Inteligencia artificial

Artificial intelligence (AI) is the science and engineering of machines that act intelligently, when machines are capable of making appropriate decisions in uncertain circumstances and improving their behavior based on their experiences. AI is a discipline with a very high level of maturity. Its potential, applicability and impact on our society cannot be questioned. Virtually everyone in our homes, workplaces or public, without realizing it, uses smart devices that make our lives easier, expand our capabilities, and free us from dangerous, cumbersome and tiring tasks. In many countries, AI is a field of research and application with notable advances. This horizontal technology contributes to the sustainable development of such countries. It constitutes a space of great opportunities for scientific development, but, above all, technological and innovative for the opening of new markets and businesses. Today, AI has a huge impact on various professional careers such as computer systems engineering, bachelor's degree in computer science and computer science, electronics, robotics, mechatronics, control and automation, among others. With this book you will learn different aspects of AI: o Machine learning using linear regression. Types of learning: supervised, semi-supervised, unsupervised and by reinforcement. o Linear discrimination and logistic regression. o Treatment and conditioning of images, noise processing and contrast enhancement. As well as types of filters: arithmetic average, Gaussian average and median. o Object recognition, image segmentation, manual and automatic thresholding, Otsu method and minimum error. Post-filtering of images and description of objects, detection and recognition. o Perceptron and its training, basic RNA architecture, artificial neuron models, the ADELINE and the Delta rule, sigmoidal perceptron. Multilayer perceptron and convolutional neural networks. Wait no more: get your copy, learn all about AI and give your life a better quality.