issues syncing your forked repository.mp4
59.8 MB
~Get Your Files Here !/2 - Getting set up with your tools/24 - Installing the recommended extensions in VSCode.mp4
3.5 MB
~Get Your Files Here !/2 - Getting set up with your tools/25 - 2m.Whats-a-venv.pdf
124.7 KB
~Get Your Files Here !/2 - Getting set up with your tools/25 - Whats a virtual environment venv.mp4
25.3 MB
~Get Your Files Here !/2 - Getting set up with your tools/26 - Adding Python to path in Windows.txt
78 B
~Get Your Files Here !/2 - Getting set up with your tools/26 - Python guide for Windows.txt
44 B
~Get Your Files Here !/2 - Getting set up with your tools/26 - Setting up our virtual environment and installing packages.mp4
22.5 MB
~Get Your Files Here !/2 - Getting set up with your tools/27 - Link to dbt docs on BigQuery setup.txt
90 B
~Get Your Files Here !/2 - Getting set up with your tools/27 - Link to gcloud install page.txt
41 B
~Get Your Files Here !/2 - Getting set up with your tools/27 - Setting up dbt for BigQuery.mp4
21.6 MB
~Get Your Files Here !/2 - Getting set up with your tools/28 - Lesson-notes-trialling-the-model-project.pdf
70.8 KB
~Get Your Files Here !/2 - Getting set up with your tools/28 - Trialling our model dbt project.mp4
46.4 MB
~Get Your Files Here !/2 - Getting set up with your tools/29 - Link to the autocomplete repository.txt
47 B
~Get Your Files Here !/2 - Getting set up with your tools/29 - Setting up dbt autocomplete.mp4
22.7 MB
~Get Your Files Here !/2 - Getting set up with your tools/30 - Run through of how our final project will look.mp4
66.1 MB
~Get Your Files Here !/3 - Building the basic dbt project/31 - Lesson-notes-dbt-init.pdf
26.7 KB
~Get Your Files Here !/3 - Building the basic dbt project/31 - The dbt init command.mp4
29 MB
~Get Your Files Here !/3 - Building the basic dbt project/32 - Version control with GitHub.mp4
69.8 MB
~Get Your Files Here !/3 - Building the basic dbt project/33 - Debugging-dbt-Power-User.pdf
135.8 KB
~Get Your Files Here !/3 - Building the basic dbt project/33 - keybindings.json
536 B
~Get Your Files Here !/3 - Building the basic dbt project/33 - Setting up dbt Power User.mp4
84.5 MB
~Get Your Files Here !/3 - Building the basic dbt project/33 - settings.json
1.3 KB
~Get Your Files Here !/3 - Building the basic dbt project/34 - How well structure our project.mp4
56.1 MB
~Get Your Files Here !/3 - Building the basic dbt project/35 - Creating our first source src yml file.mp4
48.2 MB
~Get Your Files Here !/3 - Building the basic dbt project/35 - Lesson-notes-sources.pdf
39.6 KB
~Get Your Files Here !/3 - Building the basic dbt project/35 - Link to dbt documentation on version 2.txt
50 B
~Get Your Files Here !/3 - Building the basic dbt project/36 - Creating our first staging stg SQL model.mp4
73.2 MB
~Get Your Files Here !/3 - Building the basic dbt project/36 - Lesson-notes-our-first-SQL-model.pdf
40.8 KB
~Get Your Files Here !/3 - Building the basic dbt project/37 - Lesson-notes-running-our-first-SQL-file.pdf
32.3 KB
~Get Your Files Here !/3 - Building the basic dbt project/37 - Running our first staging stg SQL model.mp4
41.3 MB
~Get Your Files Here !/3 - Building the basic dbt project/38 - Creating our first model yml file.mp4
24.1 MB
~Get Your Files Here !/3 - Building the basic dbt project/38 - Lesson-notes-generating-our-first-model-yml-file.pdf
33.7 KB
~Get Your Files Here !/3 - Building the basic dbt project/39 - Adding tests to our first model yml file.mp4
79.5 MB
~Get Your Files Here !/3 - Building the basic dbt project/39 - Lesson-notes-adding-tests-to-our-first-model-yml-file.pdf
27 KB
~Get Your Files Here !/3 - Building the basic dbt project/40 - Lesson-notes-default-materialisation.pdf
26.2 KB
~Get Your Files Here !/3 - Building the basic dbt project/40 - Setting up our models to materialise as tables instead of views.mp4
48.4 MB
~Get Your Files Here !/3 - Building the basic dbt project/41 - Getting the rest of our staging stg SQL models set up.mp4
34.2 MB
~Get Your Files Here !/3 - Building the basic dbt project/42 - Link the dbt clean command.txt
48 B
~Get Your Files Here !/3 - Building the basic dbt project/42 - Using dbt clean to get table materialisation working.mp4
16.6 MB
~Get Your Files Here !/3 - Building the basic dbt project/43 - Getting the rest of the staging stg yml files set up.mp4
77.8 MB
~Get Your Files Here !/3 - Building the basic dbt project/43 - Lesson-notes-other-staging-yml-files.pdf
37.5 KB
~Get Your Files Here !/3 - Building the basic dbt project/44 - Taking stock of our staging stg data models.mp4
43 MB
~Get Your Files Here !/3 - Building the basic dbt project/45 - The target folder.mp4
66.3 MB
~Get Your Files Here !/3 - Building the basic dbt project/46 - Getting our first intermediate int SQL model set up.mp4
55 MB
~Get Your Files Here !/3 - Building the basic dbt project/46 - Lesson-notes-first-int-SQL-model.pdf
41.8 KB
~Get Your Files Here !/3 - Building the basic dbt project/47 - Getting our first intermediate int yml file set up.mp4
91.6 MB
~Get Your Files Here !/3 - Building the basic dbt project/47 - Lesson-notes-first-int-yml-file.pdf
34.8 KB
~Get Your Files Here !/3 - Building the basic dbt project/48 - Getting our mart SQL model set up.mp4
88.8 MB
~Get Your Files Here !/3 - Building the basic dbt project/48 - Lesson-notes-first-mart-SQL-model.pdf
55.4 KB
~Get Your Files Here !/3 - Building the basic dbt project/49 - Getting our mart yml file set up.mp4
56.6 MB
~Get Your Files Here !/3 - Building the basic dbt project/49 - Lesson-notes-first-mart-yml-file.pdf
30.2 KB
~Get Your Files Here !/3 - Building the basic dbt project/50 - Lesson-notes-basic-project-complete.pdf
50.1 KB
~Get Your Files Here !/3 - Building the basic dbt project/50 - Our basic dbt project is now complete.mp4
20.2 MB
~Get Your Files Here !/4 - Advanced dbt testing/51 - Lesson-notes-default-severity.pdf
30.2 KB
~Get Your Files Here !/4 - Advanced dbt testing/51 - Setting default test severity in dbtprojectyml.mp4
49.6 MB
~Get Your Files Here !/4 - Advanced dbt testing/52 - Link to dbt documentation on severity.txt
59 B
~Get Your Files Here !/4 - Advanced dbt testing/52 - Setting test severity and thresholds.mp4
107.4 MB
~Get Your Files Here !/4 - Advanced dbt testing/53 - Link to dbt codegen repo.txt
