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It discusses the most recent breakthroughs in intelligent techniques such as fuzzy logic, neural networks, optimization algorithms, and their application in the development of intelligent information systems by using applied mathematics. The book also explains how these systems will be used in domains such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction, and complicated problems in optimization.  Free Download Applied Linear Regression for Business Analytics with R: A Practical Guide to Data Science with Case Studies English | 2023 | ISBN: 303121479X | 286 Pages | True PDF | 7 MB Applied Linear Regression for Business Analytics with R introduces regression analysis to business students using the R programming language with a focus on illustrating and solving real-time, topical problems. Specifically, this book presents modern and relevant case studies from the business world, along with clear and concise explanations of the theory, intuition, hands-on examples, and the coding required to employ regression modeling. Each chapter includes the mathematical formulation and details of regression analysis and provides in-depth practical analysis using the R programming language.  Free Download Applied Intelligence in Human-Computer Interaction English | 2023 | ISBN: 1032392762 | 317 Pages | PDF (True) | 66 MB The book elaborates on the application of artificial intelligence in user interface development, computing power analysis, and data management.  Free Download Applied Deep Learning: Design and implement your own Neural Networks to solve real-world problems English | 2023 | ISBN: 9355513720 | 624 Pages | PDF EPUB | 378 MB The book presents you with a thorough introduction to AI and Machine learning, starting from the basics and progressing to a comprehensive coverage of Deep Learning with Python. You will be introduced to the intuition of Neural Networks and how to design and train them effectively. Moving on, you will learn how to use Convolutional Neural Networks for image recognition and other visual tasks. The book then focuses on localization and object detection, which are crucial tasks in many applications, including self-driving cars and robotics. You will also learn how to use Deep Learning algorithms to identify and locate objects in images and videos. In addition, you will gain knowledge on how to create and train Recurrent Neural Networks (RNNs), as well as explore more advanced variations of RNNs. Lastly, you will learn about Generative Adversarial Networks (GAN), which are used for tasks like image generation and style transfer.  Free Download Applied Calculus With R English | 2023 | ISBN: 3031285700 | 520 Pages | EPUB (True)/PDF | 130 MB This textbook integrates scientific programming with the use of R and uses it both as a tool for applied problems and to aid in learning calculus ideas. Adding R, which is free and used widely outside academia, introduces students to programming and expands the types of problems students can engage. There are no expectations that a student has any coding experience to use this text.  Free Download Applied Analysis, Optimization and Soft Computing English | 2023 | ISBN: 9819905966 | 435 Pages | PDF EPUB (True) | 49 MB This book contains select contributions presented at the International Conference on Nonlinear Applied Analysis and Optimization (ICNAAO-2021), held at the Department of Mathematics Sciences, Indian Institute of Technology (BHU) Varanasi, India, from 21-23 December 2021. The book discusses topics in the areas of nonlinear analysis, fixed point theory, dynamical systems, optimization, fractals, applications to differential/integral equations, signal and image processing, and soft computing, and exposes the young talents with the newer dimensions in these areas with their practical approaches and to tackle the real-life problems in engineering, medical and social sciences. Scientists from the U.S.A., Austria, France, Mexico, Romania, and India have contributed their research. All the submissions are peer reviewed by experts in their fields.  Free Download Applied AI and Multimedia Technologies for Smart Manufacturing and CPS Applications by Oyekanlu Emmanuel English | 2023 | ISBN: 1799878538 | 377 pages | True EPUB | 33.84 MB  Free Download Applications of Regression for Categorical Outcomes Using R by David Melamed English | 2023 | ISBN: 978-1032509518 | 239 pages | True PDF | 8.95 MB |
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