Search Articles — Sudonull

https://sudonull.com/testing-ml-systems-challenges-methods-and-best-practices-for-qa

Learn how to test machine learning: from metrics analysis to regression. Practical tips for QA specialists and developers.

https://sudonull.com/ml-courses-2026-top-for-junior

Choose a machine learning course to start in IT. Comparison of 6 programs: prices, durations, Python/PyTorch skills, MLOps. Salaries from 130k rub. Start learning and enter the profession.

https://sudonull.com/ml-ids-with-suricata-training-models-for-cybersecurity

Explore how Suricata IDS can be used for labeling datasets and training machine learning models for intrusion detection systems (ML IDS), improving the effectiveness of protection against cyberattacks in real networks.

https://sudonull.com/ml-in-trading-why-it-doesn-t-predict-prices

Learn why neural networks don't forecast the stock market, but solve tasks of signal filtering and order execution. Practical tips on ML for algo traders. Avoid errors in data and tests.

https://sudonull.com/diversity-of-errors-beats-quality-in-ml-ensembles

Learn why weak models in ensembles give MAE 8.5 vs 9.5 strong ones. Experiment on time series, selection recommendations. For ML specialists.

https://ymaho.com/ema-approved-jascayd-the-first-drug-for-the-treatment-of-pulmonary-fibrosis

EMA has approved for the first time Jascayd (nerandomilast) for the treatment of idiopathic and progressive pulmonary fibrosis. Advantage of 68.8 mL, mortality reduction of 43%. Learn about the breakthrough in pulmonology.