Resources

Daphne
Library / Package / Framework Free

Daphne is an ASGI server written in Python that allows Django applications to handle real-time communication via HTTP, HTTP2, and WebSockets, commonly used with Django Channels. Built on Twisted, it bridges web clients and Django, supporting deployments with reverse proxies for scalable, bidirectional interactions, enabling features like chat and live updates.

Transformers
Transformers
Library / Package / Framework Free and paid options available

Hugging Face Transformers provides pre-trained, state-of-the-art machine learning models for diverse tasks like NLP, computer vision, and audio, enabling quick implementation without extensive training. With multi-framework support and export options, it promotes flexibility and efficient deployment, accelerating model development across various modalities.

Gunicorn
Gunicorn
Library / Package / Framework Free

Gunicorn is a Python WSGI HTTP server ideal for deploying synchronous web applications like Django and Flask, leveraging a pre-fork worker model for scalability and performance. It's easy to configure and often paired with reverse proxies like Nginx for enhanced performance and load balancing, offering various worker types to optimize application needs.

PyTorch
PyTorch
Library / Package / Framework Free

PyTorch is a user-friendly, open-source machine learning library, primarily developed by Facebook, that provides a dynamic platform for building and experimenting with deep learning models in areas like NLP and computer vision, leveraging GPU acceleration for efficient tensor computations. Its dynamic computational graph and high-level APIs, alongside strong community support, make it a popular choice for researchers and developers seeking flexibility and rapid prototyping in AI.

Official Django Documentation
Official Django Documentation
Documentation Optional donations

Django is a powerful Python web framework that simplifies building complex web applications by providing ready-to-use tools like an ORM, templating engine, and admin interface. Its documentation offers step-by-step tutorials for beginners and in-depth guides for advanced developers, covering everything from basic setup to performance optimization and security.

Uvicorn
Uvicorn
Library / Package / Framework Free

Uvicorn is a high-performance, asynchronous Python ASGI server built for modern web applications using frameworks like FastAPI and Starlette, offering superior speed and efficiency compared to traditional WSGI servers. It supports WebSockets, HTTP/2, and is commonly used with Gunicorn in production for multi-process scaling and easy integration with reverse proxies.

TestDriven.io Courses
TestDriven.io Courses
Website Paid

TestDriven.io offers a comprehensive, hands-on platform that teaches developers of all levels how to build robust web applications using Test-Driven Development (TDD) and modern technologies like Python, React, and AWS. Students gain practical experience through expert-led tutorials, community support, and real-world examples, enabling them to immediately apply their skills and build high-quality, testable code.

The Quick Python Book

The Quick Python Book, Fourth Edition is the definitive guide to the Python language, written by Python authority and former Chair of the Python Software Foundation Board or Directors Naomi Ceder. With the personal touch of a skilled teacher, Naomi beautifully balances details of the language with the insights and advice you need to handle any task. You’ll learn skills you can turn to doing almost anything with Python—from analyzing data, to writing scripts, and even developing software. Plus, quick-check questions, end-of-chapter labs, and a final case study all help consolidate your knowledge.

Polars
Polars
Library / Package / Framework Free

Polars is a high-performance, open-source data manipulation library written in Rust that utilizes multi-threading and vectorized processing to enable fast and efficient data wrangling. Its user-friendly API, Apache Arrow integration, and out-of-core capabilities simplify complex tasks while optimizing performance on both small and large datasets.

Django Paddle Subscriptions
Django Paddle Subscriptions
Library / Package / Framework Paid

Django Paddle Subscriptions is a Django app streamlining SaaS subscription management, simplifying international tax compliance and billing through Paddle's platform. This €400 solution saves developers significant time and effort compared to building a system from scratch, offering a customizable and secure platform for scaling global SaaS businesses.

Django GDPR Cookie Consent
Django GDPR Cookie Consent
Library / Package / Framework Paid

Django GDPR Cookie Consent is a cost-effective, ready-to-use Django app ensuring GDPR cookie compliance, offering easy setup, customizable design, and comprehensive functionality without recurring costs or domain limitations. It saves developers time and money compared to building a solution in-house or using expensive third-party services.

Python Tools for Scientists: An Introduction to Using Anaconda, JupyterLab, and Python's Scientific Libraries

An introduction to the Python programming language and its most popular tools for scientists, engineers, students, and anyone who wants to use Python for research, simulations, and collaboration.

Kaggle
Kaggle
Website Free

Kaggle is a leading platform for data science competitions, where users tackle real-world challenges, share datasets, and build predictive models in a collaborative environment. Now under Google, Kaggle offers a rich progression system and resources that connect and support millions of data scientists worldwide.

Unlearning SQL
Unlearning SQL
Book Paid

Some folks naturally think in SQL. This book leverages the SQL design patterns to create Python code without the overheads of a database.

Design Patterns in Python

Refactoring.Guru is a resource for developers to learn and implement design patterns, proven solutions to common software design problems, offering a catalog of 22 classic patterns explained with Python examples. The site details the intent, usage, and benefits of each pattern, helping developers improve software architecture and build more efficient, scalable systems.

Impractical Python Projects: Playful Programming Activities to Make You Smarter

Impractical Python Projects is a collection of fun and educational projects designed to entertain programmers while enhancing their Python skills. It picks up where the complete beginner books leave off, expanding on existing concepts and introducing new tools you'll use daily. And to keep things interesting, each project includes a zany twist featuring historical incidents, pop culture references, and literary allusions.

TensorFlow
TensorFlow
Library / Package / Framework Free

TensorFlow is a versatile, open-source machine learning library developed by Google, offering tools and features for building and deploying AI models across diverse platforms. Its comprehensive ecosystem supports tasks like neural network training and natural language processing, empowering developers to create scalable AI-driven solutions with high-level APIs and specialized components for mobile and web deployment.

Dead Simple Python
Dead Simple Python
Book Paid

Dead Simple Python is a thorough introduction to every feature of the Python language for programmers who are impatient to write production code. Instead of revisiting elementary computer science topics, you’ll dive deep into idiomatic Python patterns so you can write professional Python programs in no time.

Hypercorn
Hypercorn
Library / Package / Framework Free

Hypercorn is a versatile Python ASGI/WSGI server, inspired by Gunicorn and built on Quart, offering flexible deployment options with support for multiple worker types and modern protocols like HTTP/3 and QUIC. It excels in handling WebSockets, HTTP/2, and long-lived connections, making it a powerful choice for real-time web applications and seamlessly integrates with reverse proxies for production environments.

Black
Black
Tool Free

Black is a Python code formatter that enforces consistent, PEP 8-compliant formatting, allowing developers to focus on coding rather than style. By automating code formatting, it saves time and improves efficiency with minimal configuration required.

uv
uv
Tool Free

uv is a lightning-fast Python package and project manager, written in Rust, that replaces tools like pip and poetry while offering 10-100x speed improvements. It supports multiple Python versions and advanced project management, providing a flexible, high-performance solution for developers.

The Hitchhiker’s Guide to Python!

"The Hitchhiker’s Guide to Python!" is a comprehensive resource for intermediate to advanced Python developers, covering best practices for writing, structuring, and deploying Python code. It provides practical guidance on web development, automation, data science, and more, making it ideal for those looking to improve their skills and grow professionally.

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