Advanced machine learning techniques, particularly in neural networks, delve into complex architectures and training methods that enhance model performance. Key areas include deep learning with multi-layered networks such as convolutional neural networks (CNNs) for image recognition and recurrent neural networks (RNNs) for sequential data. Techniques like dropout, batch normalization, and transfer learning optimize training and improve generalization.
Advanced Machine Learning Techniques: A Deep Dive into Neural Networks