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TensorFlow Machine Learning Cookbook
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Exploremachinelearningconceptsusingthelatestnumericalcomputinglibrary—TensorFlow—withthehelpofthiscomprehensivecookbookAboutThisBook?YourquickguidetoimplementingTensorFlowinyourday-to-daymachinelearningactivities?Learnadvancedtechniquesthatbringmoreaccuracyandspeedtomachinelearning?UpgradeyourknowledgetothesecondgenerationofmachinelearningwiththisguideonTensorFlowWhoThisBookIsForThisbookisidealfordatascientistswhoarefamiliarwithC++orPythonandperformmachinelearningactivitiesonaday-to-daybasis.Intermediateandadvancedmachinelearningimplementerswhoneedaquickguidetheycaneasilynavigatewillfindituseful.WhatYouWillLearn?BecomefamiliarwiththebasicsoftheTensorFlowmachinelearninglibrary?GettoknowLinearRegressiontechniqueswithTensorFlow?LearnSVMswithhands-onrecipes?Implementneuralnetworksandimprovepredictions?ApplyNLPandsentimentanalysistoyourdata?MasterCNNandRNNthroughpracticalrecipes?TakeTensorFlowintoproductionInDetailTensorFlowisanopensourcesoftwarelibraryforMachineIntelligence.TheindependentrecipesinthisbookwillteachyouhowtouseTensorFlowforcomplexdatacomputationsandwillletyoudigdeeperandgainmoreinsightsintoyourdatathaneverbefore.You’llworkthroughrecipesontrainingmodels,modelevaluation,sentimentanalysis,regressionanalysis,clusteringanalysis,artificialneuralnetworks,anddeeplearning–eachusingGoogle’smachinelearninglibraryTensorFlow.ThisguidestartswiththefundamentalsoftheTensorFlowlibrarywhichincludesvariables,matrices,andvariousdatasources.Movingahead,youwillgethands-onexperiencewithLinearRegressiontechniqueswithTensorFlow.Thenextchapterscoverimportanthigh-levelconceptssuchasneuralnetworks,CNN,RNN,andNLP.OnceyouarefamiliarandcomfortablewiththeTensorFlowecosystem,thelastchapterwillshowyouhowtotakeittoproduction.StyleandapproachThisbooktakesarecipe-basedapproachwhereeverytopicisexplicatedwiththehelpofareal-worldexample.

Nick McClure ·電子通信 ·7.7萬字

LTE無線網(wǎng)絡(luò)優(yōu)化實(shí)踐(第2版)
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本書從LTE無線網(wǎng)絡(luò)優(yōu)化基本原理的角度出發(fā),側(cè)重于LTE無線網(wǎng)絡(luò)優(yōu)化實(shí)施中遇到的常見知識點(diǎn)和網(wǎng)絡(luò)問題優(yōu)化方法的介紹,涵蓋了基本理論基礎(chǔ)、參數(shù)規(guī)劃、信令流程、性能分析等方面的內(nèi)容。本書首先回顧了LTE網(wǎng)絡(luò)結(jié)構(gòu)、空中接口、關(guān)鍵技術(shù)、接口協(xié)議、主要參數(shù)的規(guī)劃原則,使得讀者對LTE基本原理有進(jìn)一步的了解。隨后本書通過對信令流程的介紹,使讀者對移動臺和網(wǎng)絡(luò)的尋呼過程、業(yè)務(wù)建立過程、切換過程、載波聚合、VoLTE等信令傳輸過程有一個比較全面的認(rèn)識。接下來本書重點(diǎn)對LTE常見問題的分析思路進(jìn)行了介紹,力求讓讀者掌握LTE無線網(wǎng)絡(luò)問題的基本分析思路和方法,在實(shí)踐運(yùn)用中能夠舉一反三。本書根據(jù)作者自身多年的移動網(wǎng)絡(luò)優(yōu)化經(jīng)驗(yàn),結(jié)合運(yùn)營商的需求以及設(shè)備廠商優(yōu)化維護(hù)人員的建議進(jìn)行編寫,對LTE常見問題的優(yōu)化思路和方法進(jìn)行了重點(diǎn)介紹,適合于LTE優(yōu)化維護(hù)人員閱讀和進(jìn)階使用。

張守國 周海驕 雷志純等 ·電子通信 ·8.8萬字

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