Data Processing Fundamentals: Writing smarter python code with classes ? ( Part 3a/4)
Prodramp
Knowing python programming with its application into data processing is one of the most demanding aspect of Python programming language and this video is here to assist you.
- Part 0: Course Introduction (https://www.youtube.com/watch?v=0aw2aFxDmxM)
- Part 1: Data Loading, Reading, and value based Filtering (https://youtu.be/660nOAR2vOM)
- Part 2: Data Filtering by Type with Inline coding (https://youtu.be/uJES3DLg5ss)
- Part 3 (a/b): Writing Smart Python code through classes
- Part 3a - https://youtu.be/7A6VZYuIKAU
- Part 3b - https://youtu.be/4heu1splH64
- Part 4 (a/b): Adding Dynamic GUI to Python Data Application
- Part 4a (https://youtu.be/pEO9c2HLGNE)
- Part 4b (https://youtu.be/2kqwIF14AV8)
Content covered in this video will be located in the following GitHub repo:
ā¬ā¬ā¬ā¬ā¬ā¬ ā° TUTORIAL TIME STAMPS ā° ā¬ā¬ā¬ā¬ā¬ā¬
- (00:00) Video Starts
- (00:28) What is covered?
- (02:41) Code review
- (03:30) Create DatasetSelector Class
- (06:30) Adding methods to class
- (12:50) Instantiate class object
- (16:05) Adding Scikit-learn support
- (19:00) Create DatasetManager class
- (20:45) Adding Method to Class
- (22:30) Instantiate 2nd class object
- (25:55) Scikit-learn dataset loading
- (30:00) Sample Size Error
Connect
- Prodramp LLC (@prodramp)
- Website - https://prodramp.com
- LinkedIn - https://www.linkedin.com/company/prod...
- GitHub- https://github.com/prodramp/
- AngelList - https://angel.co/company/prodramp
- Facebook - https://www.facebook.com/Prodramp
Content Creator: Avkash Chauhan (@avkashchauhan)
Tags: #python #pandas #dataengineering #dataprocessing #deeplearning #seaborn #scikitlearn ... https://www.youtube.com/watch?v=7A6VZYuIKAU
2022-10-11
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