Scala and Spark for Big Data Analytics: Explore the concepts of functional programming, data streaming, and machine learning, Karim MD Rezaul, Alla Sridhar

Автор: Rezaul Karim
Название: ELISA: History, Types and Applications
ISBN: 1536143936 ISBN-13(EAN): 9781536143935
Издательство: Nova Science
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Цена: 196410.00 T
Наличие на складе: Невозможна поставка.
Описание: ELISA: History, Types and Applications contains unique combinations of chapters in which the abstract of each chapter defines the work considered for the entire chapter. One of the essential goals of this book is to delineate vital information about different types of ELISA and their applications. The beginning chapter describes the history and background of enzyme-linked immunosorbent assay (ELISA), as well as the remarkable changes that were brought about by this technique. The chapter also describes the commercial application techniques used in food and diagnostic industries. The second chapter, on the other hand, describes various types of ELISA and their steps to perform ELISA. The third chapter discusses the practical applications and their mechanisms from theory. It also discusses possible multiple sources of error which can exist at each stage of the process; how to minimize the error; and the principles of data analysis. The fourth chapter discusses the applications of ELISA in various fields, which also include the uses of ELISA in the diagnosis of infectious diseases, parasitic diseases, and non-communicable disease caused by a variety of pathogenic microorganisms. While Chapters One to Four describe a detailed history, a variety of ELISA, their steps, their sources of application error, their solutions and their applications in different fields, the remaining chapters discuss more specific issues, including: The role of ELISA in advanced glycerin end products and their cell surface receptors in metabolic diseases, indirect ELISA for the diagnosis of Brucella Canis, ELISA based detection in cancer research, etc.

Автор: Kienzler Romeo, Karim MD Rezaul, Alla Sridhar
Название: Apache Spark 2: Data Processing and Real-Time Analytics
ISBN: 1789959209 ISBN-13(EAN): 9781789959208
Издательство: Неизвестно
Цена: 61290.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Apache Spark is an in-memory, cluster-based data processing system that provides a wide range of functionalities such as big data processing, analytics, machine learning, and more.

Автор: Zaccone Giancarlo, Karim MD Rezaul, Menshawy Ahmed
Название: Deep Learning with TensorFlow
ISBN: 1786469782 ISBN-13(EAN): 9781786469786
Издательство: Неизвестно
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Цена: 67430.00 T
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Описание:

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of this comprehensive TensorFlow guide

Key Features:

• Learn how to implement advanced techniques in deep learning with Google's brainchild, TensorFlow
• Explore deep neural networks and layers of data abstraction with the help of this comprehensive guide
• Real-world contextualization through some deep learning problems concerning research and application

Book Description:

Deep learning is the step that comes after machine learning, and has more advanced

implementations. Machine learning is not just for academics anymore, but is becoming a mainstream practice through wide adoption, and deep learning has taken the front seat. As a data scientist, if you want to explore data abstraction layers, this book will be your guide. This book shows how this can be exploited in the real world with complex raw data using TensorFlow 1.x.

Throughout the book, you'll learn how to implement deep learning algorithms for machine learning systems and integrate them into your product offerings, including

search, image recognition, and language processing. Additionally, you'll learn how

to analyze and improve the performance of deep learning models. This can be done by

comparing algorithms against benchmarks, along with machine intelligence, to learn

from the information and determine ideal behaviors within a specific context.

After finishing the book, you will be familiar with machine learning techniques, in particular the use of TensorFlow for deep learning, and will be ready to apply your knowledge to research or commercial projects.

What You Will Learn:

• Learn about machine learning landscapes along with the historical development and progress of deep learning
• Learn about deep machine intelligence and GPU computing with the latest TensorFlow 1.x
• Access public datasets and utilize them using TensorFlow to load, process, and transform data
• Use TensorFlow on real-world datasets, including images, text, and more
• Learn how to evaluate the performance of your deep learning models
• Using deep learning for scalable object detection and mobile computing
• Train machines quickly to learn from data by exploring reinforcement learning techniques
• Explore active areas of deep learning research and applications

Who this book is for:

The book is intended for a general audience of people interested in machine learning and machine intelligence. A rudimentary level of programming in one language is assumed, as is a basic familiarity with computer science techniques and technologies, including a basic awareness of computer hardware and algorithms. Some competence in mathematics is needed to the level of elementary linear algebra and calculus.

Автор: Alla Sridhar
Название: Big Data Analytics with Hadoop 3
ISBN: 1788628845 ISBN-13(EAN): 9781788628846
Издательство: Неизвестно
Цена: 53940.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Apache Hadoop is the most popular platform for big data processing to build powerful analytics solutions. This book shows you how to do just that, with the help of practical examples. You will be well-versed with the analytical capabilities of Hadoop ecosystem with Apache Spark and Apache Flink to perform big data analytics by the end of this book.

Автор: Pujari Pradeep, Sewak Mohit, Karim MD Rezaul
Название: Practical Convolutional Neural Network Models
ISBN: 1788392302 ISBN-13(EAN): 9781788392303
Издательство: Неизвестно
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Цена: 47810.00 T
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Описание: This book helps you master CNN, from the basics to the most advanced concepts in CNN such as GANs, instance classification and attention mechanism for vision models and more. You will implement advanced CNN models using complex image and video datasets. By the end of the book you will learn CNN`s best practices to implement smart ConvNet ...

Автор: Karim MD Rezaul
Название: Machine Learning with Scala Quick Start Guide
ISBN: 1789345073 ISBN-13(EAN): 9781789345070
Издательство: Неизвестно
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Цена: 40450.00 T
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Описание: Scala as a programming language is a highly scalable integration of object-oriented and functional programming, which makes it easy to build scalable and complex big data applications. This book is a handy guide for machine learning developers and data scientists who want to train effective machine learning models using this popular language.

Автор: Karim MD Rezaul, Kaysar MD Mahedi
Название: Large Scale Machine Learning with Spark
ISBN: 1785888749 ISBN-13(EAN): 9781785888748
Издательство: Неизвестно
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Цена: 45970.00 T
Наличие на складе: Нет в наличии.

Автор: Karim MD Rezaul
Название: Scala Machine Learning Projects
ISBN: 1788479041 ISBN-13(EAN): 9781788479042
Издательство: Неизвестно
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Цена: 60070.00 T
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Описание: Scala is one of the widely used programming language in the world when it comes to handle large amount of data. With the rise of machine learning, data scientists and machine learning experts do prefer scala as a language in order to handle and scale efficient machine learning applications. You will be acquainted with the popular deep/machine ...

Автор: Karim MD Rezaul
Название: Java Deep Learning Projects
ISBN: 178899745X ISBN-13(EAN): 9781788997454
Издательство: Неизвестно
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Цена: 67430.00 T
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Описание: You will build full-fledged, deep learning applications with Java and different open-source libraries. Master numerical computing, deep learning, and the latest Java programming features to carry out complex advanced tasks. This book is filled with best practices/tips after every project to help you optimize your deep learning models with ease.

Автор: Karim, Md. Rezaul
Название: Tensorflow: powerful predictive analytics with tensorflow
ISBN: 1789136911 ISBN-13(EAN): 9781789136913
Издательство: Неизвестно
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Цена: 24550.00 T
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Описание: Predictive analytics discovers hidden patterns from structured and unstructured data for automated decision making in business intelligence. Predictive decisions are becoming a huge trend worldwide, catering to wide industry sectors by predicting which decisions are more likely to give maximum results. TensorFlow, Google`s brainchild, is ...

Автор: Zaccone Giancarlo, Karim MD Rezaul
Название: Deep Learning with Tensorflow - Second Edition
ISBN: 1788831101 ISBN-13(EAN): 9781788831109
Издательство: Неизвестно
Цена: 53940.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Compliant with TensorFlow 1.7, this book introduces the core concepts of deep learning. Get implementation and research details on cutting-edge architectures and apply advanced concepts to your own projects. Develop your knowledge of deep neural networks through hands-on model building and examples of real-world data collection.

Автор: Karim MD Rezaul, Razzaque Mohammad Abdur
Название: Hands-On Deep Learning for IoT
ISBN: 1789616131 ISBN-13(EAN): 9781789616132
Издательство: Неизвестно
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Цена: 47810.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book will provide you an overview of Deep Learning techniques to facilitate the analytics and learning in various IoT apps. We will take you through each process - from data collection, analysis, modeling, statistics, and monitoring. We will make IoT data speak with a set of popular frameworks, like TensorFlow, TensorFlow Lite, and Chainer.