Updated CPU Requirements for Linux and Recommendations for Windows
Anaconda is updating the minimum CPU requirements for Linux x86-64 packages to improve performance. We also recommend that Windows x86-64 users verify their systems support x86-64-v2 for reliable package compatibility. What’s Changing Starting May 1, 2026, Anaconda will begin transitioning the linux-64 platform to require processors that support the x86-64-v2 microarchitecture level as the baseline. […]
Data Modeling: Best Practices for Scalable Python Workflows
A customer churn model crashes in production when it encounters unexpected null values in a revenue field that never appeared in training data. The model performed beautifully in notebooks, but when deployed, the pipeline can’t handle the bad data. Features that worked locally fail in production, and team members can’t reproduce results. After days of […]