Get familiar with Python's advanced concepts, applications, modules, and web scraping techniques.
2.
An Intro to Argument Parsing Using argparse
3 Lessons
Look at using argparse for processing command-line arguments, adding arguments, and handling conflicting options.
3.
The Collections Module
7 Lessons
Examine the specialized container datatypes in Python’s collections module for enhanced functionality.
4.
Context Managers
4 Lessons
Grasp the fundamentals of context managers, contextlib, ExitStack, and reentrant context managers in Python.
5.
The Functools Module
5 Lessons
Dig deeper into Python's functools module for enhanced function manipulation and efficiency.
6.
All About Imports
6 Lessons
Tackle advanced import techniques to improve code organization and efficiency in Python.
7.
The importlib Module
6 Lessons
Master the steps to use the importlib module for dynamic imports and custom loaders.
8.
Iterators and Generators
4 Lessons
Learn how to use iterators and generators in Python for efficient data processing.
9.
The Itertools Module
7 Lessons
Get started with Python's itertools module to enhance iterators and data manipulation.
10.
Regular Expressions
8 Lessons
Go hands-on with advanced regex concepts, from matching characters to compilation techniques.
Mini Project: Password Checker
Project
11.
The Typing Module
2 Lessons
Break down complex ideas on Python's typing module and type hints.
12.
Python Built-ins
5 Lessons
Deepen your knowledge of Python built-ins for efficient and secure coding.
See how it works: Unicode enhances string handling in Python 3 resolving encoding complexities.
Build on benchmarking techniques using `timeit`, profiling, memory_profiler, and profilehooks for performance analysis.
15.
Encryption and Cryptography
5 Lessons
Step through Python's hashing, key derivation, and cryptographic operations with libraries like PyCryptodome.
Walk through advanced database interactions in Python using SQL, ODBC, MySQL, PostgreSQL, ORMs, and MongoDB.
Mini Project: Encryption, Decryption, and Database
Project
17.
The Super Built-in
4 Lessons
Examine the super built-in function, class inheritance improvements, and Method Resolution Order (MRO).
Break down the steps to manage and customize attribute access using descriptors.
Deepen your knowledge of Python scope, including local, global, and nonlocal variables.
Simplify complex topics of web scraping, data extraction, BeautifulSoup usage, and Scrapy framework.
Master the steps to interacting with Twitter, Reddit, Wikipedia, and other APIs using Python.
22.
Working with FTP
2 Lessons
Learn how to use Python's ftplib for FTP file transfers, secure connections, and managing directories.
23.
The urllib Module
5 Lessons
Look at Python's urllib module for URL handling, fetching, parsing, and accessing URL permissions.
24.
The doctest Module
5 Lessons
Examine the doctest module's use for validating code with docstring examples and option flags.
25.
The unittest Module
8 Lessons
Break down complex ideas of Python's unittest module for effective, automated testing.
Solve problems in using Python's mock module to simulate interactions and prevent side effects.
27.
An Intro to coverage.py
2 Lessons
Investigate measuring test coverage and generating reports with coverage.py tool.
28.
The asyncio Module
7 Lessons
Master the steps to leveraging asyncio for asynchronous programming, using coroutines, async/await, and task scheduling.
29.
The Threading Module
6 Lessons
Learn how to use Python's threading module for multitasking, synchronization, and thread communication.
30.
The Multiprocessing Module
5 Lessons
Get started with Python's multiprocessing for parallel execution, process control, and communication.
31.
The concurrent.futures Module
3 Lessons
Work your way through using Python’s concurrent.futures for asynchronous execution and avoid deadlocks.
Mini Project: Wikipedia and Coroutine
Project
Grasp the fundamentals of advanced Python concepts and solidify your learning.