Python Learning Plan
Introduction to Python
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Video: Python Basics (15:28)
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Course: Python For Everybody
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Material: Python Docs Tutorial
Data Types and Control Structures
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Video: Python Data Types (14:34)
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Course: Learn Python for Beginners
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Material: Python Control Structures
Functions and Modules
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Video: Python Functions (21:47)
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Course: Python Functions
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Material: Python Modules
Object-Oriented Programming
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Video: Object-Oriented Programming (53:05)
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Course: OOP in Python
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Material: Python Classes and Objects
File Handling and RegEx
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Video: Reading and Writing to Files (24:33)
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Course: Python Regular Expressions
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Material: Python File I/O
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Material: Python Regular Expressions
Debugging and Testing
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Video: Debugging in Python (14:02)
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Course: Testing with PyTest
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Material: Python Debugger
Error Handling and Exceptions
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Video: Python Exceptions (10:33)
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Course: Python Exception Handling
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Material: Python Errors and Exceptions
Decorators and Generators
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Video: Python Decorators (30:27)
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Course: Python Generators
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Material: Python Decorators
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Material: Python Generators
Standard Library and Modules
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Video: Python Standard Library (21:56)
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Course: Python Standard Library
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Material: Python Standard Library
Virtual Environments
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Video: Virtual Environments in Python (15:52)
Intro to Web Development
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Video: Python Web Development (21:16)
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Course: Web Development with Python
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Material: Python Web Development
Flask Web Framework
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Video: Flask Tutorial (17:08)
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Course: Flask Web Development
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Material: Flask Documentation
Django Web Framework
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Video: Django Web Framework (8:10)
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Course: Django for Beginners
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Material: Django Documentation
RESTful Web Services
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Video: RESTful Services with Flask (15:20)
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Course: Python and Flask for Beginners
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Material: Flask-RESTful Documentation
Web Scraping with Python
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Video: Web Scraping with BeautifulSoup (33:30)
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Course: Web Scraping in Python
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Material: Web Scraping Tutorial
Data Visualization
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Video: Data Visualization with Matplotlib (1:31:40)
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Course: Data Visualization with Matplotlib
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Material: Matplotlib Documentation
Data Analysis with Pandas
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Video: Data Analysis with Pandas (10:07)
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Course: Data Manipulation with Pandas
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Material: Pandas Documentation
Machine Learning with Python
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Video: Machine Learning with Python (49:42)
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Course: Machine Learning with Python
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Material: Scikit-Learn Documentation
Deep Learning with Python
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Video: Deep Learning with Python (11:20)
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Course: Deep Learning with Python
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Material: TensorFlow Documentation
Natural Language Processing
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Video: Natural Language Processing (1:51:02)
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Course: Natural Language Processing
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Material: NLTK Documentation
Advanced Python Concepts
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Video: Argument Parsing (15:51)
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Course: Intermediate Python
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Material: Python Enhancement Proposals
Concurrency and Parallelism
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Video: Concurrency and Parallelism (46:49)
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Course: Python Concurrency
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Material: Threading and Multiprocessing
GUI Programming
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Video: Python GUI Programming (1:05:13)
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Course: Python Programming using Tkinter
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Material: Tkinter Documentation
Python in Industry
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Video: How Netflix Uses Python (8:47)
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Material: Real Python Applications
Big Data and Cloud
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Video: Big Data Analytics (37:03)
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Course: Big Data with PySpark
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Material: PySpark Documentation
See on Github