STATISTICS AND LINEAR REGRESSION|MULTIPLE REGRESSION|STATISTICAL DISTRIBUTIONS|DATA ANALYSIS|PROG

This module introduces fundamental statistics concepts. It is taught using examples and case studies relevant to cultural heritage, but it provides data...

Statistics for Heritage Science (BENV0139)

This module introduces fundamental statistics concepts. It is taught using examples and case studies relevant to cultural heritage, but it provides data analysis skills that are transferable to any other field. The module welcomes students with any background. By design, it can be followed with little pre-existing knowledge of statistics.

The module prepares you for the further study of statistical data science. It begins with a review of data typologies and finishes with multivariate regression. In between, you will learn probability, statistical distributions, the fundamentals of inference and linear regression. The module also helps you develop two skills: programming and linear algebra. It is taught using the statistical package “R”, with exercises that increase gradually in complexity. It also includes introductory lectures on mathematical notation and algebra.

STATISTICS AND LINEAR REGRESSION|DECISION TREES|CLASSIFICATION AND REGRESSION 2 MACHINE LEARNING|A

Learning from Data

Detour – Parameter Estimation

Regression – a form of supervised learning

Linear Models

Error and Model...

Statistics for Energy Analytics (BENV0094)

Learning from Data

Detour – Parameter Estimation

Regression – a form of supervised learning

Linear Models

Error and Model Estimation

OLS

Model evaluation

Aims:

This module considers the range of building services common in modern buildings and helps develop an understanding of the basic function of these...

Building Services Engineering I (BCPM0065)

Algorithms|Data Structures|Logic and Algorithms|Sorting Algorithms|Complexity Theory|Complexity

Enrolment in this module is restricted to students on specific programs of study or to those who have already completed specific modules, as detailed in the...