Learn Python Programming - Full Course for Beginners - Part 2 [2019]
Watch this Python tutorial for absolute beginners to learn Python programming from scratch. Includes full exercises and projects.
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Link for notes and datasets: https://github.com/sshumiye/Notes
⭐️⭐ Topics Included in Part 2 ⭐⭐
While Loops
While Loops break and continue
While loops infinite loops
Exercises for While Loops
Functions intro
Functions Print VS Return
Function Examples
Function Keyword and Default arguments
Function Non Keyword Variable length arguments
Function Keyword Variable length argument
Function Lambda functions
Exercises on functions
OOP - Object Oriented Programming
OOP - objects and classes
OOP - Class Attributes
OOP - Intro to classes
OOP - Methods
OOP - Doc Strings
OOP - Inheritance and Overriding
OOP - Multiple Inheritance
Exercises on OOP
Errors and Exceptions - intro
Errors and Exceptions - try and except
Errors and Exceptions - try, except and else
Errors and Exceptions - try, except and finally
Errors and Exceptions - try, except, else and finally
Errors and Exceptions - raising your own exceptions
Errors and Exceptions - exercises
Project
Files - file name and path
Files - os module
Files - reading and writing files
Files - copying and moving files
Built in functions - map, reduce, filter
Built in functions - all, any, zip and enumerate
What can we do with Python?
Web Development- ranging from simple to complex web applications, one can use Flask or Django frameworks.
Data Analysis- so many awesome libraries like Seaborn, Mathplotlib, Numpy and Pandas for data analysis and visualization.
Machine Learning- you name it! Predicting house price, predicting income, voice recogniztion, advertisement, movie recommendation, fraud detection, etc can be implemented using machine learning algorithms in Python.
Raspberry Pi and Computer Vision- face detection (OpenCV library), automation, robots.
Game Development – Pygame
Automating repetitive tasks – save tons of time.
Web Scraping- grab data from a given website.
Develop desktop apps
Browser automation – Selenium Webdriver
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