Python
Python
6 topics
1
Python Fundamentals and Setup
Setting Up Your Python Environment
Writing and Executing Your First Python Script
Working with Variables and Basic Data Types
Performing Basic Operations
Getting User Input
Understanding Lists: Your First Data Structure
Introduction to Dictionaries for Key-Value Data
Exploring Tuples and Sets
Practice Questions
2
Control Flow and Functions
Making Decisions with `if`, `elif`, and `else`
Repeating Actions with `for` Loops
Iterating with `while` Loops
Defining and Calling Functions
Understanding Variable Scope
Working with Arguments: *args and **kwargs
Lambda Functions for Short, Anonymous Functions
Handling Errors with `try` and `except`
Practice Questions
3
Object-Oriented Programming in Python
Understanding Classes and Objects
Implementing Inheritance
Understanding Encapsulation
Leveraging Polymorphism
Working with Special (Dunder) Methods
Using Static and Class Methods
Exploring Data Classes for Concise Classes
Composition vs. Inheritance
Practice Questions
4
Modules, Packages, and File I/O
Creating and Importing Modules
Organizing Code with Packages
Reading from Text Files
Writing to Text Files
Working with JSON Data
Working with CSV Files
Navigating the File System with `os` and `pathlib`
Practice Questions
5
Advanced Python Concepts
Writing Generators and Generator Expressions
Understanding Decorators
Context Managers and the `with` Statement
Harnessing Concurrency with `asyncio`
Parallelism with Multiprocessing
Metaprogramming with Metaclasses
Interacting with C Code using `ctypes`
Python's Data Model and Magic Methods
Practice Questions
6
Python Tooling and Best Practices
Code Formatting and Linting
Testing Your Code with `pytest`
Documenting Your Code
Managing Dependencies and Packaging
Debugging and Profiling
Python's Type Hinting System
Design Patterns in Python
Practice Questions
Setting Up Your Python Environment Introduction to Python Installation Verifying the Installation Understanding the Python Interpreter Introduction to pip: The Package Installer The Importance of Virtual Environments Creating and Activating a Virtual Environment Managing Dependencies with requirements.txt Choosing a Code Editor or IDE Configuring Your Editor for Python Common Setup Pitfalls
Writing and Executing Your First Python Script Introduction to Python Scripts The print() Function Understanding Python Syntax and Indentation What are Comments and Why Use Them Executing a Script from the Command Line Anatomy of a 'Hello, World!' Program Common First-Time Errors Shebang Line for Unix-like Systems Understanding Script Execution Flow Using the Interactive REPL vs. Script Files
Working with Variables and Basic Data Types Introduction to Variables Understanding Python's Dynamic Typing Integers and Floats for Numeric Data Strings for Textual Data Booleans for True/False Values The None Type Checking a Variable's Type with type() Type Casting: Converting Between Types Variable Naming Conventions (PEP 8) Common Mistakes with Variables
Performing Basic Operations Introduction to Operators Arithmetic Operators String Concatenation and Repetition Assignment Operators Comparison Operators Logical Operators (and, or, not) Operator Precedence Type Compatibility in Operations Working with f-Strings for Output Formatting Practical Example: Simple Calculator
Getting User Input Introduction to the input() Function How input() Works Storing User Input in a Variable The input() Return Type is Always a String Converting Input to Numbers Handling Potential ValueError Creating a Simple Interactive Program Providing Clear Prompts Reading Multiple Inputs Real-World Use Cases
Understanding Lists: Your First Data Structure Introduction to Lists Creating a List Accessing Elements by Index Negative Indexing Modifying List Elements Adding Elements to a List Removing Elements from a List Finding the Length of a List Lists Can Hold Mixed Data Types Common IndexError
Introduction to Dictionaries for Key-Value Data Introduction to Dictionaries Creating a Dictionary Accessing Values Using Keys Using the get() Method for Safer Access Modifying and Adding Key-Value Pairs Removing Key-Value Pairs Dictionary Keys and Values Checking for Key Existence Nesting Dictionaries and Lists When to Use a Dictionary vs. a List
Exploring Tuples and Sets Introduction to Tuples Creating and Using Tuples Tuple Unpacking When to Use a Tuple Instead of a List Introduction to Sets Creating and Modifying Sets The Power of Uniqueness in Sets Set Operations: Union, Intersection, and Difference When to Use a Set Comparing Lists, Tuples, Dictionaries, and Sets
In this topic
1
Setting Up Your Python Environment
2
Writing and Executing Your First Python Script
3
Working with Variables and Basic Data Types
4
Performing Basic Operations
5
Getting User Input
6
Understanding Lists: Your First Data Structure
7
Introduction to Dictionaries for Key-Value Data
8
Exploring Tuples and Sets
Practice Questions
5 questions