Pandas - Not Just for Data Scientists
Discover how Pandas can enhance Python performance and overcome limitations, with practical examples for experienced developers beyond data science applications.
Space Weather Monitoring for a Virtual Reality Simulation
Explore a Python-based tool for monitoring space weather and forecasting radiation exposure for Mars missions, integrating real-time data and virtual reality simulations.
Physical Computing with Raspberry Pi and Python
Explore physical computing with Raspberry Pi and Python. Learn about GPIO pins, libraries, and hardware add-ons. Discover how to create interactive projects and leverage the Pi's capabilities for digital making and education.
Executing Scripts in a Few Milliseconds with MicroPython
Explore MicroPython's fast execution for time-sensitive commands, comparing it with other languages and demonstrating its practical application in shell scripting and command-line completion.
Lessons Learnt Building a Medical Chatbot in Python
Insights on building a medical chatbot using Python, covering architecture decisions, async programming, testing, clinical governance, and REST drawbacks. Reflects on the journey and benefits of Python.
Writing Awesome PyPI Packages in Python
Learn best practices for creating PyPI packages, including project structure, testing, configuration, and tools to enhance development and collaboration.
Graph Databases - Talking about your Data Relationships with Python
Explore graph databases for efficient data relationship management, focusing on Neo4J integration with Python and comparing it to relational databases and other graph solutions.
Practical Debugging - Tips, Tricks and Ways to Think
Practical tips and strategies for effective debugging in Python, covering various scenarios and tools to isolate, identify, and fix issues efficiently.
Replacing Passwords with Multiple Factors - Email, OTP, and Hardware Keys
Explore modern authentication methods beyond passwords, including email-based, one-time passwords, and hardware keys. Learn implementation strategies for enhanced security in Python web applications.
A Robotic Platform for Natural and Effective Human-Robot Interaction
Explore a Python-based humanoid robotic platform for natural human-robot interaction using speech, gestures, and facial expressions. Learn about its architecture, applications, and see a live demo.
Building a Full-Stack Web Application with Python, NPM, Webpack and React
Learn to build a full-stack web app using Python, NPM, Webpack, and React. Gain confidence in creating modern applications through a step-by-step walkthrough of the entire process.
Python on Windows is Okay, Actually
Discover how to create cross-platform Python libraries, debunk Windows myths, and learn best practices for enabling your projects to reach a wider audience of developers.
What's New in Python 3.7
Explore the exciting new features in Python 3.7, including Data Classes and Context Variables for asynchronous programming with asyncio, in this comprehensive overview.
Let's Embrace WebAssembly
Explore WebAssembly's potential in Python: compile functions to WASM for browser execution and use Python as a platform to run and bind WASM modules, enhancing performance and interoperability.
Adventures in Compatibility - Emulating CPython's C API in PyPy
Explore PyPy's emulation of CPython's C API, focusing on the cpyext layer that bridges implementation differences and enables compatibility with C extensions and Cython-based libraries.
Understanding and Implementing Recurrent Neural Networks Using Python
Explore Recurrent Neural Networks: their memory-retaining properties, applications in sequence data analysis, and implementation using Python and Keras. Learn about advanced concepts like BPTT and LSTMs.
Quantum Computing - A Very Gentle Glimpse into a Possible Future
Demystifying quantum computing: explore key concepts, potential applications, and Python's role in this emerging field. Gain insights into qubits, algorithms, and practical challenges.
How is Python Used in Biomolecular Sciences?
Explore Python's role in computational molecular biology, including tools and workflows for protein simulations and drug discovery. Learn about BioSimSpace, an open-source library simplifying complex biomolecular problem-solving.
Fuzzy Matching - Smart Way of Finding Similar Names Using Fuzzywuzzy
Explore fuzzy matching techniques for comparing string similarities, focusing on Levenshtein Distance and Fuzzywuzzy library functions. Learn practical applications for efficient name matching in data processing.
Python, Docker, Kubernetes, and Beyond
Journey through deploying Python applications: from standalone to Docker containers, and finally to Kubernetes. Learn about CI implementation, image storage, and efficient deployment using YAML and templating.
From Zero to Azure with Python, Docker Containers, and Visual Studio Code
Aprenda a criar e implantar aplicativos web Python no Azure usando Docker e Visual Studio Code. Explore notebooks Jupyter hospedados e armazenamento de dados com CosmosDB. Ideal para iniciantes em nuvem e contêineres.