AI Definition

WHAT IS LEARNING IN ARTIFICIAL INTELLIGENCE ? The main property of Artificial Neural Network is to learn. Learning is a process by means of which a Neural Network adopts itself to simulate by making proper parameter adjustments. Types of learning are : Supervised Learning Unsupervised learning Reinforcement Learning SUPERVISED LEARNING In Artificial Intelligence following the supervised learning where each input requires a corresponding target vectors which represents the desired output. The input vector along with the target vector is called training pair or training data. During training the input vector is presented to the network which results each an output vector. The output vector is known as actual format of output vector. Then this output vector is compared with the desired output vector. If there exist a difference between the output vectors and desired vector, then an error signal will be generated by the network. Th...

NEURAL NETWORK : Neural Network (NN) are those information processing system which are constructed and implemented to model the human brain. The main objective of Neural Network is to develop a computational device for modeling the brain to perform various computational task at faster rate than the traditional system. ARTIFICIAL NEURAL NETWORK  : An Artificial Neural Network is a computational model based on the structure, concept, and functions of "Biological Neural Network" consists of number of neurons. NEURAL NETWORK ARCHITECTURE : An Artificial Neural Network can be represented using directed graph which consists of highly interconnected processing elements known as "Artificial Neurons". There are 3 architecture of Artificial Neural Neetwork Single Layered Feed Forward Network. Multi Layered Feed Forward Network. Recurrent Network  Single Layered Feed Forward Network : The input layer neurons receive the input signa...

Thank You, With Regards, Rakesh Kumar Sen https://youtu.be/XyyIPl01UeQ https://youtu.be/XyyIPl01UeQ

Machine Learning is the process in which a computer system is used to do a specific task and it can learn by itself without interventions of human or without being explicit code. Thank You, With Regards Rakesh Kumar Sen https://youtu.be/gPii7paHwXk https://youtu.be/gPii7paHwXk