Directional selection

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Thermal Bridges in Building Design

Explores the impact of materials and construction techniques on heat transfer in buildings.

Linear Models: Least Squares

Explores linear models, least squares, Gaussian vectors, and model selection methods.

Specification Testing and Machine Learning

Explores specification testing, machine learning, overfitting, regularization, prediction tests, and variable selection.

Product Design & System Engineering: Introduction

Covers the design of systems as products, emphasizing relevance and functionality, hands-on practice, and essential skills development.

Genetic Transmission in Drosophila

Explains genetic transmission in Drosophila, focusing on eye color and wing length.

Introduction to Rhino Surfaces and Meshes

Introduces working with surfaces, polysurfaces, and solids in Rhino, covering rendering, material editing, and mesh creation.

Gene Expression: Introduction and Data Analysis

Covers gene expression data quantification, genome analysis, and large-scale studies.

Other regularizations + the Lasso

Explores diverse regularization approaches, including the L0 quasi-norm and the Lasso method, discussing variable selection and efficient algorithms for optimization.

Biocomposites: Materials, Properties, Applications

Explores the use of biocomposites in various applications, focusing on materials, properties, and manufacturing processes.

Relational Algebra

Introduces relational query languages, focusing on algebra operators and query optimization.