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Building Machine Learning and Deep Learning Models on Google Cloud Platform最新文献

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Building Machine Learning and Deep Learning Models on Google Cloud Platform: A Comprehensive Guide for Beginners 在Google云平台上构建机器学习和深度学习模型:初学者综合指南
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 2019-09-28 DOI: 10.1007/978-1-4842-4470-8
Ekaba Bisong
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引用次数: 407
Google AutoML: Cloud Vision Google AutoML:云视觉
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_42
Ekaba Bisong
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引用次数: 34
More Supervised Machine Learning Techniques with Scikit-learn 更多监督机器学习技术与Scikit-learn
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_24
Ekaba Bisong
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引用次数: 35
An Overview of Google Cloud Platform Services 谷歌云平台服务概述
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_2
Ekaba Bisong
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引用次数: 27
Optimization for Machine Learning: Gradient Descent 机器学习的优化:梯度下降
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_16
Ekaba Bisong
{"title":"Optimization for Machine Learning: Gradient Descent","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_16","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_16","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114828042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Matplotlib and Seaborn
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_12
Ekaba Bisong
{"title":"Matplotlib and Seaborn","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_12","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_12","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130254273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 28
Principles of Learning 学习原则
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_14
Ekaba Bisong
{"title":"Principles of Learning","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_14","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_14","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122934565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Support Vector Machines 支持向量机
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_22
Ekaba Bisong
{"title":"Support Vector Machines","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_22","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_22","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123586249","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clustering 聚类
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_25
Ekaba Bisong
{"title":"Clustering","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_25","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_25","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"146 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134290770","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deploying an End-to-End Machine Learning Solution on Kubeflow Pipelines 在Kubeflow管道上部署端到端机器学习解决方案
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_47
Ekaba Bisong
{"title":"Deploying an End-to-End Machine Learning Solution on Kubeflow Pipelines","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_47","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_47","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116102948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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