Professional Certificate in Machine Learning for Generative AI

Overview

Learning outcomes

Course content

• 1
  Introduction to Machine Learning

• 2
  Generative Models and Techniques

• 3
  Deep Learning for AI Applications

• 4
  Ethics and Bias in AI

• 5
  Real-World Applications of Generative AI

• 6
  Introduction to Generative AI

• 7
  Fundamentals of Machine Learning

• 8
  Deep Learning Architectures

• 9
  Probabilistic Models for Generative AI

• 10
  Neural Networks and Backpropagation

• 11
  Generative Adversarial Networks (GANs)

• 12
  Variational Autoencoders

• 13
  Natural Language Processing for Generative Models

• 14
  Ethics and Bias in AI

• 15
  Applications of Generative AI in Industry

• 16
  Introduction to Generative AI

• 17
  Generative Adversarial Networks (GANs)

• 18
  Variational Autoencoders (VAEs)

• 19
  Recurrent Neural Networks (RNNs)

• 20
  Long Short-Term Memory (LSTM) Networks

• 21
  Attention Mechanisms

• 22
  Transformer Networks

• 23
  Image Generation

• 24
  Text Generation

• 25
  Music Generation

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