Software Design for Data Science

سرفصل های دوره

Fundamental Programming principles for Developing Data Analysis applications

1 - Introduction

1 - Overview of course contents

2 - Analysis on principles

2 - Details about running Python models

3 - 1-the-most-important-command-part1.rar

3 - The most important command if name main part1

4 - 2-the-most-important-command-part2.rar

4 - The most important command if namemain part2

4 - analysis.zip

5 - 3-why-jupyter-isnt-best-for-large-models.rar

5 - Why Jupyter Notebook isnt really good for large models

3 - Python Loggers and Annotation

6 - Logging module Detailed analysis of how to create a logger

6 - analysis.zip

6 - logger.rar

7 - The Logger in action Passing it over to filesclassesfunctions

7 - my-learning.rar

8 - Adding graphics inside logging messages running special cases theory

8 - detailed logging documentation.zip

8 - extra logging documentation.zip

8 - extra unicode symbols.zip

8 - logging handlers.zip

8 - new unicode symbols.zip

8 - unicode graphics.zip

8 - with-logging-module.rar

9 - How Python hints annotations are used

9 - extra resource on type hints.zip

9 - the package needed for annotations.zip

10 - Python annotations and custom types stepbystep

10 - analysis.zip

11 - Function annotations Optional parameters Union Optional Any Sequence

11 - resources on the annotation type any.zip

11 - resources on the annotation type union.zip

12 - Using Callable and Generic Types Calling staticmethods using custom types

13 - Always conduct Static Code Analysis Which Python Checker to use

4 - The Single Responsibility Principle for Efficient Software Design

14 - The Single Responsibility Principle Part I

14 - analysis.zip

14 - part-1.rar

15 - The Single Responsibility Principle Part II

15 - part-2.rar

16 - The Single Responsibility Principle Part III

16 - part-3.rar

17 - The Single Responsibility Principle Part IV

17 - part-4.rar

5 - Bonus

18 - Discount-Coupons-october-2022.pdf

18 - Extras.html

18 - my personal website with great offers for you.zip

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تولید کننده: Udemy-Training