Beginner’s Blueprint to Deep Learning and Neural Networks
Deep Learning and Neural Networks in today's era of digital technology represent the pinnacle of advanced technology, propelling innovations from voice assistants to self-driving cars. This book tries to demystify the jargon for beginners, describing them in layman's terms and how they function, along with their uses in various industries. What is Deep Learning? Deep Learning is a type of Machine Learning that uses algorithms based on the structure and functioning of the human brain, i.e., Artificial Neural Networks (ANNs). They are designed to learn patterns and process information in a mechanism akin to the functioning of the human mind. Unlike conventional machine learning models where feature extraction occurs manually, deep learning models can learn representations required for feature detection or classification automatically from raw data. This makes them particularly well-suited to manage large quantities of unstructured data such as images, audio, and text. Understand...
