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Advanced Python(2022) Details We All Must Pay Attention To!
TORRENT SUMMARY
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Most online courses on Python start teaching the very basics of Python and barely touch on the advanced topics, let alone the really difficult and complicated ones.
This course does touch on the more complicated topics of Python development.
Python development involves understanding some key topics such as what a metaclass is, what metaclass inheritance is about, how to construct loggers and properly use annotations, how to build classes in a more meaningful way , how to use Polymorphism in Python and many more.
Knowing these details can empower you towards developing Python software, whether this software is for Data Analysis, or whether it is a full-blown Machine Learning model, or an Optimization model, a Forecasting model, etc.
There is NO other such course anywhere online covering so clearly fuzzy topics such as Metaclass Inheritance! Nobody dares to touch upon them…
You will never need to google-search again to find answers on some difficult , complicated Python topics !
The great majority of courses on Python are related to Data Analysis and Machine Learning, including Artificial Intelligence. However, these algorithms may yield WRONG results if the underlying Python model that has been developed is inefficiently constructed. And most data scientists do not know how these Python development concepts really work, and as a result, they cannot properly test/check the model.
For example, many AI models on Python have metaclass inheritance built-in; and in many cases, these metaclasses are not properly constructed. As a result, they may yield errors that propagate in a very insidious way into the final results, which are wrongly deemed correct.
In conclusion, trust me- you really need this course if you want to make a difference as a Python developer, a Data Scientist, a Data Architect/ Engineer, a software engineer, etc.
Who this course is for:
Anyone who wants to master Python
Anyone who wants to gain an understanding of topics that confuse even the most experienced Developers
Anyone who wants to confidently grasp really difficult and frequently overlooked concepts on Python
Requirements
As a requirement, you need to know some basic Python. But the more you know, the better.
You need to have installed a very recent version of Python (3.8 + )
We work on Jupyter Notebook and on PyCharm. You need to have installed both, as well as Anaconda Navigator
Last Updated 2/2022
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/1. Introduction/1. Introduction.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/1. Introduction/1.1 slides.pptx
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/2. In-depth Object Oriented Programming/1. Remember everything is an object and connects to the type class.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/2. In-depth Object Oriented Programming/1.1 A simple description of the type class.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/2. In-depth Object Oriented Programming/1.2 type.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/2. In-depth Object Oriented Programming/2. Use Inheritance correctly on Python.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/2. In-depth Object Oriented Programming/2.1 inheritance.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/2. In-depth Object Oriented Programming/2.2 More examples on inheritance.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/2. In-depth Object Oriented Programming/3. Remember a class can also be created using a string, a tuple and a dictionary.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/2. In-depth Object Oriented Programming/3.1 Defining a class in two ways.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/1. Understand the power of a Metaclass and how it differs from a Superclass.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/1.1 An example with Metaclasses for changing the number of parameters needed on instantiation.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/1.2 metaclasses.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/1.3 More examples on Metaclasses.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/2. A deep dive into Metaclasses changing the structure of classes.mp4
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/2. A deep dive into Metaclasses changing the structure of classes.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/2.1 metaclasses_part2.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/3. Metaclass instantiation, Metaclass inheritance, Meta-instance inheritance.mp4
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/3. Metaclass instantiation, Metaclass inheritance, Meta-instance inheritance.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/3.1 Metaclass inheritance and instantiation.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/4. Inspect and verify class relations.mp4
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/4. Inspect and verify class relations.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/3. The power of Metaclasses and Metaclass inheritance/4.1 Metaclass and inheritance analysis .ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/4. Some overlooked yet important functions/1. Why you should use a defaultdict over a regular dictionary.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/4. Some overlooked yet important functions/1.1 defaultdict.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/4. Some overlooked yet important functions/2. Comfortably make time-conversions via the function timedelta.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/4. Some overlooked yet important functions/2.1 timedelta.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/5. Details about running Python models/1. The most important command if __name __ = main() (part1).srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/5. Details about running Python models/1.1 first_module.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/5. Details about running Python models/1.2 first_module.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/5. Details about running Python models/1.3 second_module.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/5. Details about running Python models/2. The most important command if __name__==main() (part2).srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/5. Details about running Python models/2.1 module2.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/5. Details about running Python models/2.2 primary.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/5. Details about running Python models/3. Why Jupyter Notebook isn't really good for large models.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/5. Details about running Python models/3.1 growth_rate.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/5. Details about running Python models/3.2 model.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/5. Details about running Python models/3.3 utils.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/1. key differences between iterators and iterables.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/1.1 iterators and iterables.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/2. When to actually use @classmethod and @staticmethod..srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/2.1 @staticmethod @classmethod.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/3. How Class and instance variables behave with @classmethod, @staticmethod.mp4
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/3. How Class and instance variables behave with @classmethod, @staticmethod.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/3.1 @staticmethod @classmethod class instance vars.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/4. How classinstance variables and static methods behave in derived classes.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/4.1 static and class methods in inheritance.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/5. The most frequent use of the @property decorator.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/5.1 @ property decorator.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/6. In-depth analysis of getter, setter, deleter functions via @property.mp4
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/6. In-depth analysis of getter, setter, deleter functions via @property.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/6. Class instantiation and iterables/6.1 @property decorator (part 2).ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/1. Logging module Detailed analysis of how to create a logger..srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/1.1 logger.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/2. The Logger in action. Passing it over to filesclassesfunctions.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/2.1 demlog.log
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/2.2 logger.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/2.3 main.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/2.4 work.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/3. Adding graphics inside logging messages, running special cases, & theory.mp4
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/3. Adding graphics inside logging messages, running special cases, & theory.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/3.1 Detailed logging documentation.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/3.10 work.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/3.2 Extra logging documentation.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/3.3 Extra Unicode symbols.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/3.4 logger.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/3.5 Logging handlers.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/3.6 main.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/3.7 mylog.log
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/3.8 New unicode symbols.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/3.9 Unicode graphics.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/4. How Python hints & annotations are used.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/4.1 Extra resource on type hints.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/4.2 The package needed for annotations.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/4.3 typing and optional.ipynb
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/5. Python annotations and custom types, step-by-step.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/5.1 logger.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/5.2 main.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/5.3 work.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/6. #13c. Function annotations. Optional parameters. Union, Optional, Any, Sequence.mp4
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/6. #13c. Function annotations. Optional parameters. Union, Optional, Any, Sequence.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/6.1 main.py
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/6.2 Resources on the Annotation type Any.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/6.3 Resources on the annotation type Union.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/7. #13d. Using Callable and Genetic Types. Calling staticmethods using custom types.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/7.1 my_learning.rar
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/7.2 Resources on Callable.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/7.3 Resources on TypeVar.html
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/8. #13e. Always conduct Static Code Analysis. Which Python Checker to use.srt
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[TutsNode.com] - Advanced Python(2022) Details we all must pay attention to!/7. Python Loggers and Annotation/8.1 Resources on the Static Code Analysis tool.html
