Inside Airbnb - Visualizing Data That Includes Geographic Locations
Aprende a visualizar datos geográficos utilizando herramientas como Bokeh, Holoviews y Datashader. Explora técnicas para representar información de Airbnb en mapas interactivos y dashboards dinámicos.
PyPy Meets Python 3 and Numpy
Explore PyPy's advancements in supporting Python 3.x and scientific computing with Numpy, offering improved performance and expanded application domains for Python developers.
Plone - Where Is It Today and Where Is It Going
Explore Plone CMS's current state and future direction, focusing on its robust security features, customization capabilities, and upcoming enhancements in version 5.1 and beyond.
Lessons Learned in X Years of Parallel Programming
Insights and practical examples on advanced parallel programming in Python, covering performance, debugging, and useful libraries for both enterprise and scientific applications.
Deep Learning Your Broadband Network at Home
Automate internet speed tests, log data, and analyze time series using Python. Learn data mining, visualization, and anomaly detection techniques like ARIMA and LSTM for broadband network performance.
Overcoming Cognitive Bias
Explore cognitive biases in tech, their impact on the Python community, and strategies for overcoming them to foster inclusivity and innovation.
From an Old-School Data Managing Company to Data Analytics with Python
Exploring the transition to Python-based data analytics for project communication management, focusing on clustering, event detection, and network analysis to enhance project and risk management.
Scientific Computing Using Cython - Best of Both Worlds!
Explore Cython for scientific computing, combining Python-like syntax with C speed. Learn to build native extensions, use static typing, and integrate with C code for optimal performance.
Pythonist View on Microservices & Containerization
Explore microservices and containerization in Python, covering implementation, advantages, Docker usage, CI/CD approaches, and trade-offs for loosely coupled system design and deployment.
Introduction to TensorFlow
Aprende los conceptos básicos de deep learning y TensorFlow, desde la instalación hasta la creación de redes neuronales, a través de ejemplos prácticos y visualizaciones amigables.
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.
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.
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.
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.
Hacking Reinforcement Learning
Explore innovative algorithms for generating high-quality samples in reinforcement learning environments, achieving superhuman performance with linear time complexity and good scalability.
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.
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.
Pythonic Code vs Performance
Explore the beauty of idiomatic Python and its performance implications. Learn to write elegant, Pythonic code while understanding its impact on CPU and memory usage.
Recipe for Text Analysis in Social Media
Explore text analysis in social media using Naïve Bayes classifiers, sentiment analysis, and linguistic information. Learn about opinion lexicons and supervised vs unsupervised learning approaches.