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Get Bonus Downloads Here.url 182 B
~Get Your Files Here !/01 - Course Introduction_ Data Project Fundamentals/001 Course Introduction.mp4 30.29 MB
~Get Your Files Here !/01 - Course Introduction_ Data Project Fundamentals/001 Course Introduction_en.srt 8.56 KB
~Get Your Files Here !/01 - Course Introduction_ Data Project Fundamentals/002 Course Overview.mp4 15.79 MB
~Get Your Files Here !/01 - Course Introduction_ Data Project Fundamentals/002 Course Overview_en.srt 6.25 KB
~Get Your Files Here !/02 - Course Data and Code Download/001 Course Data & Code Download.html 375 B
~Get Your Files Here !/02 - Course Data and Code Download/Add-Basket-Table-Unit-Tests.ipynb 2.78 KB
~Get Your Files Here !/02 - Course Data and Code Download/Create-Basket-Fact-From-Functions.ipynb 5.45 KB
~Get Your Files Here !/02 - Course Data and Code Download/Create-Basket-Fact.ipynb 13.06 KB
~Get Your Files Here !/02 - Course Data and Code Download/Create-Basket-Table.ipynb 20.97 KB
~Get Your Files Here !/02 - Course Data and Code Download/Create-Item-Fact.ipynb 14.51 KB
~Get Your Files Here !/02 - Course Data and Code Download/Create-Offer-Dimension.ipynb 5 KB
~Get Your Files Here !/02 - Course Data and Code Download/Create-Product-Dim.ipynb 12.65 KB
~Get Your Files Here !/02 - Course Data and Code Download/Create-Store-Dim.ipynb 6.48 KB
~Get Your Files Here !/02 - Course Data and Code Download/Create-Test-Data.ipynb 12.71 KB
~Get Your Files Here !/02 - Course Data and Code Download/Dimension-Snapshot.ipynb 7.85 KB
~Get Your Files Here !/02 - Course Data and Code Download/Profiling.ipynb 30.9 KB
~Get Your Files Here !/02 - Course Data and Code Download/Refactor-Basket-Fact.ipynb 8.32 KB
~Get Your Files Here !/02 - Course Data and Code Download/Refactor-Item-Fact.ipynb 3.4 KB
~Get Your Files Here !/02 - Course Data and Code Download/Run-Item-Fact-Unit-Tests.ipynb 5.2 KB
~Get Your Files Here !/02 - Course Data and Code Download/SQL-Joins.ipynb 25.56 KB
~Get Your Files Here !/02 - Course Data and Code Download/SQL-Window-Functions.ipynb 20.9 KB
~Get Your Files Here !/02 - Course Data and Code Download/Schema-Queries.ipynb 7 KB
~Get Your Files Here !/02 - Course Data and Code Download/Transformations.ipynb 42.28 KB
~Get Your Files Here !/02 - Course Data and Code Download/common.py 202 B
~Get Your Files Here !/02 - Course Data and Code Download/create_item_fact.py 2.64 KB
~Get Your Files Here !/02 - Course Data and Code Download/create_offer_dimension.py 1.03 KB
~Get Your Files Here !/02 - Course Data and Code Download/jupyter-intro.ipynb 555 B
~Get Your Files Here !/02 - Course Data and Code Download/refactor_basket_fact.py 1.74 KB
~Get Your Files Here !/02 - Course Data and Code Download/source-data/Offer.csv 305 B
~Get Your Files Here !/02 - Course Data and Code Download/source-data/Product.csv 4.33 KB
~Get Your Files Here !/02 - Course Data and Code Download/source-data/Product_20210106.csv 4.66 KB
~Get Your Files Here !/02 - Course Data and Code Download/source-data/Product_20210107.csv 4.62 KB
~Get Your Files Here !/02 - Course Data and Code Download/source-data/Store.csv 3.7 KB
~Get Your Files Here !/02 - Course Data and Code Download/source-data/Store_20210106.csv 3.65 KB
~Get Your Files Here !/02 - Course Data and Code Download/source-data/Store_20210107.csv 3.7 KB
~Get Your Files Here !/02 - Course Data and Code Download/source-data/Transaction-sample.csv 1.81 MB
~Get Your Files Here !/02 - Course Data and Code Download/source-data/Transaction.csv 77.77 MB
~Get Your Files Here !/03 - Introduction to Data Profiling/001 Introduction to Data Profiling.mp4 41.32 MB
~Get Your Files Here !/03 - Introduction to Data Profiling/001 Introduction to Data Profiling_en.srt 10.15 KB
~Get Your Files Here !/03 - Introduction to Data Profiling/002 Example_ Data Profiling Using Power Query and Google Sheets.mp4 15.33 MB
~Get Your Files Here !/03 - Introduction to Data Profiling/002 Example_ Data Profiling Using Power Query and Google Sheets_en.srt 6.53 KB
~Get Your Files Here !/03 - Introduction to Data Profiling/003 Exercises_ Profiling Questions Against the Transactional Data.mp4 6.06 MB
~Get Your Files Here !/03 - Introduction to Data Profiling/003 Exercises_ Profiling Questions Against the Transactional Data_en.srt 1.4 KB
~Get Your Files Here !/03 - Introduction to Data Profiling/004 Solutions_ Profiling Questions Against the Transactional Data.mp4 17.22 MB
~Get Your Files Here !/03 - Introduction to Data Profiling/004 Solutions_ Profiling Questions Against the Transactional Data_en.srt 5 KB
~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/001 Introduction to Jupyter Notebooks.mp4 19.07 MB
~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/001 Introduction to Jupyter Notebooks_en.srt 5.46 KB
~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/002 Install Anaconda (for Jupyter).html 576 B
~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/003 Jupyter Notebook Basics.mp4 12.13 MB
~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/003 Jupyter Notebook Basics_en.srt 5.79 KB
~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/004 Python Basics.mp4 24.96 MB
~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/004 Python Basics_en.srt 11.31 KB
~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/external-assets-links.txt 91 B
~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/001 Further Data Profiling.mp4 59.37 MB
~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/001 Further Data Profiling_en.srt 13.06 KB
~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/002 Further Data Profiling Using a Jupyter Notebook.mp4 51.47 MB
~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/002 Further Data Profiling Using a Jupyter Notebook_en.srt 15.64 KB
~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/003 Data Mapping and Transformations.mp4 41.57 MB
~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/003 Data Mapping and Transformations_en.srt 9 KB
~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/004 Exercises_ Implement Further Transformations.mp4 5.65 MB
~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/004 Exercises_ Implement Further Transformations_en.srt 1.26 KB
~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/005 Solutions_ Implement Further Transformations.mp4 63.44 MB
~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/005 Solutions_ Implement Further Transformations_en.srt 16.71 KB
~Get Your Files Here !/06 - Development/001 Structured Query Language (SQL)_ Joins.mp4 72.71 MB
~Get Your Files Here !/06 - Development/001 Structured Query Language (SQL)_ Joins_en.srt 15.73 KB
~Get Your Files Here !/06 - Development/002 SQL_ Set Operators.mp4 35.74 MB
~Get Your Files Here !/06 - Development/002 SQL_ Set Operators_en.srt 8.49 KB
~Get Your Files Here !/06 - Development/003 SQL_ Aggregate Functions and Window Functions.mp4 42.64 MB
~Get Your Files Here !/06 - Development/003 SQL_ Aggregate Functions and Window Functions_en.srt 11.07 KB
~Get Your Files Here !/06 - Development/004 SQL Joins Using Pandas.mp4 31.89 MB
~Get Your Files Here !/06 - Development/004 SQL Joins Using Pandas_en.srt 8.95 KB
~Get Your Files Here !/06 - Development/005 Exercises_ SQL Grouping and Window Functions.mp4 6.2 MB
~Get Your Files Here !/06 - Development/005 Exercises_ SQL Grouping and Window Functions_en.srt 1.43 KB
~Get Your Files Here !/06 - Development/006 Solutions_ SQL Grouping and Window Functions.mp4 34.71 MB
~Get Your Files Here !/06 - Development/006 Solutions_ SQL Grouping and Window Functions_en.srt 9.12 KB
~Get Your Files Here !/07 - Data Modelling/001 Introduction to Data Modelling.mp4 42.6 MB
~Get Your Files Here !/07 - Data Modelling/001 Introduction to Data Modelling_en.srt 10.61 KB
~Get Your Files Here !/07 - Data Modelling/002 Exercise_ Create a Basket Table.mp4 5.08 MB
~Get Your Files Here !/07 - Data Modelling/002 Exercise_ Create a Basket Table_en.srt 958 B
~Get Your Files Here !/07 - Data Modelling/003 Solution_ Create a Basket Table.mp4 24.97 MB
~Get Your Files Here !/07 - Data Modelling/003 Solution_ Create a Basket Table_en.srt 6.64 KB
~Get Your Files Here !/07 - Data Modelling/004 Data Modelling.mp4 69.32 MB
~Get Your Files Here !/07 - Data Modelling/004 Data Modelling_en.srt 17.84 KB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/001 Data Solution Design Part 1.mp4 41.47 MB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/001 Data Solution Design Part 1_en.srt 10.42 KB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/002 Example_ Create the Item Fact Table.mp4 22.74 MB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/002 Example_ Create the Item Fact Table_en.srt 6.35 KB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/003 Exercise_ Dimension Tables.mp4 7.68 MB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/003 Exercise_ Dimension Tables_en.srt 1.68 KB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/004 Solution_ Dimension Tables Exercise.mp4 20.98 MB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/004 Solution_ Dimension Tables Exercise_en.srt 5.37 KB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/005 Data Solution Design Part 2.mp4 64.45 MB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/005 Data Solution Design Part 2_en.srt 14.21 KB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/006 Exercises_ Star Schema Joins.mp4 11.51 MB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/006 Exercises_ Star Schema Joins_en.srt 3.17 KB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/007 Solutions_ Star Schema Joins.mp4 61.76 MB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/007 Solutions_ Star Schema Joins_en.srt 10.05 KB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/008 Example_ Dimension Snapshots.mp4 16.99 MB
~Get Your Files Here !/08 - Data Solution Design (Data Only)/008 Example_ Dimension Snapshots_en.srt 5.03 KB
~Get Your Files Here !/09 - Software Design/001 Program Design Principles.mp4 57.14 MB
~Get Your Files Here !/09 - Software Design/001 Program Design Principles_en.srt 14.28 KB
~Get Your Files Here !/09 - Software Design/002 Example_ Structuring Code.mp4 58.99 MB
~Get Your Files Here !/09 - Software Design/002 Example_ Structuring Code_en.srt 8.78 KB
~Get Your Files Here !/09 - Software Design/003 Optional_ Data Migration and Historical Data.mp4 98.65 MB
~Get Your Files Here !/09 - Software Design/003 Optional_ Data Migration and Historical Data_en.srt 20.33 KB
~Get Your Files Here !/10 - Testing and Troubleshooting/001 Data Troubleshooting and Unit Testing.mp4 79.85 MB
~Get Your Files Here !/10 - Testing and Troubleshooting/001 Data Troubleshooting and Unit Testing_en.srt 18.51 KB
~Get Your Files Here !/10 - Testing and Troubleshooting/002 Example_ Create Test Data.mp4 15.61 MB
~Get Your Files Here !/10 - Testing and Troubleshooting/002 Example_ Create Test Data_en.srt 3.7 KB
~Get Your Files Here !/10 - Testing and Troubleshooting/003 Example_ Add Unit Tests.mp4 26.68 MB
~Get Your Files Here !/10 - Testing and Troubleshooting/003 Example_ Add Unit Tests_en.srt 4.75 KB
~Get Your Files Here !/10 - Testing and Troubleshooting/004 Optional Exercise_ Add Further Unit Tests.mp4 3.12 MB
~Get Your Files Here !/10 - Testing and Troubleshooting/004 Optional Exercise_ Add Further Unit Tests_en.srt 721 B
~Get Your Files Here !/10 - Testing and Troubleshooting/005 Data Validation and Reconciliation.mp4 72.21 MB
~Get Your Files Here !/10 - Testing and Troubleshooting/005 Data Validation and Reconciliation_en.srt 16.01 KB
~Get Your Files Here !/11 - Implementing Changes/001 Implementing Changes.mp4 36.73 MB
~Get Your Files Here !/11 - Implementing Changes/001 Implementing Changes_en.srt 8.36 KB
~Get Your Files Here !/11 - Implementing Changes/002 Exercise_ Implement an Offer Dimension.mp4 8.66 MB
~Get Your Files Here !/11 - Implementing Changes/002 Exercise_ Implement an Offer Dimension_en.srt 1.62 KB
~Get Your Files Here !/11 - Implementing Changes/003 Solution_ Implement an Offer Dimension.mp4 58.27 MB
~Get Your Files Here !/11 - Implementing Changes/003 Solution_ Implement an Offer Dimension_en.srt 10.43 KB
~Get Your Files Here !/12 - Wrap Up/001 Congratulations_.mp4 4.91 MB
~Get Your Files Here !/12 - Wrap Up/001 Congratulations__en.srt 1.82 KB
~Get Your Files Here !/Bonus Resources.txt 357 B
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