Posts

Showing posts with the label ML

Neural Networks

Image
 What is  Neural Network? Neural networks  are mathematical models that use learning algorithms inspired by the brain to store information. Since neural networks are used in machines, they are collectively called an ‘ artificial neural network .’  Nowadays, the term machine learning is often used in this field and is the scientific discipline that is concerned with the design and development of algorithms that allow computers to learn, based on data, such as from sensor data or databases.  A major focus of machine-learning research is to automatically learn to recognize complex patterns and make intelligent decisions based on data. Neural networks are a popular framework to perform machine learning, but there are many other machine-learning methods, such as  logistic regression , and  support vector machines . Similar to the brain, neural networks are built up of many neurons with many connections between them.  Neural networks have been used in m...