Postgraduate Certificate in Advanced Generative Models

Overview

Learning outcomes

Course content

• 1
  Advanced Machine Learning Techniques

• 2
  Generative Adversarial Networks

• 3
  Probabilistic Graphical Models

• 4
  Deep Learning for Generative Applications

• 5
  Ethics and Implications of Generative AI

• 6
  Advanced Deep Learning Techniques

• 7
  Generative Adversarial Networks

• 8
  Probabilistic Graphical Models

• 9
  Neural Architecture Design

• 10
  Natural Language Processing with Generative Models

• 11
  Reinforcement Learning in Generative Systems

• 12
  Ethics and Bias in AI Generative Models

• 13
  Computer Vision and Generative Techniques

• 14
  Data Augmentation and Synthesis

• 15
  Model Evaluation and Interpretability

• 16
  Foundations of Machine Learning

• 17
  Deep Learning Techniques

• 18
  Advanced Neural Networks

• 19
  Probabilistic Graphical Models

• 20
  Bayesian Inference

• 21
  Reinforcement Learning

• 22
  Natural Language Processing

• 23
  Computer Vision

• 24
  Adversarial Machine Learning

• 25
  Deep Generative Models

Duration

The programme is available in two duration modes:
Fast track - 1 month
Standard mode - 2 months

Course fee

The fee for the programme is as follows:
Fast track - 1 month: GBP £140
Standard mode - 2 months: GBP £90