The engine behind modern AI. Build it. Master neural networks and deep learning with TensorFlow and Keras.
Hands-on building and training neural networks — the technology powering vision, language and generative AI.
Design and train deep networks from scratch.
The architectures behind vision and sequences.
The foundation of today's AI breakthroughs.
Deep Learning & Neural Networks takes you into the technology powering modern AI. Using TensorFlow and Keras, you'll understand how neural networks learn, build and train deep models, and work with the key architectures — CNNs for images and RNNs for sequences — on real data, building the foundation for computer vision, NLP and generative AI.
ML & Python required! Machine Learning Fundamentals (or equivalent) and solid Python are recommended. This is an advanced course.
Earn the "Deep Learning" badge upon completing all modules and the hands-on final assessment.
Verifiable CredentialNeurons, layers, activation and how networks learn.
Backpropagation, loss, optimisation and regularisation.
Convolutional networks for image tasks.
Recurrent networks for text and sequences.
Build and train a deep model on real data.
Build and train neural networks.
Work on vision, language and generative AI.
A foundation for advanced AI research.
Move into the cutting edge of the field.
It's advanced — machine learning knowledge (like our ML Fundamentals course) and solid Python are recommended. Comfort with the ideas of models and training is assumed.
A laptop; we use free tools — Python, TensorFlow, Keras and Google Colab (which provides free GPUs for training). We help you set up in the first session.
To receive the Edmire Deep Learning Certificate, complete all 5 modules and the capstone — a trained deep-learning model on real data. Resubmission is free if needed.
No — we use Google Colab, which provides free GPU access in the browser, so training works even on a basic laptop.
Classroom training at our Dubai centre, live online instructor-led classes, or custom in-house delivery — with all materials yours to keep.
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