关键词

描述
机器学习是人工智能的一个分支。人工智能的研究历史有着一条从以“推理”为重点,到以“知识”为重点,再到以“学习”为重点的自然、清晰的脉络。显然,机器学习是实现人工智能的一个途径,即以机器学习为手段解决人工智能中的问题。机器学习在近30多年已发展为一门多领域交叉学科,涉及概率论、统计学、逼近论、凸分析、计算复杂性理论等多门学科。机器学习理论主要是设计和分析一些让计算机可以自动“学习”的算法。机器学习算法是一类从数据中自动分析获得规律,并利用规律对未知数据进行预测的算法。因为学习算法中涉及了大量的统计学理论,机器学习与推断统计学联系尤为密切,也被称为统计学习理论。算法设计方面,机器学习理论关注可以实现的,行之有效的学习算法。很多推论问题属于无程序可循难度,所以部分的机器学习研究是开发容易处理的近似算法。 机器学习已广泛应用于数据挖掘、计算机视觉、自然语言处理、生物特征识别、搜索引擎、医学诊断、检测信用卡欺诈、证券市场分析、DNA序列测序、语音和手写识别、战略游戏和机器人等领域。
相关主题
相关项目
ujjwal-raizada/FSSP-reliable-protocol rimian/ember-cordova-file-transfer pavelsr/dmove yswenli/FileTransfer rboesp/File-Transfer-Program nirjarigandhi/Xmodemserver msinghal34/Simple-FTP naufalhilmiaji/dss-ftp haxala1r/ftp-server ktnthkkr/ServerToServerFileCopier artur-strzelecki/file-transfer sergio235/Transferizer calebgray/psftp irrwahn/frelay joeltimothyoh/Copy-Files rousan/hippo JamesDunne/lancaster proatria/sftpplus-docker intjelic/remofile skudi/transfolio Killeroo/NFT cedricmartel/QrCodeTransfer jacobly0/transfer sohonetlabs/scp-chunk dalva24/Alastor satshree/file-transfer chrisalexandrepena/itransfer-backend rontieu/Peer-to-Peer-File-Transfer priyan-coder/UDP_Client-Server_Socket_Programming Dmmc123/dslabs ACMEBLOOP/file-transfer-startup-hook shitty-inc/sendshit-app Claudiocfls/ftp emretanriverdi/java-file-transfer-rudp scilganon/nordea-api dushyant18033/File-Transfer-Over-TCP-Socket ACMEBLOOP/file-transfer-batch-job-portlet MitNy/Data-Communication nemoarchive/firecloud-client MikeMaya/Files-Transfer-P2P perrich/FileTransferQueue smatechnologies/linux-expect-ftp-shell taimooralam/tcp-offloader encombhat/SpFTP aj-ash/file2qr hypothermic/PetaTransfer VoidXH/FreshTreePuller hannesbraun/esftp ACMEBLOOP/file-transfer-service-hook ACMEBLOOP/file-transfer-batch-job boristep1/check_stuck_files Eduardo-LP-Silva/Data-Link-Protocol joeyzhang1989/File-Transfer-Program C-NERD/Nshare badboyd/file-transfer user12043/talk-onLan nwtgck/trans-server-http-knocking-docker-compose mqudsi/bbcp ronnieoverby/ftx fahrettinenes/Unturned-RocketMod-Loader-Uploader CalogeroMandracchia/ushar TayyabAsghar/File-Transfer-by-Sockets lozuwa/file_transfer arashnikoo/web-ftp venGaza/fileTransfer rfuentescruz/pyqr_transfer y1r/mcp igtampe/LBLPlus ACMEBLOOP/file-transfer-language-hook Bamii/hermez EstebanBorai/scp-scorpion Briuor/FileTransfer-UDP keesvv/qrportal Transferro/Transferro-Core dgets/snag-eps guoziren/techtrainingcamp-client-5 Tetraquark/simpleftu drbawb/ubuffer iQuerz/Files-Sync mkch/SwitchFileTransfer shitty-inc/sendshit-cli SMIC-ComputerClub/Teleport VSG24/GZRemoteFTP MuhammadAteeb225/TCP-UDP-Simple-File-Transfer bergstartup/bandwidth-aggregation rwenz3l/m-a-c Nateowami/hbridge andreGarvin/zipShare kirintwn/effective-rudp-file-transfer r57zone/ShareFiles anuragpeshne/portal MasterQ32/ftz drunsinn/pyLSV2 poemdistance/file-transfer waarp/WaarpR66 hexian000/MassTransfer dsgriffin/ionic-3-file-transfer-example nitroshare/nitroshare-android nils-werner/zget rajrohan/Data-Management 全部项目