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

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Containers and Google Kubernetes Engine 容器和Google Kubernetes引擎
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_45
Ekaba Bisong
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引用次数: 6
JupyterLab Notebooks
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_6
Ekaba Bisong
{"title":"JupyterLab Notebooks","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_6","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_6","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"17 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":"129174303","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: 3
Google Cloud Machine Learning Engine (Cloud MLE) 谷歌云机器学习引擎(Cloud MLE)
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_41
Ekaba Bisong
{"title":"Google Cloud Machine Learning Engine (Cloud MLE)","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_41","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_41","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"3 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":"115732023","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: 10
The Multilayer Perceptron (MLP) 多层感知器(MLP)
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_31
Ekaba Bisong
{"title":"The Multilayer Perceptron (MLP)","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_31","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_31","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":"115767213","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
Regularization for Deep Learning 深度学习的正则化
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_34
Ekaba Bisong
{"title":"Regularization for Deep Learning","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_34","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_34","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"1 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":"130888116","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: 78
Training a Neural Network 训练神经网络
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_29
Ekaba Bisong
{"title":"Training a Neural Network","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_29","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_29","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"78 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":"131736385","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: 11
Batch vs. Online Learning 批量学习与在线学习
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_15
Ekaba Bisong
{"title":"Batch vs. Online Learning","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_15","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_15","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"109 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":"115117642","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: 9
What Is Deep Learning? 什么是深度学习?
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_27
Ekaba Bisong
{"title":"What Is Deep Learning?","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_27","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_27","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"105 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":"123525062","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
Autoencoders 自动编码器
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_37
Ekaba Bisong
{"title":"Autoencoders","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_37","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_37","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"62 4 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":"133986934","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
Model to Predict the Critical Temperature of Superconductors 预测超导体临界温度的模型
Building Machine Learning and Deep Learning Models on Google Cloud Platform Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4470-8_44
Ekaba Bisong
{"title":"Model to Predict the Critical Temperature of Superconductors","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_44","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_44","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"1 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":"131343815","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
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