{"title":"Himanshu Singh","description":null,"products":[{"product_id":"practical-machine-learning-and-image-processing-book-himanshu-singh-9781484241486","title":"Practical Machine Learning and Image Processing","description":"Gain insights into image-processing methodologies and algorithms, using machine learning and neural networks in Python. This book begins with the environment setup, understanding basic image-processing terminology, and exploring Python concepts that will be useful for implementing the algorithms discussed in the book. You will then cover all the core image processing algorithms in detail before moving onto the biggest computer vision library: OpenCV. You’ll see the OpenCV algorithms and how to use them for image processing.  The next section looks at advanced machine learning and deep learning methods for image processing and classification. You’ll work with concepts such as pulse coupled neural networks, AdaBoost, XG boost, and convolutional neural networks for image-specific applications. Later you’ll explore how models are made in real time and then deployed using various DevOps tools.  All the conceptsin Practical Machine Learning and Image Processing are explained using real-life scenarios. After reading this book you will be able to apply image processing techniques and make machine learning models for customized application. What You Will Learn  Discover image-processing algorithms and their applications using Python  Explore image processing using the OpenCV library  Use TensorFlow, scikit-learn, NumPy, and other libraries  Work with machine learning and deep learning algorithms for image processing  Apply image-processing techniques to five real-time projects    Who This Book Is For Data scientists and software developers interested in image processing and computer vision.","brand":"WoB","offers":[{"title":"US \/ GOOD \/ SBYB","offer_id":49943044456721,"sku":"CIN1484241487G","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ NEW \/ INGRAM","offer_id":51029410119953,"sku":"NIN9781484241486","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52650425221393,"sku":"NLS9781484241486","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1484241487.jpg?v=1751339081"},{"product_id":"deep-neuro-fuzzy-systems-with-python-book-himanshu-singh-9781484253601","title":"Deep Neuro-Fuzzy Systems with Python","description":"Gain insight into fuzzy logic and neural networks, and how the integration between the two models makes intelligent systems in the current world. This book simplifies the implementation of fuzzy logic and neural network concepts using Python.    You’ll start by walking through the basics of fuzzy sets and relations, and how each member of the set has its own membership function values. You’ll also look at different architectures and models that have been developed, and how rules and reasoning have been defined to make the architectures possible. The book then provides a closer look at neural networks and related architectures, focusing on the various issues neural networks may encounter during training, and how different optimization methods can help you resolve them.    In the last section of the book you’ll examine the integrations of fuzzy logics and neural networks, the adaptive neuro fuzzy Inference systems, and various approximations related to the same. You’ll review different types of deep neuro fuzzy classifiers, fuzzy neurons, and the adaptive learning capability of the neural networks. The book concludes by reviewing advanced neuro fuzzy models and applications.     What You’ll Learn        Understand fuzzy logic, membership functions, fuzzy relations, and fuzzy inference Review neural networks, back propagation, and optimization Work with different architectures such as Takagi-Sugeno model, Hybrid model, genetic algorithms, and approximations  Apply Python implementations of deep neuro fuzzy system             Who This book Is For     Data scientists and software engineers with a basic understanding of Machine Learning who want to expand into the hybrid applications of deep learning and fuzzy logic.","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51029489156369,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":51029494169873,"sku":"NIN9781484253601","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52137733357841,"sku":"NLS9781484253601","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1484253604.jpg?v=1751243155"},{"product_id":"practical-machine-learning-with-aws-book-himanshu-singh-9781484262214","title":"Practical Machine Learning with AWS","description":"Intermediate-Advanced user level","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52125233643793,"sku":"NLS9781484262214","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":52748954435857,"sku":"NIN9781484262214","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781484262214.jpg?v=1757463475"}],"url":"https:\/\/www.worldofbooks.com\/collections\/author-books-by-himanshu-singh.oembed","provider":"World of Books ","version":"1.0","type":"link"}