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[ DevCourseWeb com ] Udemy - Data Project Fundamentals - Skills and Techniques for Success
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01 - Course Introduction_ Data Project Fundamentals
001 Course Introduction.mp4
001 Course Introduction_en.srt
002 Course Overview.mp4
002 Course Overview_en.srt
02 - Course Data and Code Download
001 Course Data & Code Download.html
Add-Basket-Table-Unit-Tests.ipynb
Create-Basket-Fact-From-Functions.ipynb
Create-Basket-Fact.ipynb
Create-Basket-Table.ipynb
Create-Item-Fact.ipynb
Create-Offer-Dimension.ipynb
Create-Product-Dim.ipynb
Create-Store-Dim.ipynb
Create-Test-Data.ipynb
Dimension-Snapshot.ipynb
Profiling.ipynb
Refactor-Basket-Fact.ipynb
Refactor-Item-Fact.ipynb
Run-Item-Fact-Unit-Tests.ipynb
SQL-Joins.ipynb
SQL-Window-Functions.ipynb
Schema-Queries.ipynb
Transformations.ipynb
common.py
create_item_fact.py
create_offer_dimension.py
jupyter-intro.ipynb
refactor_basket_fact.py
source-data
Offer.csv
Product.csv
Product_20210106.csv
Product_20210107.csv
Store.csv
Store_20210106.csv
Store_20210107.csv
Transaction-sample.csv
Transaction.csv
03 - Introduction to Data Profiling
001 Introduction to Data Profiling.mp4
001 Introduction to Data Profiling_en.srt
002 Example_ Data Profiling Using Power Query and Google Sheets.mp4
002 Example_ Data Profiling Using Power Query and Google Sheets_en.srt
003 Exercises_ Profiling Questions Against the Transactional Data.mp4
003 Exercises_ Profiling Questions Against the Transactional Data_en.srt
004 Solutions_ Profiling Questions Against the Transactional Data.mp4
004 Solutions_ Profiling Questions Against the Transactional Data_en.srt
04 - Setting Up and Using Jupyter Notebooks
001 Introduction to Jupyter Notebooks.mp4
001 Introduction to Jupyter Notebooks_en.srt
002 Install Anaconda (for Jupyter).html
003 Jupyter Notebook Basics.mp4
003 Jupyter Notebook Basics_en.srt
004 Python Basics.mp4
004 Python Basics_en.srt
external-assets-links.txt
05 - Further Data Profiling, Data Mapping & Data Transformation
001 Further Data Profiling.mp4
001 Further Data Profiling_en.srt
002 Further Data Profiling Using a Jupyter Notebook.mp4
002 Further Data Profiling Using a Jupyter Notebook_en.srt
003 Data Mapping and Transformations.mp4
003 Data Mapping and Transformations_en.srt
004 Exercises_ Implement Further Transformations.mp4
004 Exercises_ Implement Further Transformations_en.srt
005 Solutions_ Implement Further Transformations.mp4
005 Solutions_ Implement Further Transformations_en.srt
06 - Development
001 Structured Query Language (SQL)_ Joins.mp4
001 Structured Query Language (SQL)_ Joins_en.srt
002 SQL_ Set Operators.mp4
002 SQL_ Set Operators_en.srt
003 SQL_ Aggregate Functions and Window Functions.mp4
003 SQL_ Aggregate Functions and Window Functions_en.srt
004 SQL Joins Using Pandas.mp4
004 SQL Joins Using Pandas_en.srt
005 Exercises_ SQL Grouping and Window Functions.mp4
005 Exercises_ SQL Grouping and Window Functions_en.srt
006 Solutions_ SQL Grouping and Window Functions.mp4
006 Solutions_ SQL Grouping and Window Functions_en.srt
07 - Data Modelling
001 Introduction to Data Modelling.mp4
001 Introduction to Data Modelling_en.srt
002 Exercise_ Create a Basket Table.mp4
002 Exercise_ Create a Basket Table_en.srt
003 Solution_ Create a Basket Table.mp4
003 Solution_ Create a Basket Table_en.srt
004 Data Modelling.mp4
004 Data Modelling_en.srt
08 - Data Solution Design (Data Only)
001 Data Solution Design Part 1.mp4
001 Data Solution Design Part 1_en.srt
002 Example_ Create the Item Fact Table.mp4
002 Example_ Create the Item Fact Table_en.srt
003 Exercise_ Dimension Tables.mp4
003 Exercise_ Dimension Tables_en.srt
004 Solution_ Dimension Tables Exercise.mp4
004 Solution_ Dimension Tables Exercise_en.srt
005 Data Solution Design Part 2.mp4
005 Data Solution Design Part 2_en.srt
006 Exercises_ Star Schema Joins.mp4
006 Exercises_ Star Schema Joins_en.srt
007 Solutions_ Star Schema Joins.mp4
007 Solutions_ Star Schema Joins_en.srt
008 Example_ Dimension Snapshots.mp4
008 Example_ Dimension Snapshots_en.srt
09 - Software Design
001 Program Design Principles.mp4
001 Program Design Principles_en.srt
002 Example_ Structuring Code.mp4
002 Example_ Structuring Code_en.srt
003 Optional_ Data Migration and Historical Data.mp4
003 Optional_ Data Migration and Historical Data_en.srt
10 - Testing and Troubleshooting
001 Data Troubleshooting and Unit Testing.mp4
001 Data Troubleshooting and Unit Testing_en.srt
002 Example_ Create Test Data.mp4
002 Example_ Create Test Data_en.srt
003 Example_ Add Unit Tests.mp4
003 Example_ Add Unit Tests_en.srt
004 Optional Exercise_ Add Further Unit Tests.mp4
004 Optional Exercise_ Add Further Unit Tests_en.srt
005 Data Validation and Reconciliation.mp4
005 Data Validation and Reconciliation_en.srt
11 - Implementing Changes
001 Implementing Changes.mp4
001 Implementing Changes_en.srt
002 Exercise_ Implement an Offer Dimension.mp4
002 Exercise_ Implement an Offer Dimension_en.srt
003 Solution_ Implement an Offer Dimension.mp4
003 Solution_ Implement an Offer Dimension_en.srt
12 - Wrap Up
001 Congratulations_.mp4
001 Congratulations__en.srt
Bonus Resources.txt
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