Data Science & MLAdvanced
Deep Learning & Neural Networks
A comprehensive deep learning course covering neural network architectures, training techniques, CNNs, and transformer basics. Practical projects throughout.
Tools & Technologies
PythonTensorFlowKerasPyTorch
Course Curriculum
1
Neural Network Basics
- Perceptrons & activation functions
- Backpropagation
- Optimisers (Adam, SGD)
2
Convolutional Networks
- CNN architecture
- Image classification
- Transfer learning
3
Sequence Models
- RNNs & LSTMs
- Text classification
- Attention mechanisms
4
Transformers
- Transformer architecture
- Fine-tuning pre-trained models
- Hugging Face basics
What's Included
Live instructor-led online session
Small cohort (max 12 delegates)
Course materials & code samples
CPD accredited certificate
Post-session recording (30 days)
Q&A with your instructor
£1,195+ VATEnrol Now Book for a team
per person, excluding local tax.
14 hours (2 days)
Next: Tue, 21 Apr 2026
5 seats remaining
Advanced level
5/10 seats filled
CPD accredited · Full refund 14 days before