|
Showing 1 - 6 of
6 matches in All Departments
This book provides step-by-step explanations of successful
implementations and practical applications of machine learning. The
book's GitHub page contains software codes to assist readers in
adapting materials and methods for their own use. A wide variety of
applications are discussed, including wireless mesh network and
power systems optimization; computer vision; image and facial
recognition; protein prediction; data mining; and data discovery.
Numerous state-of-the-art machine learning techniques are employed
(with detailed explanations), including biologically-inspired
optimization (genetic and other evolutionary algorithms, swarm
intelligence); Viola Jones face detection; Gaussian mixture
modeling; support vector machines; deep convolutional neural
networks with performance enhancement techniques (including network
design, learning rate optimization, data augmentation, transfer
learning); spiking neural networks and timing dependent plasticity;
frequent itemset mining; binary classification; and dynamic
programming. This book provides valuable information on effective,
cutting-edge techniques, and approaches for students, researchers,
practitioners, and teachers in the field of machine learning.
This book provides step-by-step explanations of successful
implementations and practical applications of machine learning. The
book's GitHub page contains software codes to assist readers in
adapting materials and methods for their own use. A wide variety of
applications are discussed, including wireless mesh network and
power systems optimization; computer vision; image and facial
recognition; protein prediction; data mining; and data discovery.
Numerous state-of-the-art machine learning techniques are employed
(with detailed explanations), including biologically-inspired
optimization (genetic and other evolutionary algorithms, swarm
intelligence); Viola Jones face detection; Gaussian mixture
modeling; support vector machines; deep convolutional neural
networks with performance enhancement techniques (including network
design, learning rate optimization, data augmentation, transfer
learning); spiking neural networks and timing dependent plasticity;
frequent itemset mining; binary classification; and dynamic
programming. This book provides valuable information on effective,
cutting-edge techniques, and approaches for students, researchers,
practitioners, and teachers in the field of machine learning.
This book provides valuable information on effective,
state-of-the-art techniques and approaches for governments,
students, researchers, practitioners, entrepreneurs and teachers in
the field of artificial intelligence (AI). The book explains the
data and AI, types and properties of data, the relation between AI
algorithms and data, what makes data AI ready, steps of data
pre-processing, data quality, data storage and data platforms.
Therefore, this book will be interested by AI practitioners,
academics, researchers, and lecturers in computer science,
artificial intelligence, machine learning and data sciences.
This book provides valuable information on effective,
state-of-the-art techniques and approaches for governments,
students, researchers, practitioners, entrepreneurs and teachers in
the field of artificial intelligence (AI). The book explains the
data and AI, types and properties of data, the relation between AI
algorithms and data, what makes data AI ready, steps of data
pre-processing, data quality, data storage and data platforms.
Therefore, this book will be interested by AI practitioners,
academics, researchers, and lecturers in computer science,
artificial intelligence, machine learning and data sciences.
Volume 2 of a 2-volume elementary introduction to Abstract Algebra.
This textbook introduces the basic notions of group theory by a
thorough treatment of important examples, including complex
numbers, modular arithmetic, symmetries, and permutations. Also
included are applications to communications, cryptography, and
coding theory.
This textbook introduces the basic notions of group theory by a
thorough treatment of important examples, including complex
numbers, modular arithmetic, symmetries, and permutations.
Practical examples to cryptography and coding theory are also
included.
|
You may like...
Tenet
John David Washington, Robert Pattinson
Blu-ray disc
(1)
R54
Discovery Miles 540
Hampstead
Diane Keaton, Brendan Gleeson, …
DVD
R66
Discovery Miles 660
|