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大數(shù)據(jù)定義智能運維
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無數(shù)據(jù),不AI。而沒有統(tǒng)一完整的基礎數(shù)據(jù)資源平臺管理,AIOps也無從談起。基礎運維數(shù)據(jù)資源平臺是AIOps的數(shù)據(jù)基石,也是未來支撐企業(yè)數(shù)據(jù)戰(zhàn)略的兩大數(shù)據(jù)平臺之一。構建數(shù)據(jù)平臺需要數(shù)據(jù)治理工作的保駕護航。然而在運維數(shù)據(jù)治理領域開展數(shù)據(jù)治理工作尚屬空白,缺乏理論體系支撐和值得借鑒的成功經(jīng)驗。本書在分析運維數(shù)據(jù)治理與傳統(tǒng)數(shù)據(jù)治理的差異化特點基礎上,對于數(shù)據(jù)治理的DAMA理論體系在運維數(shù)據(jù)管理領域實現(xiàn)了在廣義元數(shù)據(jù)管理、廣義數(shù)據(jù)標準、廣義數(shù)據(jù)模型等理論突破,創(chuàng)造性的提出運維數(shù)據(jù)模型建設,為運維數(shù)據(jù)治理構建了體系化理論并提供了具有方法論支撐的完整藍圖。同時,就運維數(shù)據(jù)平臺建設本書也分享了基于數(shù)據(jù)模型實體庫的概要設計,以數(shù)據(jù)湖為基礎,包含運維數(shù)據(jù)中臺建設的架構規(guī)劃。本書還在工業(yè)運維領域略作延展,分析工業(yè)運維數(shù)據(jù)模型的差異化特點,就包括數(shù)字孿生、時空數(shù)據(jù)等關鍵工業(yè)技術為核心的物理融合技術做了介紹,提出了開展智能工業(yè)運維的必要內(nèi)容。

湯濱 ·數(shù)據(jù)庫 ·7.8萬字

AI Crash Course
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UnlockthepowerofartificialintelligencewithtopUdemyAIinstructorHadelindePonteves.KeyFeatures*RollupyoursleevesandstartprogrammingAImodels*Nomath,datascience,ormachinelearningbackgroundrequired*Packedwithhands-onexamples,illustrations,andclearstep-by-stepinstructions*5hands-onworkingprojectsputideasintoactionandshowstep-by-stephowtobuildintelligentsoftwareBookDescriptionAIischangingtheworld–andwiththisbook,anyonecanstartbuildingintelligentsoftware!Throughhisbest-sellingvideocourses,HadelindePonteveshastaughthundredsofthousandsofpeopletowriteAIsoftware.Now,forthefirsttime,hishands-on,energeticapproachisavailableasabook.Takingagraduatedapproachthatstartswiththebasicsbeforeeasingreadersintomorecomplicatedformulasandnotation,HadelinhelpsyouunderstandwhatyoureallyneedtobuildAIsystemswithreinforcementlearninganddeeplearning.Fivefullworkingprojectsputtheideasintoaction,showingstep-by-stephowtobuildintelligentsoftwareusingthebestandeasiesttoolsforAIprogramming:*GoogleColab*Python*TensorFlow*Keras*PyTorchAICrashCourseteacheseveryonetobuildanAItoworkintheirapplications.Onceyou’vereadthisbook,you’reonlylimitedbyyourimagination.Whatyouwilllearn*Masterthekeyskillsofdeeplearning,reinforcementlearning,anddeepreinforcementlearning*UnderstandQ-learninganddeepQ-learning*Learnfromfriendly,plainEnglishexplanationsandpracticalactivities*Buildfunprojects,includingavirtual-self-drivingcar*UseAItosolvereal-worldbusinessproblemsandwinclassicvideogames*Buildanintelligent,virtualrobotwarehouseworkerWhothisbookisforIfyouwanttoaddAItoyourskillset,thisbookisforyou.Itdoesn’trequiredatascienceormachinelearningknowledge.Justmathsbasics(highschoollevel).

Hadelin de Ponteves ·數(shù)據(jù)庫 ·7.7萬字

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