📚Data ScienceEN
Introduction to Deep Learning
A comprehensive introduction to deep learning covering neural network fundamentals, PyTorch, CNNs, RNNs, transfer learning, generative models, regularisation, deployment, and ethics with hands-on Python code examples throughout.
10 lessons
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Lessons
What is Deep LearningPreview
Neural Network Fundamentals
Building Networks with PyTorch
Convolutional Neural Networks
Recurrent Neural Networks
Transfer Learning
Generative Models
Regularisation and Optimisation
Deploying Deep Learning Models
Deep Learning Ethics and Frontiers