Your hands-on reference guide to developing, training, and optimizing your machine learning modelsKey FeaturesYour guide to learning efficient machine learning processes from scratchExplore expert techniques and hacks for a variety of machine learning conceptsWrite effective code in R, Python, Scala, and Spark to solve all your machine learning problemsBook DescriptionMachine learning makes it possible to learn about the unkn...

Insightful projects to master deep learning and neural network architectures using Python and KerasKey FeaturesExplore deep learning across computer vision, natural language processing (NLP), and image processingDiscover best practices for the training of deep neural networks and their deploymentAccess popular deep learning models as well as widely used neural network architecturesBook DescriptionDeep learning has been gradua...

Deploy and scale applications on Cloud FoundryKey Features?Gain hands-on experience using Cloud Foundry?Implement deployment, management and scaling of applications on Cloud Foundry?Learn best practices and troubleshooting tips for running applications on Cloud FoundryBook DescriptionCloud Foundry is the open source platform to deploy, run, and scale applications. Cloud Foundry is growing rapidly and a leading product that pr...

Achieving a better solution or improving the performance of existing system design is an ongoing process for which scientists, engineers, mathematicians and researchers have been striving for many years. The purpose of this book is to describe the fundamentals, background and theoretical concepts of optimization principles in a comprehensive manner, along with their potential applications and implementation strategies. Focus is on case studies and real time applications as well as current ...

Vedanta thought about love and its deep mystical explanations sought after by humankind in all times. Reading the upnishdas , i found that the same questions which appeared to people about love , its various forms . Jotted the deepest thought in form of these poems .This is the place where the mind and heart coalesces to find new meanings to life.

Great tool for women empowerment and social justice. Must read book for people believing in the Constitution of India.-India TodayThe book forces everyone to question that these social evils like female feticide, tradition of dowry, discrimination in the fields of education and occupation, and domestic violence are the consequences a woman has to face just because she is a woman or because of existing social orders.-Dainik JagranAn ode to the unswervingly passio...

This book presents and argues for a suitably articulated version of consensualism as a form of Kantian moral theory with an ability to powerfully illuminate the moral intuitions to which Kantian and utilitarian theories have traditionally appealed.

This book presents the current trends in deep learning-based object detection framework with a focus on logo detection tasks. It introduces a variety of approaches, including attention mechanisms and domain adaptation for logo detection, and describes recent advancement in object detection frameworks using deep learning. We offer solutions to the major problems such as the lack of training data and the domain-shift issues.This book provides numerous ways that deep learners can use ...

This book elaborately discusses techniques commonly used to improve generalization performance in classification approaches. The contents highlight methods to improve classification performance in numerous case studies: ranging from datasets of UCI repository to predictive maintenance problems and cancer classification problems. The book specifically provides a detailed tutorial on how to approach time-series classification problems and discusses two real time case studies on condition mon...

Sensors are integral to modern living and are found in a huge number of applications in science, engineering and technology thus it is critical for scientists and technologists to understand the physical principles behind sensor types as well as their characteristics, applications, and how they can be suitably employed in sensor technologies. Whilst there exists a vast literature on the physics and characteristics of traditional sensors, this book provides a broad overview of the range of ...

Sky, God and a Clown is a story about small things in life. It is about two brothers playing hide and seek in a summer noon. It is about a mother who loves telling stories. It is the story of a daughter who dares to fight against the evil society's spirit. It is about a father who stands tall to protect his family. In short, Sky, God and a Clown is about a Clown's journey to find his Sky and God!!

Two Realities. One Truth. One Choice.Mathematician Elias Thorne sees the world differently. To him, reality is R1: a predictable, pre-recorded carrier wave governed by the laws of physics. But a new frequency has emerged—R2. It is a seductive, superimposed layer of "perfect" coincidences and sugary fate designed by an ancient, malevolent force to destabilize the universe.As the "Ghost Frequency" grows louder, Elias must use his only weapon: Radical Indifference. To save the...