Deep Learning software is an AI utility that copies the mechanisms of the human brain in analysing data for understanding. Deep Learning Software provide users with the ability to investigate and examine data using models based on the operation of the human brain. These software deliver models that can detect patterns, correlations and all the features in a data all in a bid to aid decision making. Deep learning software is based on the part of machine learning that has the ability to learn from various types of data – supervised and unsupervised (unstructured and unlabelled) These software make use of hierarchical folds or structures of simulated neural networks to carry out analysis operations. Deep learning software allows machine learning engineers, data scientists, software developers and academic researchers to streamline and enhance the development, training, modelling and deployment of deep learning solutions. Several deep learning software can help businesses to handle huge volumes of datasets, make custom algorithms, define and auto detect parameters, and select the right models or networks to use for specific problem types. There are several types of deep learning models which deep learning software offer, they include convolutional neural networks, deep stacking networks, deep kernel machines and deep neural networks.