Neural networks and deep learning PDF

Deep learning is a type of machine learning, which is a subset of artificial intelligence . Machine learning is about computers being able to think and act with less human intervention; deep learning is about computers learning to think using structures modeled on the human brain.

Deep learning is a type of machine learning and artificial intelligence (AI) that imitates the way humans gain certain types of knowledge . Deep learning is an important element of data science, which includes statistics and predictive modeling.

Deep learning utilizes both structured and unstructured data for training. Practical examples of deep learning are Virtual assistants, vision for driverless cars, money laundering, face recognition and many more.

At a very basic level, deep learning is a machine learning technique. It teaches a computer to filter inputs through layers to learn how to predict and classify information . Observations can be in the form of images, text, or sound. The inspiration for deep learning is the way that the human brain filters information.