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Emphasizes the critical importance of understanding statistics to avoid errors in research and decision-making, using motivating examples and practical exercises.
Fundamental Limits of Gradient-Based Learning
Delves into the fundamental limits of gradient-based learning on neural networks, covering topics such as binomial theorem, exponential series, and moment-generating functions.
Complex Analysis: Cauchy Integral Formula
Explores the Cauchy integral formula in complex analysis and its applications in evaluating complex integrals.
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Covers the purpose and anatomy of the cardiovascular system, including the heart, blood vessels, and lymphatic vessels.
Small Molecule Drugs: Cardiovascular Diseases
Explores the molecular basis and treatment of cardiovascular diseases, focusing on atherosclerosis, hypertension, and drug therapies.
Cardiovascular Regulation: Microcirculation and Blood Flow Control
Explores microcirculation control, blood flow regulation, and cardiovascular adaptation to exercise.
Spectral Estimation Methods
Explores parametric spectrum estimation methods, including line and smooth spectra, and delves into heart rate variability analysis.
Cardiovascular Regulation: Microcirculation and Blood Flow Control
Explores the control and regulation of the cardiovascular system, focusing on microcirculation and blood flow mechanisms.
Cardiovascular System: Introduction
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