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Deep Learning with TensorFlow - Explore neural networks and build intelligent systems with Python, 2nd Edition (Paperback, 2nd Revised edition)
Loot Price: R1,450
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Deep Learning with TensorFlow - Explore neural networks and build intelligent systems with Python, 2nd Edition (Paperback, 2nd Revised edition)
Expected to ship within 10 - 15 working days
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Delve into neural networks, implement deep learning algorithms, and
explore layers of data abstraction with the help of TensorFlow. 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 Gain real-world contextualization through some
deep learning problems concerning research and application Book
DescriptionDeep learning is a branch of machine learning algorithms
based on learning multiple levels of abstraction. Neural networks,
which are at the core of deep learning, are being used in
predictive analytics, computer vision, natural language processing,
time series forecasting, and to perform a myriad of other complex
tasks. This book is conceived for developers, data analysts,
machine learning practitioners and deep learning enthusiasts who
want to build powerful, robust, and accurate predictive models with
the power of TensorFlow, combined with other open source Python
libraries. Throughout the book, you'll learn how to develop deep
learning applications for machine learning systems using
Feedforward Neural Networks, Convolutional Neural Networks,
Recurrent Neural Networks, Autoencoders, and Factorization
Machines. Discover how to attain deep learning programming on GPU
in a distributed way. You'll come away with an in-depth knowledge
of machine learning techniques and the skills to apply them to
real-world projects. What you will learn Apply deep machine
intelligence and GPU computing with TensorFlow Access public
datasets and use TensorFlow to load, process, and transform the
data Discover how to use the high-level TensorFlow API to build
more powerful applications Use 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
forThe book is for 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.
General
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