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MessagePosté le: Ven 7 Juil - 16:11 (2017)    Sujet du message: DemystifyingComputation3AAHandsOnIntroduction Répondre en citant


Demystifying Computation:A Hands-On Introduction
by Apostolos Syropoulos
rating: ( reviews)


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&#x3c;!-- <description> --&#x3e;
Problem solving in computing is referred to as computational thinking. The theory behind this concept is challenging in its technicalities, yet simple in its ideas. This book introduces the theory of computation from its inception to current form of complexity; from explanations of how the field of computer science was formed using classical ideas in mathematics by G&#x00F6;del, to conceptualization of the Turing Machine, to its more recent innovations in quantum computation, hypercomputation, vague computing and natural computing. It describes the impact of these in relation to academia, business and wider society, providing a sound theoretical basis for its practical application.

Written for accessibility, Demystifying Computation provides the basic knowledge needed for non-experts in the field, undergraduate computer scientists and students of information and communication technology and software development.
&#x3c;!-- </description> --&#x3e;
<a href="http://www.worldscientific.com/page/inspection-copy?title=Demystifying Computation&bookcode=q0077" style="text-decoration: " target="_blank" class="button">Request Inspection Copy[/url]
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Details:
rank:
price: $34.19
bound: 216 pages
publisher: World Scientific Publishing Company (April 19, 2017)
lang: English
asin: B071R4QC1W
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weight:
filesize: 6363 KB



Demystifying Computation:A Hands-On Introduction Apostolos Syropoulos
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14.4 Results13.3 Monte Carlo Simulation and Importance SamplingThis winds up looking like this: Sudha SubramanianBusiness and Data Analyst,AI/ML consultant at Wells FargoSudha is a Data specialist with over 22 years of professional experience encompassing building analytics based solutionsSignals flow from the axon terminal to receptors on the dendrite, mediated by the chemical state of both the axon and dendrite.So what does learning mean in this setting? According to Hebbian theory(named afterCanadian psychologistDonald Hebb), learning is related totheincrease in synaptic efficacy that arises from the presynaptic cells repeated and persistent stimulation of the postsynaptic cellBasically the neuron is a simple computational device: it receives input at its dendrites, does a computation at the cell body, and carries the output on its axon (Ill just note here that a real neuron is much more complicated; for example the dendrites themselves can carry out some kinds of computation)Figure 7: XOR is not Linearly Separable (graphic courtesyHugo Larochelle) Next time well take a look at multi-layer ANNs and how to trainthem (i.e., more on what learning means and how it works)15.6 CPDO

He previously worked as a Quant and Trader at Jane Street and Goldman Sachs before transitioning into the pure tech industryPost to Cancel 14 Cash Flow CDOsSpeakersFinally, the axon carries the output from the cell body toneighboringneurons and their dendritesDemystifying Deep Learning & AIData Scientist: The Sexiest Job of the 21st Centuryaccording to Harvard Business Review.Artificial Intelligence and Deep Learning are the current buzzwords of the tech industryOmar UApply for the Scholarship!Do I need prior engineering experience to attend?NoSo here is the really amazing thing: learning in an ANN is in large part about setting weights and biasesOmar U

Through his life experiences, he has honed his skills to becoming a master cultivator of connections, innovation and discoveries which create new avenues of thought, technology and learning.LinkedinFigure 1: Biological Neuron Biological neurons communicate across asynapse, which isa chemical connection, typically between an axon and dendriteLiang JinSoftware Engineer at UberLiang is a software engineer at Uber, with a Masters in Electrical Engineering from UCLA.LinkedinList of TablesDemonstrated the ability to leverage the power of data through exploration and statistical modeling techniques, with a goal to convey a story that influences business decisions.Linkedin Blog

He was the recipient of the Cognitive Science/Artificial Intelligence Award 2014, awarded by the Computer Science Department, UIUCLinkedin Twitter21 Long Memory Processes and Benoit MandelbrotPost navigation &larr; Software Defined Intelligence Intriguing properties of neuralnetworks? &rarr; One thought on &ldquo;Demystifying Artificial Neural Networks, Part1&rdquo; Pingback: Demystifying Artificial Neural Networks, Part 2 Random Musings Leave a Reply Cancel reply Enter your comment hereby Apostolos Syropoulos 5.4 HullWhite and BlackKarazinsky ModelsReferences 07f867cfac



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