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/engine-diagnostics-neural-network-99-accuracy
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.
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/machine-learning-courses-technical-overview-of-2026-programs
Comparison of ML Courses at Eduson Academy: PRO vs Basic, Data Scientist, generative AI. Practical projects, technology stack, recommendations for developers.
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://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.
Compare REST API vs GraphQL side-by-side. Learn which architecture fits your project with data on performance, caching, cost, and scalability. Make the right choice.
What is a vector database? Learn how vector databases power AI search, RAG, and recommendations. Discover key concepts and when to use them. Start here.
Learn how to use Terraform with AWS step by step. Master provider setup, state management, security, and production-grade deployments. Start building today.
Learn how Netflix scales its streaming infrastructure with AWS, Open Connect CDN, and chaos engineering. Discover the tech behind 270M subscribers and sub-100ms latency.
Google and Quantinuum have reached the threshold of scalable quantum error correction. Learn how this changes the future of quantum computing and who benefits from the breakthrough.
Learn how to monitor Kubernetes with Grafana and Prometheus using the kube-prometheus-stack. Step-by-step guide to deploy, connect, and visualize cluster metrics.
Learn how to use React hooks effectively with practical examples. Master useState, useEffect, useContext, and custom hooks in this complete guide for modern React.
Analysis of trends, hidden risks, and geopolitical implications of Top 10 Emerging Technologies 2026. Who benefits from new developments and who loses. Read the analytics.
Learn how to deploy LLM in production with this step-by-step guide. Covers model selection, Kubernetes deployment, vLLM, testing, and monitoring for reliable AI systems.
Google introduced Gemini Ultra 2.0 with a context of up to 10 million tokens, surpassing GPT-5. Learn about the breakthrough architecture, price of $0.0005, and impact on the AI market. Read the full analysis.