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Linear Algebra for Computer Science 📓 Read @datascienceiot
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Updated 2204-page PDF Mathematics ebook: "Algebra, Topology, Differential Calculus, and Optimization Theory For Computer Science and Machine Learning" Find it here: https://cis.upenn.edu/~jean/gbooks/geomath.html
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Understanding Machine Learning: From Theory to Algorithms — фундаментальная книга по математическим основам машинного обучения. Внутри: empirical risk minimization и переобучение PAC learning и uniform convergence VC dimension и No-Free-Lunch theorem bias–complexity tradeoff линейные модели, boosting и AdaBoost выбор модели и валидация выпуклая оптимизация, регуляризация и устойчивость Книга вы
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Game Theory: http://arxiv.org/abs/1512.06808 ————— #GameTheory #Gamification #Mathematics #Statistics #Probability @datascienceiot
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Linear Algebra for Computer Science 📓 Read @datascienceiot
"Patterns, Predictions, and Actions: A Story About Machine Learning" 📓 Read @datascienceiot
Сложный индустриальный ML, работа с генеративными подсказками, уровни дообучения и агентский Cotype — на E-CODE 2026 трек ML&DS снова впечатляет. Программа ещё пополняется. Но уже сейчас понятно, что успевшая заслужить высокоранговую слав…
Andrej Karpathy just dropped 12-page PDF on "Graph Engineering" for multi-agentic systems the shift: Karpathy's loop runs 700 experiments and forgets all of them. A graph remembers forever here's the full system: step 1 → build one loop…
Updated 2204-page PDF Mathematics ebook: "Algebra, Topology, Differential Calculus, and Optimization Theory For Computer Science and Machine Learning" Find it here: https://cis.upenn.edu/~jean/gbooks/geomath.html
Understanding Machine Learning: From Theory to Algorithms — фундаментальная книга по математическим основам машинного обучения. Внутри: empirical risk minimization и переобучение PAC learning и uniform convergence VC dimension и No-Free-…
🔥 Хочешь быстрее расти в IT? Хватит учиться в одиночку В IT прокачивается тот, кто каждый день видит сильные идеи, новые инструменты, реальные задачи, вакансии и разборы. Окружение решает больше, чем кажется. Собрал папки и каналы, где …
Galois Theory of Algorithms Noson S. Yanofsky∗ 📓 Read @datascienceiot
SQL и Python есть: что часто отсекает на собеседовании Классика вакансий на аналитика: SQL и Python на уровне «уверенно», статистика — «понимание методов A/B-тестирования и работы с большими выборками». Первые две галочки ставятся спокойн…
Applied Causal Inference Powered by Machine Learning and AI 📓 Read @datascienceiot
Game Theory: http://arxiv.org/abs/1512.06808 ————— #GameTheory #Gamification #Mathematics #Statistics #Probability @datascienceiot
he Little Book of Generative AI Foundations: An Intuitive Mathematical Primer 📓 Read @datascienceiot
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