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M.Sc. in Data Science and Machine Learning


2 SEM
English
Yes
University College London
,
Gower St, Bloomsbury, London WC1E 6BT
About
Modules/Topics

Data science brings together computational and statistical skills for data-driven problem solving, which is in increasing demand in fields such as marketing, pharmaceutics, finance and management. This MSc will equip students with the analytical tools to design sophisticated technical solutions using modern computational methods and with an emphasis on rigorous statistical thinking.

Introduction to Statistical Data Science;
Introduction to Machine Learning;
Statistical Design of Investigations;
Statistical Computing;
Applied Bayesian Methods
Decision & Risk;
Factorial Experimentation;
Forecasting;
Quantitative Modelling of Operational Risk and Insurance Analytics;
Selected Topics in Statistics;
Stochastic Methods in Finance I;
Stochastic Methods in Finance II;
Stochastic Systems;
Affective Computing and Human-Robot Interaction;
Graphical Models;
Statistical Natural Language Processing;
Information Retrieval & Data Mining;

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