Related lectures (31)
Naive Bayes Classifier
Introduces the Naive Bayes classifier, covering independence assumptions, conditional probabilities, and applications in document classification and medical diagnosis.
Post-Translational Modifications and Folding in the ER
Explores post-translational modifications and folding processes in the endoplasmic reticulum, using examples like the influenza virus and protein misfolding diseases.
Holomorphic Functions: Taylor Series Expansion
Covers the basic properties of holomorphic maps and Taylor series expansions in complex analysis.
Differential Forms Integration
Covers the integration of differential forms on smooth manifolds, including the concepts of closed and exact forms.
Regularity of Weak Solutions
Explores elliptic PDEs, weak solutions, regularity, and strong solutions, with a focus on classical solutions and proof techniques.
Emerging Infectious Diseases: Global Health Challenges
Explores the definition of health, global health challenges, leading causes of death, emerging infectious diseases, and specific pathogens.
Calculus: Derivatives and Integrals
Covers the fundamentals of calculus, focusing on derivatives and integrals.
Viral Taxonomy: RNA Viruses
Covers the taxonomy of RNA viruses, entry routes, influenza virus replication, and paramyxovirus pathogenesis.
Metric Tensor: Definition
Explores the definition and properties of the metric tensor, enabling control of geometric quantities and lengths.
Branching Processes: Networks, Genealogy, Avalanche
Explores branching processes in networks, genealogy, and avalanche of activity, discussing cluster size distribution in MF percolation.

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