Category
Zoology
Related lectures (124)
Understanding Generative Models of Protein Sequences
Explores a unified framework for understanding and evaluating generative sequence models of DNA/RNA or Protein, covering topics like coevolution, conservation, and different models such as GREMLIN and BERT.
Introduction to Machine Learning
Covers the basics of machine learning for physicists and chemists, focusing on image classification and dataset labeling.
Distributed Intelligent Systems: Division of Labor and Multi-Robot Coordination
Explores division of labor in natural systems, multi-robot coordination, and the challenges of uncertainty in market-based algorithms.
Homotopy Coherent Groups and Quasi-Categories
Covers the characterization of trivial Kan fibrations and the importance of homotopy coherent groups.
Intersection of a Line and a Plane: Special Cases
Covers the intersection of a line and a plane, focusing on special cases.
Preclinical Animal Models: Selection & Rationale
Explores the selection and rationale of preclinical animal models in drug development, emphasizing the 10 to 15-year path to a marketed small-molecule drug.
Linear Regression and Gradient Descent
Covers linear regression, gradient descent, overfitting, and ridge regression among other concepts.
Machine Learning for Physicists/Chemists: Image Classification
Covers the fundamentals of machine learning for physicists and chemists, focusing on image classification tasks using artificial intelligence.
Parental Investment and Kinship Conflicts
Discusses parental investment, paternal involvement, altruism, kinship conflicts, and genetic relatedness in families.
The Three Domains of Life
Explores the three domains of life, metabolic processes, genetic diversity acquisition, and the human microbiome.