Imperial College London

DrYingzhenLi

Faculty of EngineeringDepartment of Computing

Lecturer
 
 
 
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Contact

 

yingzhen.li Website

 
 
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Location

 

Huxley BuildingSouth Kensington Campus

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Summary

 

Mathematics for Machine Learning - COMP70015

Aims

In this module you will have the opportunity to study the advanced mathematical techniques required to understand, design and implement modern statistical machine learning algorithms and inference mechanisms.

Role

Course Leader

Deep Learning - COMP97111

Aims

This module addresses the fundamental concepts and advanced methodologies of deep learning and relates them to real-world problems in a variety of domains. The aim is to provide an overview of different approaches, both classical and emerging. The module will equip you with the necessary knowledge and skills to work in the field of deep learning and to contribute to ongoing research in the area.

Role

Course Leader

Mathematics for Machine Learning - COMP97065

Aims

In this module you will have the opportunity to study the advanced mathematical techniques required to understand, design and implement modern statistical machine learning algorithms and inference mechanisms.

Role

Course Leader

Deep Learning - COMP70010

Aims

This module addresses the fundamental concepts and advanced methodologies of deep learning and relates them to real-world problems in a variety of domains. The aim is to provide an overview of different approaches, both classical and emerging. The module will equip you with the necessary knowledge and skills to work in the field of deep learning and to contribute to ongoing research in the area.

Role

Course Leader