M.Sc Artificial Intelligence - Year 5

List of Modules - Academic Year 2020-2021

Notes:

Compulsory

All these modules are required. Module runs in term(s)
Autumn Spring Summer
553 Introduction to Machine Learning
   
556 Introduction to Symbolic Artificial Intelligence
   
558 Python Programming
 
545 MSc Software Engineering Practice and Group Project
557 Ethics, Privacy, AI in Society  
544 MSc AI Individual Project    

Selective

Choose between 4 and 5 modules from this set. Module runs in term(s)
Autumn Spring Summer
424 Reinforcement Learning
   
70015 Mathematics for Machine Learning
   
531 Prolog
 
315 Computer Vision  
 
468 Probabilistic Programming  
 
491 Knowledge Representation  
 
499 Modal Logic for Strategic Reasoning in AI  
 
60013 Logic-Based Learning  
 
60019 Robotics  
 
70003 Advanced Robotics  
 
70007 Computational Optimisation  
 
70010 Deep Learning  
 
70014 Machine Learning for Imaging  
 
70016 Natural Language Processing  
 
70019 Probabilistic Inference  
 

Optional

Choose at most 1 module from this set. Module runs in term(s)
Autumn Spring Summer
60002 Advanced Databases
   
70004 Advanced Computer Security
   
70005 Complexity
   
70006 Computational Finance
   
70022 Scalable Systems and Data
   
60015 Network and Web Security  
 
60017 Performance Engineering  
 
70017 Principles of Distributed Ledgers  
 

Extracurricular

These modules are not for credit. Module runs in term(s)
Autumn Spring Summer
519 Introduction to C++ Programming (MSc AI)  
 
576 MSc Introduction to Prolog  
 

Total


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