Inside CPython 3.11's New Specializing, Adaptive Interpreter
Explore Python 3.11's new specializing, adaptive interpreter, its self-optimizing techniques, and performance improvements, with insights on future enhancements and optimization challenges.
The ChatGPT Privacy Tango - Dancing with Data Security and Large Language Models
Explore balancing privacy and utility in AI language models, focusing on protecting sensitive data while maximizing ChatGPT's benefits. Learn about PII removal, secure enclaves, and privacy-aware LLM applications.
Breaking Away from the Empire - Avoiding the Evil Clutches of If-Then Statements
Learn to create a hyperspace navigation app using graphs in Python, replacing complex if-then statements for improved code readability and flexibility. Explore graph data structures and modeling techniques.
Flagging in the Backend - Shipping APIs with Flask and LaunchDarkly
Explore building backend APIs with Flask and implementing feature flags using LaunchDarkly to ship faster and safer. Learn hands-on examples and best practices for risk mitigation in API development.
Python Meets Heterogeneous Computing - An Exploration of Distributed Computations
Exploring distributed computations in Python across diverse hardware, addressing challenges and strategies for optimal performance in heterogeneous computing environments.
Python Profiling State of the World
Explore various open-source Python profiling technologies, their tradeoffs, and visualization methods like flow charts, call trees, and flamegraphs in this hands-on workshop.
Breaking Boundaries - Advancements in High-Performance AI/ML through PyTorch's Python Compiler
Explore PyTorch's innovative Python compiler, designed to enhance AI/ML performance while maintaining Python roots. Learn about the development process, challenges, and significant performance improvements achieved.
Python & Bloomberg - An Open Source Duo
Bloomberg engineers discuss their engagement in Python's open source ecosystem and introduce new troubleshooting tools, showcasing the company's contributions to the Python community.
Fixing Legacy Code, One Pull Request at a Time
Modernize legacy Flask applications using code quality tools and best practices. Learn to set up workflows that reduce technical debt and ensure sustainable codebases over time.
Joyful Django DX with PyCharm
Explore how PyCharm enhances Django development with advanced tooling, improving navigation, refactoring, and testing. Learn to boost productivity and create a joyful development experience for fullstack and API web projects.
Building LLM-based Agents - How to Develop Smart NLP-Driven Apps with Haystack
Explore building LLM-based agents with Haystack, connecting them to tools and knowledge bases for smart NLP-driven applications. Learn practical use cases and code examples for developing agent-driven solutions.
How to Build Stunning Data Science Web Applications in Python
Create stunning Data Science web apps with Taipy, a low-code Python package. Learn to build interactive AI applications using Taipy Core, GUI, and Studio for efficient data exploration and pipeline execution.
Modern, Typed Python for Multimodal ML - From Training to Deployment
Explore the benefits of Python type hints in machine learning, from improving code quality to organizing multimodal data and bridging the gap between training and deployment.
Using Python to Power Serverless Applications
Explore best practices for building serverless solutions with Python, focusing on API calls, streaming data, and ML inference. Learn techniques for production-grade systems with observability.
Accelerate Your Workflow from Local Python Prototype to the Cloud
Streamline Python app deployment from local to cloud with CLI templates. Scaffold, provision, deploy, monitor, and set up CI/CD pipeline efficiently, saving time on infrastructure setup and configuration.
Developing on Google Cloud with Python and DataFrames
Explore Google Cloud's enhanced Python experience for building applications, pipelines, and analytics, focusing on BigQuery integration and DataFrame support for impactful business solutions.
Build Yourself a PyScript
Explore PyScript and Pyodide for Python in the browser, covering key technical issues, architecture, and evolving concepts for web app development using WebAssembly Python.
How Python is Behind the Science of the James Webb Space Telescope
Explore how Python powers the James Webb Space Telescope's groundbreaking infrared astronomy, from data reduction pipelines to analysis tools, enabling revolutionary cosmic discoveries.
How to Monitor and Troubleshoot Applications Using OpenTelemetry
Explore OpenTelemetry for efficient application monitoring and troubleshooting. Learn to detect issues, track performance, and enhance observability in cloud-based environments using this open-source protocol.
Building NumPy Arrays from CSV Files, Faster than Pandas
Efficient CSV parsing and conversion to NumPy arrays with full dtype support and optional type discovery, outperforming Pandas for various DataFrame shapes and heterogeneity.
Cross-Server Data Joins on Slow Networks with Python
Efficient techniques for querying and joining data across distant machines using Python, addressing slow network transfers and large datasets that exceed local memory.