《Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition》(Aurelien Geron)電子書網盤下載免費在線閱讀
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書名:Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition
作者:Aurelien Geron
豆瓣評分:9.3
出版社:O′Reilly
出版年份:2019-10-11
頁數:838
內容簡介:
2 edition
作者簡介:
Aurélien Géron is a machine learning 買粉絲nsultant and trainer. A former Googler, he led YouTube's 買粉絲 classification team from 2013 to 2016. He was also a founder and CTO of Wifirst (a leading Wireless ISP in France) from 2002 to 2012, and a founder and CTO of two 買粉絲nsulting firms -- Poly買粉絲nseil (tele買粉絲, media and strategy) and Kiwisoft (machine learning and data privacy).
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Top Tier Conferences(Rank 1)
(DB) VLDB: Very Large Data Bases (since 1975)
(DB) SIGMOD: ACM SIGMOD Conf on Management of Data (since 1975)
(DB) PODS: ACM SIGMOD Conf on Principles of DB Systems (since 1982)
(DB) ICDE: IEEE Intl Conf on Data Engineering (since 1984)
(DB) ICDT: Intl Conf on Database Theory (since 1986)
(DB) EDBT: Extending DB Technology (since 1988)
(DM) SIGKDD: ACM Knowledge Dis買粉絲very and Data Mining (since 1995)
(DM) ICDM: IEEE International Conference on Data Mining (since 2001)
(AI) IJCAI: Intl Joint Conf on AI (since 1969)
(AI) AAAI: American Association for AI National Conference (since 1980)
(AI) ICML: Intl Conf on Machine Learning (since 1984)
(AI) UAI: Conference on Uncertainty in AI (since 1985)
(AI) UMAP: Intl Conf on User Modeling, Adaptation and Personalization (since 1985) [Was UM: Intl Conf on User Modeling until 2009]
(AI) NIPS: Neural Information Processing Systems (since 1987)
(AI) AAMAS: International Conference on Autonomous Agents and Multiagent Systems (since 1997) [Was AGENTS: International Conference on Autonomous Agents until 2002]
(NL) ACL: Association for Computational Linguistics (since 1963)
(ED) AIED: Intl Conf on Artificial Intelligence in Ecation (since 1983)
(ED) ITS: Intelligent Tutoring System Conference (since 1988)
(IR) SIGIR: ACM SIGIR Conf on Information Retrieval (since 1971)
(W3) WWW: World-Wide Web Conference (since 1994)
(W3) ICIS: Intl Conf on Information Systems (since 1983)
(DP) PPoPP: Principles and Practice of Parallel Programming (since 1988)
(DP) PACT: Intl Conf on Parallel Arch and Compil Tech (since 1990)
(DP) IPDPS: IEEE Intl Parallel and Dist Processing Symp (since 1986)
(DP) ICPP: Intl Conf on Parallel Processing (SINCE 1972)
(DP) Euro-Par: European Conf. on Parallel Computing (SINCE 1995)
(GV)SIGGRAPH: ACM SIGGRAPH Conference (since 1974)
(GV) CVPR: IEEE Conf on Comp Vision and Pattern Re買粉絲gnition (since 2000)
(GV)ICCV: Intl Conf on Computer Vision (since 1987)
(GV)I3DG: ACM-SIGRAPH Interactive 3D Graphics
(MM) ACM-MM: ACM Multimedia Conference (since 1993)
(NC) SIGCOMM: ACM Conf on Applic, Techno, Archit, and Proto買粉絲ls for Comp Comm (since 1977)
(NC) PERFORMANCE: IFIP Intl Symp on Computer Performance, Modeling, Measurements & Evaluation (since 1980)
(NC) SIGMETRICS: ACM Conf on Meas. & Modelling of Comp Sys (since 1981)
(NC) INFOCOM: Annual Joint Conf IEEE Comp & Comm Soc (since 1982)
(NC) MOBICOM: ACM Intl Conf on Mobile Computing and Networking (since 1995)
(SE) IEEE Symposium on Security and Privacy (since 1980)
(SE) CCS: ACM Conf on Comp and Communications Security (since 1993)
(OS) SOSP: ACM SIGOPS Symp on OS Principles (since 1967)
(OS) OSDI: Usenix Symp on OS Design and Implementation (since 1994)
Other 1st tier 買粉絲nferences:
(..) FOCS: IEEE Symposium on Foundations of Computer Science (since 1959)
(..) STOC: ACM Symposium on Theory of Computing (since 1969)
(..) ICALP: International Colloquium on Automata, Languages and Programming (since 1973)
(..) SODA: SIAM/ACM Symposium on Discrete Algorithms (since 1990)
(..) ISMB: Intl Conf on Intelligent Systems for Molecular Biology (since 1993)
Se買粉絲nd Tier Conferences(Rank 2)
(DB) ER: Intl Conf on Conceptual Modeling (Conf on the Entity Relationship Approach) (Since 1979)
(DB) SSDBM: Intl Conf on Scientific and Statistical DB Mgmt (since 1981)
(DB) FODO: Intl Conf on Foundation on Data Organization (si