What you’ll learn
- Understanding Python syntax, variables, and data types
- Working with numbers, strings, lists, dictionaries, tuples, sets, and Booleans
- Performing input/output operations with files
- Mastering comparison and logical operators
- Using loops (for, while) and conditional statements (if-else)
- Implementing list comprehensions
- Writing functions with arguments, keyword arguments, and variable scope
- Understanding classes, objects, and attributes
- Implementing inheritance and polymorphism
- Using magic methods (dunder methods) in Python
- Handling exceptions with try-except blocks
- Writing unit tests using the unittest library
- Debugging code effectively
- Installing and using external packages with pip
- Understanding the __name__ == ‘__main__’ construct
- Implementing Python decorators and generators
- Reading and writing text, JSON, and binary files
- Managing directories and files with Python’s OS module
- Performing advanced file-handling techniques
- Extracting data from web pages using BeautifulSoup and Scrapy
- Downloading images and processing HTML data
- Automating web tasks
- Basic image processing using Pillow
- Advanced image processing with OpenCV
- Implementing face detection and real-time image recognition
- Setting up a logging system
- Creating custom loggers and handlers
- Implementing log rotation and advanced filtering
- Developing Python applications through milestone projects
- Implementing Web Scraping and Data Analysis
- Creating a Task Management System
- Designing an Advanced Logging and Data Streaming System
- Developing an Email Automation System
- Building an Image Processing and Filtering App
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