CodeStips

Libraries & Frameworks

Plotly: Interactive Visualizations

Libraries & Frameworks

Plotly is a Python library for creating interactive, web-based charts and visualizations, ideal for dynamic data exploration and storytelling.

Pydub for Audio Processing

Libraries & Frameworks

Pydub is a Python library that makes audio processing easy with minimal code. No advanced signal processing knowledge required.

Pygame: Creating Games in Python

Libraries & Frameworks

Pygame makes game development accessible with Python, enabling beginners and enthusiasts to create arcade games, simulations, and interactive graphics.

Python Libraries for Machine Learning Projects

Libraries & Frameworks

Pandas and NumPy are essential Python libraries for data manipulation in machine learning. They provide the foundation for preparing and handling data before model building.

Redis Integration for Caching

Libraries & Frameworks

Boost Python app performance and scalability with Redis caching. Learn how this in-memory data store reduces load times and database queries for faster, more efficient applications.

REST APIs with FastAPI

Libraries & Frameworks

FastAPI is a modern, high-performance Python framework for building APIs with automatic documentation, leveraging Pydantic for validation and Starlette for web handling, making it fast and developer-friendly.

scikit-learn: Introduction to Machine Learning

Libraries & Frameworks

Start your machine learning journey in Python with scikit-learn. Learn core concepts and build intelligent systems with practical code examples.

Selenium for Browser Automation

Libraries & Frameworks

Selenium automates web browsers for testing or scraping, simulating user actions like clicking and form filling. Set it up in Python to control browsers programmatically.

Testing REST APIs with HTTPX

Libraries & Frameworks

Leverage HTTPX for thorough REST API testing in Python, ensuring endpoints behave correctly, handle errors, and perform well under various conditions.

Using Faker Library for Dummy Data

Libraries & Frameworks

Faker is a Python library for generating realistic fake data like names, addresses, and text, useful for testing and development when real data isn't available.