Hybrid Quantum-Classical Machine Learning using Qiskit
Explore hybrid quantum-classical machine learning with Qiskit for text classification and sentiment analysis, combining quantum circuits and classical models.
SPy: Static Python Language - Fast as C, Pythonic as Python
SPy: A statically typed Python variant aiming for C-like performance while preserving Pythonic feel. Leverages modern Python practices and typing for compile-time optimizations without sacrificing dynamic features.
Sync vs. Async in Python - Tools, Benchmarks, and ASGI/WSGI Explained
Explore synchronous and asynchronous Python programming, comparing tools like Uvicorn and uvloop, analyzing benchmarks, and understanding ASGI/WSGI servers for effective web development.
Open Source Industrial Control: Turning 2,800 Tons of Metal with Python and Flask
Discover how Python and Flask revolutionize hydropower generator maintenance, enhancing safety and efficiency in turning massive rotors with precision for the Bureau of Reclamation's operations.
Demystifying AsyncIO - Building Your Own Event Loop in Python
Explore AsyncIO's inner workings by building a custom event loop in Python, culminating in running a FastAPI application. Gain insights into core concepts and practical applications.
Measuring the Performance of CPython
Explore CPython's performance measurement techniques, benchmark suite, and continuous testing system. Learn about challenges in interpreter performance evaluation and apply insights to general software.
Extensible Python - Robustness Through Addition
Explore extensible Python coding techniques to create robust, maintainable software. Learn patterns for composable code, event-driven architectures, and pluggable systems to extend functionality without modifying existing code.
Hacking Import for Speed: Writing a GPU Accelerator for Pandas
Explore Python's import system hacking to accelerate pandas on GPU using cuDF. Learn Pythonic proxy patterns and dynamic features to boost performance without code changes.
Blockchain Roadmap and Its Future
Explore blockchain's evolution, applications, and future potential with insights from industry expert Kshitij Srivastava, covering key concepts and emerging trends in this transformative technology.
Standardization Stories - CSS Evolution and Browser Compatibility
Explore CSS standardization journey, from browser wars to modern layout techniques, with insights on compatibility, smart defaults, and the future of web design.
The Garden and The Treadmill - CSS Creativity and Modern Layout Techniques
Exploring CSS creativity: from Zen Garden to modern layout techniques. Discover how to prototype rapidly and unleash your design potential with current CSS features.
Start Over-Engineering Your CSS - Benefits and Techniques
Explore the benefits of embracing complexity in CSS solutions, deepening understanding and creating robust alternatives to simple approaches.
The "Other" C in CSS - Exploring Cascading Style Sheets
Explore the often-overlooked "Cascade" in CSS with Sara Soueidan, delving into its intricacies and impact on web development practices.
Practical LLM Fine-Tuning for Semantic Search
Explore fine-tuning LLMs for semantic search in specialized domains. Learn data requirements, training techniques, and practical insights to enhance search capabilities using open-source tools.
Scalable Data Pipelines for ML - Integrating Argo Workflows and dbt
Discover how to build scalable ML data pipelines by integrating Argo Workflows and dbt. Learn to handle large datasets, optimize infrastructure, and enhance ML project efficiency through robust ELT processes.
Infrastructure as Code for Deploying to Amazon ECS, EKS, and Lambda
Explore infrastructure-as-code deployment techniques for Amazon ECS, EKS, and Lambda, enhancing your cloud-native development skills and streamlining application deployment processes.
Longhorn: Cloud-Native Distributed Block Storage for Kubernetes - Episode 21
Explore Longhorn, a cloud-native distributed block storage solution for Kubernetes, and learn how it simplifies persistent storage management in containerized environments.
Top 10 Lessons Learned from Managing Kubernetes
Discover key insights and best practices for effectively managing Kubernetes clusters, drawn from real-world experiences and expert knowledge.
Kubernetes Policies Master Class
Master Kubernetes policies: security, compliance, and best practices for effective cluster management and governance.
DRA in KubeVirt - Overcoming Challenges and Implementing Changes
Explore challenges and solutions for implementing Device Resource Allocation in KubeVirt, enhancing virtual machine resource management in Kubernetes environments.
Cloud Native Live - Policy-Based Resource Optimization with Kyverno
Explore policy-based resource optimization using Kyverno for efficient Kubernetes cluster management and enhanced application performance.