Deep Learning Specialization

Dive deep into the world of neural networks and advanced deep learning architectures. This comprehensive specialization covers everything from basic neural network fundamentals to cutting-edge architectures used in modern AI applications. Perfect for those with ML fundamentals looking to specialize in deep learning.

What You'll Learn:

• Neural network architecture and backpropagation
• Convolutional Neural Networks (CNNs) for image processing
• Recurrent Neural Networks (RNNs) and LSTMs
• Transformers and attention mechanisms
• Transfer learning and fine-tuning
• TensorFlow and PyTorch implementation
• Optimization techniques and regularization

Course Details:

• Duration: 12 weeks
• 60+ video lectures
• 20 hands-on projects
• Lifetime access
• Professional certificate