What is Deep Learning? Explore Use Cases / Examples, Benefits

Deep learning is a state-of-the-art field in machine learning domain. Deep learning models can learn from examples and they need to be trained with sufficient data. The predictions of deep learning algorithms can boost the performance of businesses. However, they have challenges such as being data hungry, hard to interpret and can be expensive due to the cost of collecting and labelling data. Deep learning, also called deep structured learning or hierarchical learning, is a set of machine learning methods which is part of the broader family of artificial neural network based machine learning methods.