← All free certificatesFree learning path Final step
Deep Learning
10 short modules. Each one: a simple lesson, two quick games and a 8-question quiz for its own free certificate. Finish them all, then take the full Deep Learning certificate.
0 of 10 module certificates
- What is deep learning?Deep learning uses many-layered neural networks to learn from data.0/4
- Neurons and neural networksUnderstand how artificial neurons and layers work.0/4
- Activation and loss functionsChoose activations and measure errors with loss functions.0/4
- Training with backpropagationLearn weights with gradient descent and backpropagation.0/4
- Overfitting and regularisationHelp models generalise to new data.0/4
- Convolutional neural networksProcess images with CNNs.0/4
- Sequence models and attentionHandle text, audio and time series with RNNs and Transformers.0/4
- Transfer learning and pretrained modelsReuse powerful pretrained models for new tasks.0/4
- Generative modelsCreate new images, text and audio with generative AI.0/4
- Deploying deep learning modelsTake trained models into real applications.0/4
🏆 Full Deep Learning certificate
20 questions from basic to advanced, 60% to pass. Best taken after the modules.