Speak Python with Devices
Explore controlling hardware devices with Python, expanding your skillset beyond data analysis and web development. Learn practical applications for IoT and infrastructure automation.
Writing and Scaling Collaborative Data Pipelines with Kedro
Discover how Kedro framework facilitates collaboration between data scientists and engineers, enabling scalable and sustainable data pipelines while balancing flexibility and stability.
Python Table Manners - Cut the Cookie Gracefully
Discover essential Python tools for efficient software engineering, covering dependency management, testing, style checks, task automation, and security. Enhance your development workflow with practical insights.
HTTP - 3 – Why Should I Care?
Explore HTTP/3 and QUIC protocol: advantages, disadvantages, and current implementations. Learn how this new technology improves performance, increases privacy, and may revolutionize web communication.
Probabilistic Forecasting with DeepAR and AWS SageMaker
Explore probabilistic forecasting with DeepAR, combining deep learning and time series analysis for accurate predictions with uncertainty estimates across multiple related datasets.
Python Memory Management 101
Explore Python's memory allocation, garbage collection, and reference counting. Learn to configure the gc module and implement best practices for efficient memory management.
Building Quantum Applications with D-Wave's Leap
Explore quantum application development using D-Wave's Leap 2 cloud service and Ocean SDK. Learn to code on quantum computers and discover early applications across various industries.
Why Transformers Work
Explore the inner workings of transformers in machine learning, their advantages over RNNs, and applications in NLP and dialogue handling, with live demos and clear explanations.
How to Sort Anything
Explore advanced sorting techniques in Python, from built-in functions to custom sorting methods. Learn to efficiently sort complex data structures and create sortable custom classes.
Everything You Know About MongoDB is Wrong
Debunking MongoDB myths: ACID compliance, transactions, schemas, security, and best practices for development. Insights into MongoDB's evolution and current capabilities.
Digital Transformation in the Fight Against Coronavirus
Explore how Goiás state in Brazil leveraged digital transformation and machine learning to enhance public services and information dissemination during the COVID-19 pandemic.
There's a Snake in the Birdhouse!
Discover strategies for introducing Python in non-Python workplaces, from initial steps to building a Pythonic culture. Learn from real experiences to successfully implement Python in your company.
The Phantom of Radon
Explore open-source Python library for image reconstruction in Axial Computed Tomography using Radon transforms. Learn about mathematical phantoms, sinograms, and reconstruction algorithms.
Building the Perfect Personalised Menu Using Python
Explore how Gousto uses Python for menu planning optimization and personalized recommendations, leveraging genetic algorithms and graph databases to enhance customer experience and operational efficiency.
30 Golden Rules of Deep Learning Performance
Discover 30 essential guidelines for optimizing deep learning models, enhancing performance, and achieving better results in AI and machine learning projects.
Advanced Infrastructure Management in Kubernetes Using Python
Explore automating Kubernetes infrastructure management using Python, focusing on creating a Celery Operator to streamline cluster setup, configuration, and autoscaling in production environments.
Building Reproducible Distributed Applications at Scale
Explore challenges and solutions for packaging Python code in distributed computing environments, focusing on shipping methods, pickling, self-contained executables, and real-world examples with PySpark and S3 storage.
Accessible Python Education for Schoolgirls Using Avocados, Zombies, and Korean
Innovative Python education for young girls using engaging themes, resulting in increased interest and confidence in coding and scientific computing.
Ensuring Data Integrity with Asynchronous Programming in a Cloud IoT Core
Explore AsyncIO for cloud IoT core development, focusing on data integrity and performance. Learn techniques for handling messages, managing connections, and ensuring accurate data in low-cost solutions.
Corona-Net
Explore Corona-Net: an open-source project for COVID-19 diagnosis and symptom segmentation using deep learning models like EfficientNet and U-Net on CT scans.
Automate Your Tasks with Python and Publish with Chat Apps
Automate tasks using Python scripts and integrate them with chat apps for easy access. Learn to create software robots that handle server diagnostics, incident response, API access, and analytical reporting.