Chapter 3: Using Machine Learning and Deep Learning Frameworks with Amazon SageMaker

Neural networks and deep learning are some of the hottest topics in the tech industry right now. If this is your first time hearing about an artificial neural network, it is simply a network of interconnected units called neurons used to solve specific machine learning problems. These neural network models have been used in solving different practical real-life problems including image classification, time-series forecasting, and even language translation. One of the properties of neural networks is the number of node layers these networks have. Generally, having more layers helps improve a model's performance up to a certain point. When a neural network has around three or more layers, we consider that artificial neural network a deep neural network. When dealing with larger datasets, deep learning models achieve better performance as these models scale effectively with data. These past couple...