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[ FreeCourseWeb com ] Udemy - Writing production-ready ETL pipelines in Python - Pandas
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01 Introduction
001 Course Introduction.en.srt
001 Course Introduction.mp4
002 Links.pdf
002 Task Description.en.srt
002 Task Description.mp4
003 Production Environment.en.srt
003 Production Environment.mp4
003 production_environment.pdf
004 Task Steps.en.srt
004 Task Steps.mp4
004 task_steps.pdf
02 Quick and Dirty Solution
001 Why to use a virtual environment_.en.srt
001 Why to use a virtual environment_.mp4
002 Virtual Environment Setup.en.srt
002 Virtual Environment Setup.mp4
003 AWS Setup.en.srt
003 AWS Setup.mp4
004 Understanding the source data.en.srt
004 Understanding the source data.mp4
005 Quick and Dirty_ Read multiple files.en.srt
005 Quick and Dirty_ Read multiple files.mp4
005 why_to_use_a_virtual_environment.pdf
006 Quick and Dirty_ Transformations.en.srt
006 Quick and Dirty_ Transformations.mp4
006 links.pdf
007 Quick and Dirty_ Argument Date.en.srt
007 Quick and Dirty_ Argument Date.mp4
008 Quick and Dirty_ Save to S3.en.srt
008 Quick and Dirty_ Save to S3.mp4
008 accessing_the_xetra_data.ipynb
009 Quick and Dirty_ Code Improvements.en.srt
009 Quick and Dirty_ Code Improvements.mp4
010 quick and dirty transformations.ipynb
011 Quick and dirty solution - argument date.ipynb
012 quick and dirty solution - save to s3.ipynb
013 quick and dirty - improvements.ipynb
03 Functional Approach
001 Why a code design is needed_.en.srt
001 Why a code design is needed_.mp4
002 Functional vs. Object Oriented Programming.en.srt
002 Functional vs. Object Oriented Programming.mp4
003 Why Software Testing_.en.srt
003 Why Software Testing_.mp4
004 Quick and Dirty to Functions_ Architecture Design.en.srt
004 Quick and Dirty to Functions_ Architecture Design.mp4
005 Quick and Dirty to Functions_ Restructure Part 1.en.srt
005 Quick and Dirty to Functions_ Restructure Part 1.mp4
006 Quick and Dirty to Functions_ Restructure Part 2.en.srt
006 Quick and Dirty to Functions_ Restructure Part 2.mp4
007 Restructure get_objects Intro.en.srt
007 Restructure get_objects Intro.mp4
008 Restructure get_objects Implementation.en.srt
008 Restructure get_objects Implementation.mp4
015 functional_vs_oop.pdf
015 links.pdf
016 why_software_testing.pdf
019 quick and dirty solution - functional.ipynb
020 restructure_get_objects.pdf
021 quick and dirty solution - restructure get objects.ipynb
04 Object Oriented Approach
001 Design Principles OOP.en.srt
001 Design Principles OOP.mp4
002 More Requirements - Configuration, Meta Data, Logging, Exceptions, Entrypoint.en.srt
002 More Requirements - Configuration, Meta Data, Logging, Exceptions, Entrypoint.mp4
003 Meta Data_ return_date_list Quick and Dirty.en.srt
003 Meta Data_ return_date_list Quick and Dirty.mp4
004 Meta Data_ return_date_list Function.en.srt
004 Meta Data_ return_date_list Function.mp4
005 Meta Data_ update_meta_file.en.srt
005 Meta Data_ update_meta_file.mp4
006 Code Design - Class design, methods, attributes, arguments.en.srt
006 Code Design - Class design, methods, attributes, arguments.mp4
007 Comparison Functional Programming and OOP.en.srt
007 Comparison Functional Programming and OOP.mp4
022 design_principles_oop.pdf
023 morge_requirements.pdf
024 meta get_date_list quick_and_dirty.ipynb
024 meta_file.csv
025 meta_file.csv
025 quick and dirty solution - return_date_list function.ipynb
026 meta file update_meta_file.ipynb
026 meta_file.csv
027 code_design.pdf
027 links.pdf
05 Setup and Class Frame Implementation
001 Setting up Git Repository.en.srt
001 Setting up Git Repository.mp4
002 Setting up Python Project - Folder Structure.en.srt
002 Setting up Python Project - Folder Structure.mp4
003 Installation Visual Studio Code.en.srt
003 Installation Visual Studio Code.mp4
004 Setting up class frame - Task Description.en.srt
004 Setting up class frame - Task Description.mp4
005 Setting up class frame - Solution S3.en.srt
005 Setting up class frame - Solution S3.mp4
006 Setting up class frame - Solution meta_process.en.srt
006 Setting up class frame - Solution meta_process.mp4
007 Setting up class frame - Solution constants.en.srt
007 Setting up class frame - Solution constants.mp4
008 Setting up class frame - Solution custom_exceptions.en.srt
008 Setting up class frame - Solution custom_exceptions.mp4
009 Setting up class frame - Solution xetra_transformer.en.srt
009 Setting up class frame - Solution xetra_transformer.mp4
010 Setting up class frame - Solution run.en.srt
010 Setting up class frame - Solution run.mp4
011 Logging in Python - Intro.en.srt
011 Logging in Python - Intro.mp4
012 Logging in Python - Implementation.en.srt
012 Logging in Python - Implementation.mp4
013 Create Pythonpath.en.srt
013 Create Pythonpath.mp4
014 Python Clean Coding.en.srt
014 Python Clean Coding.mp4
029 links.pdf
030 links.pdf
032 links.pdf
033 s3.py
034 meta_process.py
035 constants.py
036 custom_exceptions.py
037 xetra_transformer.py
038 run.py
039 links.pdf
039 logging_in_python.pdf
040 run.py
040 s3.py
040 xetra_report1_config.yml
040 xetra_transformer.py
041 links.pdf
042 links.pdf
042 python_clean_coding.pdf
06 Code Implementation
001 list_files_in_prefix - Thoughts.en.srt
001 list_files_in_prefix - Thoughts.mp4
002 list_files_in_prefix - Implementation.en.srt
002 list_files_in_prefix - Implementation.mp4
003 list_files_in_prefix - Linting Intro.mp4
004 list_files_in_prefix - Pylint.en.srt
004 list_files_in_prefix - Pylint.mp4
005 list_files_in_prefix - Unit Testing Intro.en.srt
005 list_files_in_prefix - Unit Testing Intro.mp4
006 list_files_in_prefix - Unit Test Specification.en.srt
006 list_files_in_prefix - Unit Test Specification.mp4
007 list_files_in_prefix - Unit Test Implementation 1.en.srt
007 list_files_in_prefix - Unit Test Implementation 1.mp4
008 list_files_in_prefix - Unit Test Implementation 2.en.srt
008 list_files_in_prefix - Unit Test Implementation 2.mp4
009 Task Description - Writing Methods.en.srt
009 Task Description - Writing Methods.mp4
010 Solution - read_csv_to_df - Implementation.en.srt
010 Solution - read_csv_to_df - Implementation.mp4
011 Solution - read_csv_to_df - Unit Test Implementation.en.srt
011 Solution - read_csv_to_df - Unit Test Implementation.mp4
012 Solution - write_df_to_s3 - Implementation.en.srt
012 Solution - write_df_to_s3 - Implementation.mp4
013 Solution - write_df_to_s3 - Unit Test Implementation.en.srt
013 Solution - write_df_to_s3 - Unit Test Implementation.mp4
014 Solution - update_meta_file - Implementation.en.srt
014 Solution - update_meta_file - Implementation.mp4
015 Solution - update_meta_file - Unit Test Implementation.en.srt
015 Solution - update_meta_file - Unit Test Implementation.mp4
016 Solution - return_date_list - Implementation.en.srt
016 Solution - return_date_list - Implementation.mp4
017 Solution - return_date_list - Unit Test Implementation.en.srt
017 Solution - return_date_list - Unit Test Implementation.mp4
018 Solution - extract - Implementation.en.srt
018 Solution - extract - Implementation.mp4
019 Solution - extract - Unit Test Implementation.en.srt
019 Solution - extract - Unit Test Implementation.mp4
020 Solution - transform_report1 - Implementation.en.srt
020 Solution - transform_report1 - Implementation.mp4
021 Solution - transform_report1 - Unit Test Implementation.en.srt
021 Solution - transform_report1 - Unit Test Implementation.mp4
022 Solution - load - Implementation.en.srt
022 Solution - load - Implementation.mp4
023 Solution - load - Unit Test Implementation.en.srt
023 Solution - load - Unit Test Implementation.mp4
024 Solution - etl_report1 - Implementation.en.srt
024 Solution - etl_report1 - Implementation.mp4
025 Solution - etl_report1 - Unit Test Implementation.en.srt
025 Solution - etl_report1 - Unit Test Implementation.mp4
026 Integration Tests - Intro.en.srt
026 Integration Tests - Intro.mp4
027 Integration Tests - Test Specification.en.srt
027 Integration Tests - Test Specification.mp4
028 Integration Tests - Implementation.en.srt
028 Integration Tests - Implementation.mp4
029 Entrypoint run - Implementation.en.srt
029 Entrypoint run - Implementation.mp4
044 s3.py
045 links.pdf
045 linter_intro.pdf
047 links.pdf
047 unit_testing_intro.pdf
048 Test_Specification.xlsx
049 test_s3.py
051 constants.py
051 custom_exceptions.py
051 meta_process.py
051 s3.py
051 test_meta_process.py
051 test_s3.py
051 test_xetra_transformer.py
051 xetra_transformer.py
068 integration_test_intro.pdf
069 Test_Specification.xlsx
070 test_int_xetra_transformer.py
071 run.py
071 xetra_report1_config.yaml
07 Finalizing the ETL Job
001 Dependency Management - Intro.en.srt
001 Dependency Management - Intro.mp4
002 pipenv Implementation.en.srt
002 pipenv Implementation.mp4
003 Profiling and Timing - Intro.en.srt
003 Profiling and Timing - Intro.mp4
004 Mem-Profiler.en.srt
004 Mem-Profiler.mp4
005 Dockerization.mp4
006 Run in Production Environment.en.srt
006 Run in Production Environment.mp4
072 dependency_management_intro.pdf
072 links.pdf
073 Pipfile
074 links.pdf
074 profiling_and_timing_intro.pdf
076 Dockerfile
077 cronwf-xetra-dag.yml
077 xetra-config.yml
077 xetra-secrets.yml
08 Summary
001 Summary.en.srt
001 Summary.mp4
Bonus Resources.txt
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