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.
Signature-Guided Data Augmentation method solves data deficit for ML diagnostics of asynchronous motors. 99% accuracy without real breakdowns. Learn how to implement in production.
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.
Comparison of ML Courses at Eduson Academy: PRO vs Basic, Data Scientist, generative AI. Practical projects, technology stack, recommendations for developers.
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.