Advanced category: 11205 books
Hands-On Unsupervised Learning with Python
Implement machine learning and deep learning models using Scikit-Learn, TensorFlow, and more
Language: English
Release Date: February 28, 2019
Discover the skill-sets required to implement various approaches to Machine Learning with Python
Key Features
Explore unsupervised learning with clustering, autoencoders, restricted Boltzmann machines, and more
Build your own neural network models using modern Python libraries
Practical examples...
Big Data
Algorithms, Analytics, and Applications
Language: English
Release Date: February 23, 2015
As today's organizations are capturing exponentially larger amounts of data than ever, now is the time for organizations to rethink how they digest that data. Through advanced algorithms and analytics techniques, organizations can harness this data, discover hidden patterns, and use the newly acquired knowledge to achieve competitive advantages.Pre
Scala Machine Learning Projects
Build real-world machine learning and deep learning projects with Scala
Language: English
Release Date: January 31, 2018
Powerful smart applications using deep learning algorithms to dominate numerical computing, deep learning, and functional programming.
Key Features
Explore machine learning techniques with prominent open source Scala libraries such as Spark ML, H2O, MXNet, Zeppelin, and DeepLearning4j
Solve real-world...
Hands-On Meta Learning with Python
Meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow
Language: English
Release Date: December 31, 2018
Explore a diverse set of meta-learning algorithms and techniques to enable human-like cognition for your machine learning models using various Python frameworks
Key Features
Understand the foundations of meta learning algorithms
Explore practical examples to explore various one-shot learning...
by Derong Liu, Qinglai Wei, Ding Wang
Language: English
Release Date: January 4, 2017
Language: English
Release Date: January 4, 2017
This book covers the most recent developments in adaptive dynamic programming (ADP). The text begins with a thorough background review of ADP making sure that readers are sufficiently familiar with the fundamentals. In the core of the book, the authors address first discrete- and then continuous-time...
Hands-On Deep Learning Architectures with Python
Create deep neural networks to solve computational problems using TensorFlow and Keras
Language: English
Release Date: April 30, 2019
Concepts, tools, and techniques to explore deep learning architectures and methodologies
Key Features
Explore advanced deep learning architectures using various datasets and frameworks
Implement deep architectures for neural network models such as CNN, RNN, GAN, and many more
Discover design...
Deep Learning with R for Beginners
Design neural network models in R 3.5 using TensorFlow, Keras, and MXNet
Language: English
Release Date: May 20, 2019
Explore the world of neural networks by building powerful deep learning models using the R ecosystem
Key Features
Get to grips with the fundamentals of deep learning and neural networks
Use R 3.5 and its libraries and APIs to build deep learning models for computer vision and text processing
Implement...
Imaging for Forensics and Security
From Theory to Practice
Language: English
Release Date: July 14, 2009
Imaging for Forensics and Security: From Theory to Practice provides a detailed analysis of new imaging and pattern recognition techniques for the understanding and deployment of biometrics and forensic techniques as practical solutions to increase security. It contains a collection of the recent...
by
Language: English
Release Date: April 5, 2018
Language: English
Release Date: April 5, 2018
By presenting the latest advances in fuzzy sets and computing with words from around the globe, this book disseminates recent innovations in advanced intelligent technologies and systems. From intelligent control and intuitionistic fuzzy quantifiers to various data science and industrial applications,...
by
Language: English
Release Date: October 13, 2015
Language: English
Release Date: October 13, 2015
The volume, complexity, and irregularity of computational data in modern algorithms and simulations necessitates an unorthodox approach to computing. Understanding the facets and possibilities of soft computing algorithms is necessary for the accurate and timely processing of complex data. Research...
by Antonio Di Nola, Revaz Grigolia, Esko Turunen
Language: English
Release Date: March 18, 2016
Language: English
Release Date: March 18, 2016
This book presents the first algebraic treatment of quasi-truth fuzzy logic and covers the algebraic foundations of many-valued logic. It offers a comprehensive account of basic techniques and reports on important results showing the pivotal role played by perfect many-valued algebras (MV-algebras)....
by
Language: English
Release Date: October 20, 2010
Language: English
Release Date: October 20, 2010
Evolvability, the ability to respond effectively to change, represents a major challenge to today's high-end embedded systems, such as those developed in the medical domain by Philips Healthcare. These systems are typically developed by multi-disciplinary teams, located around the world, and are in...
Exchange Server Cookbook
For Exchange Server 2003 and Exchange 2000 Server
Language: English
Release Date: June 14, 2005
Ask network administrators what their most critical computer application is, and most will say "email" without a moment's hesitation. If you run a network powered by Windows 2000 or Windows Server 2003, Microsoft Exchange occupies much of your time. According to Microsoft, 110 million Exchange...
by Weiwei Chen
Language: English
Release Date: July 24, 2014
Language: English
Release Date: July 24, 2014
This book offers readers a set of new approaches and tools a set of tools and techniques for facing challenges in parallelization with design of embedded systems. It provides an advanced parallel simulation infrastructure for efficient and effective system-level model validation and development...