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Approximate Degree in Classical and Quantum Computing
The ability (or inability) to represent or approximate Boolean functions by polynomials is a central concept in complexity theory, underlying interactive and probabilistically checkable proof systems, circuit lower bounds, quantum complexit...
Applied Geospatial Data Science with Python: Leverage geospatial data analysis and modeling to find unique solutions to environmental problems
Intelligently connect data points and gain a deeper understanding of environmental problems through hands-on Geospatial Data Science case studies written in Python The book includes colored images of important conceptsKey FeaturesLearn how ...
An Introduction to Quantum Machine Learning for Engineers
This monograph is motivated by a number of recent developments that appear to define a possible new role for researchers with an engineering profile. First, there are now several software libraries – such as IBM’s Qiskit, Google’s Cirq, ...
An Introduction to Deep Reinforcement Learning
Deep reinforcement learning is the combination of reinforcement learning (RL) and deep learning. This field of research has recently been able to solve a wide range of complex decision-making tasks that were previously out of reach for a ma...
Algorithmic and Analysis Techniques in Property Testing
Property testing algorithms are ultra"-efficient algorithms that decide whether a given object (e.g., a graph) has a certain property (e.g., bipartiteness), or is significantly different from any object that has the property. To this en...
Aggregated Search
The goal of aggregated search is to provide integrated search across multiple heterogeneous search services in a unified interface—a single query box and a common presentation of results. In the web search domain, aggregated search systems...
Acing the CCNA Exam, Volume 2: Advanced Networking and Security
SPECIAL PRICING! Save 20% when you get Volume 1 and Volume 2 together! Add Volume 1 print or eBook to your cart! Master the most challenging elements of the CCNA exam to pass on your very first try! The CCNA goes deep on networking and secu...
Acing the CCNA Exam, Volume 1: Fundamentals and Protocols
SPECIAL PRICING! Save 20% when you get Volume 1 and Volume 2 together! Add Volume 2 print or eBook to your cart! Master the core fundamentals and protocols covered in the Cisco Certified Network Associate (CCNA) exam! Acing the CCNA Exam he...
A Unifying Tutorial on Approximate Message Passing
Over the last decade, Approximate Message Passing (AMP) algorithms have become extremely popular in various structured high-dimensional statistical problems. Many of the original ideas of AMP were developed in the physics and engineering li...
A Tutorial on Thompson Sampling
Thompson sampling is an algorithm for online decision problems where actions are taken sequentially in a manner that must balance between exploiting what is known to maximize immediate performance and investing to accumulate new information...