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AI時代的數(shù)據(jù)價值創(chuàng)造:從數(shù)據(jù)底座到大模型應(yīng)用落地
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本書旨在幫助數(shù)據(jù)行業(yè)的從業(yè)者在AI時代提升數(shù)據(jù)管理和數(shù)據(jù)技術(shù)認(rèn)知水平,內(nèi)容覆蓋數(shù)據(jù)價值創(chuàng)造的理論、技術(shù)和實(shí)踐。本書共8章。第1章回顧企業(yè)數(shù)據(jù)的發(fā)展歷史,并講解現(xiàn)代企業(yè)數(shù)據(jù)組織。第2章從多維度解析數(shù)據(jù)價值的創(chuàng)造路徑,包括從構(gòu)建數(shù)字化決策、加速業(yè)務(wù)創(chuàng)新和推動AI變革等視角介紹數(shù)據(jù)價值創(chuàng)造的方法和成果。第3章系統(tǒng)講解數(shù)據(jù)管理的方法與技術(shù),包括數(shù)據(jù)資產(chǎn)管理、數(shù)據(jù)資產(chǎn)運(yùn)營、數(shù)據(jù)平臺架構(gòu)的規(guī)劃及實(shí)踐案例。第4章講解數(shù)據(jù)要素價值化的路徑探索,包括數(shù)據(jù)要素在多行業(yè)的應(yīng)用、基礎(chǔ)體系、可信數(shù)據(jù)流通技術(shù)及數(shù)據(jù)資產(chǎn)入表。第5章講解數(shù)據(jù)底座的技術(shù)與實(shí)踐,包括數(shù)據(jù)底座的架構(gòu)要求、分布式存儲技術(shù)、分布式計算技術(shù)等,以及多種架構(gòu)介紹。第6章講解數(shù)據(jù)與AI的融合,包括推薦系統(tǒng)、基于LLM的數(shù)據(jù)治理分析、數(shù)據(jù)標(biāo)注等。第7章介紹企業(yè)AI應(yīng)用的方法論與知識融合。第8章是數(shù)據(jù)領(lǐng)域技術(shù)趨勢與思考,包括數(shù)據(jù)技術(shù)的自主可控、開源技術(shù)的發(fā)展與挑戰(zhàn)、數(shù)據(jù)中臺的發(fā)展歷程與思考、數(shù)據(jù)編織技術(shù)的原理與展望。

劉汪根 王志軍 陳果編著 ·數(shù)據(jù)庫 ·20.2萬字

Architects of Intelligence
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FinancialTimesBestBooksoftheYear2018TechRepublicTopBooksEveryTechieShouldReadBookDescriptionHowwillAIevolveandwhatmajorinnovationsareonthehorizon?Whatwillitsimpactbeonthejobmarket,economy,andsociety?Whatisthepathtowardhuman-levelmachineintelligence?Whatshouldwebeconcernedaboutasartificialintelligenceadvances?ArchitectsofIntelligencecontainsaseriesofin-depth,one-to-oneinterviewswhereNewYorkTimesbestsellingauthor,MartinFord,uncoversthetruthbehindthesequestionsfromsomeofthebrightestmindsintheArtificialIntelligencecommunity.Martinhaswide-rangingconversationswithtwenty-threeoftheworld'sforemostresearchersandentrepreneursworkinginAIandrobotics:DemisHassabis(DeepMind),RayKurzweil(Google),GeoffreyHinton(Univ.ofTorontoandGoogle),RodneyBrooks(RethinkRobotics),YannLeCun(Facebook),Fei-FeiLi(StanfordandGoogle),YoshuaBengio(Univ.ofMontreal),AndrewNg(AIFund),DaphneKoller(Stanford),StuartRussell(UCBerkeley),NickBostrom(Univ.ofOxford),BarbaraGrosz(Harvard),DavidFerrucci(ElementalCognition),JamesManyika(McKinsey),JudeaPearl(UCLA),JoshTenenbaum(MIT),RanaelKaliouby(Affectiva),DanielaRus(MIT),JeffDean(Google),CynthiaBreazeal(MIT),OrenEtzioni(AllenInstituteforAI),GaryMarcus(NYU),andBryanJohnson(Kernel).MartinFordisaprominentfuturist,andauthorofFinancialTimesBusinessBookoftheYear,RiseoftheRobots.HespeaksatconferencesandcompaniesaroundtheworldonwhatAIandautomationmightmeanforthefuture.MeetthemindsbehindtheAIsuperpowersastheydiscussthescience,businessandethicsofmodernartificialintelligence.ReadJamesManyika’sthoughtsonAIanalytics,GeoffreyHinton’sbreakthroughsinAIprogramminganddevelopment,andRanaelKaliouby’sinsightsintoAImarketing.ThisAIbookcollectstheopinionsoftheluminariesoftheAIbusiness,suchasStuartRussell(coauthoroftheleadingAItextbook),RodneyBrooks(aleaderinAIrobotics),DemisHassabis(chessprodigyandmindbehindAlphaGo),andYoshuaBengio(leaderindeeplearning)tocompleteyourAIeducationandgiveyouanAIadvantagein2019andthefuture.

Martin Ford ·數(shù)據(jù)庫 ·19.7萬字

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