Learn Python Programming - Full Course for Beginners [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:
Basics of Python
Hello World
Code Editors
Variables
variable declarations
First Program in Python
Data Types
Variables
Indentation
Single line comments
Multi-line comments
Basic arithmetic Division
Operator Precedence
Numbers & operators
Strings & string functions
Dictionaries
Dictionary functions
Tuples
Iterables
Conditions (if and else)
Nested if/else-statements,
Elif-statements
Logical operators
For-loops
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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