"Learn to visualize quasar redshift data by building an interactive marimo dashboard using Polars, pandas, and Matplotlib. You'll practice retrieving, cleaning, and displaying data in your notebook. You'll also build interactive UI components that live-update visualizations in the notebook. REAL PYTHON course Faker: Generate Realistic Test Data in Python If you want to generate test data with specific types (bool, float, text, integers) and realistic characteristics (names, addresses, colors, emails, phone numbers, locations) Faker can help you do that."
"Level up Your AI Development Level up your AI with proven patterns for durability, retries, and reliability. Temporal's AI Cookbook gives you the recipes to go from prototype to production TEMPORALsponsor The Future of Python Web Services Looks GIL-free This is another free-threaded Python 3.14 bench-marking article, but this time instead of being toy calculating problems, the measurements emulate how web frameworks work."
An interactive marimo dashboard demonstrates visualization of quasar redshift data using Polars, pandas, and Matplotlib, including data retrieval, cleaning, and live-updating UI components. Faker generates realistic test data with specific types and characteristics such as names, addresses, colors, emails, phone numbers, and locations. Temporal's AI Cookbook provides patterns for durability, retries, and reliability to move AI systems from prototype to production. Benchmarking of Python 3.14 shows GIL-free, free-threaded behavior emulating web frameworks. PEP 679 proposes new assert syntax with parentheses but faced rejection. Django 6.0 reaches Beta 1. Pytest fixtures guidance and a critique of async Django are also highlighted, along with Python job listings.
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