NEURAL NETWORKS 3 Neural Networks Name: Group - 5 Institution: Cumberland University Neural Networks Machine learning refers to the application of artificial intelligence that leads to the provision of systems with the ability of improve and learn automatically without being programmed. It is a process that clearly focuses on the general development of the computer programs that have an access to data and can be clearly used for the learning process themselves (Priddy & Keller, (2015). The procedure involved in learning entails the use of observations such as direct experience or through the use of instruction. It is a practice that is deeply aligned to the use of computers to ensure that functions and operations take place in the required manner. Neural networks is a topic in machine learning that is highly essential. It refers to a set of algorithms that are loosely modelled after the human brain. The algorithms are created to recognize respective patterns. Through them, the interpretation of sensory data through a machine perception. Clustering raw input and labelling is done (Burkov, 2019). The use of neural networks aids the classification and clustering which are key important topics that need to be appropriately addressed in this case. Thinking of them as the classification and clustering layer that is found on the top of the data applied in management and storage are key matters of concern. The classifications of the tasks are dependent on the labeled datasets. This implies that humans need to ensure that they transfer their knowledge to the data for the neural network to learn the existing correlation that exists between the data and the labels (Burkov, 2019). The activity is defined as supervised learning which is a key practice that entails face detection, the recognition of gestures through the videos, the identification of the images and the classification of texts. References Burkov, A. (2019). The hundred-page machine learning book. Priddy, K. L., & Keller, P. E. (2015). Artificial neural networks: An introduction. Bellingham, Wash: SPIE Press. ...