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Applied Data Science Using PySpark最新文献

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Machine Learning Flow and Automated Pipelines 机器学习流程和自动化管道
Applied Data Science Using PySpark Pub Date : 2020-12-18 DOI: 10.1007/978-1-4842-6500-0_8
Ramcharan Kakarla, S. Krishnan, Sridhar Alla
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引用次数: 0
Variable Selection 变量的选择
Applied Data Science Using PySpark Pub Date : 2020-12-18 DOI: 10.1007/978-1-4842-6500-0_4
Ramcharan Kakarla, S. Krishnan, Sridhar Alla
{"title":"Variable Selection","authors":"Ramcharan Kakarla, S. Krishnan, Sridhar Alla","doi":"10.1007/978-1-4842-6500-0_4","DOIUrl":"https://doi.org/10.1007/978-1-4842-6500-0_4","url":null,"abstract":"","PeriodicalId":375494,"journal":{"name":"Applied Data Science Using PySpark","volume":"11244 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126013124","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 Evaluation 模型评价
Applied Data Science Using PySpark Pub Date : 2020-12-18 DOI: 10.1007/978-1-4842-6500-0_6
Ramcharan Kakarla, S. Krishnan, Sridhar Alla
{"title":"Model Evaluation","authors":"Ramcharan Kakarla, S. Krishnan, Sridhar Alla","doi":"10.1007/978-1-4842-6500-0_6","DOIUrl":"https://doi.org/10.1007/978-1-4842-6500-0_6","url":null,"abstract":"","PeriodicalId":375494,"journal":{"name":"Applied Data Science Using PySpark","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127950574","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
PySpark Basics
Applied Data Science Using PySpark Pub Date : 2020-12-18 DOI: 10.1007/978-1-4842-6500-0_2
Ramcharan Kakarla, S. Krishnan, Sridhar Alla
{"title":"PySpark Basics","authors":"Ramcharan Kakarla, S. Krishnan, Sridhar Alla","doi":"10.1007/978-1-4842-6500-0_2","DOIUrl":"https://doi.org/10.1007/978-1-4842-6500-0_2","url":null,"abstract":"","PeriodicalId":375494,"journal":{"name":"Applied Data Science Using PySpark","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127914019","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
Supervised Learning Algorithms 监督学习算法
Applied Data Science Using PySpark Pub Date : 2020-12-18 DOI: 10.1007/978-1-4842-6500-0_5
Ramcharan Kakarla, S. Krishnan, Sridhar Alla
{"title":"Supervised Learning Algorithms","authors":"Ramcharan Kakarla, S. Krishnan, Sridhar Alla","doi":"10.1007/978-1-4842-6500-0_5","DOIUrl":"https://doi.org/10.1007/978-1-4842-6500-0_5","url":null,"abstract":"","PeriodicalId":375494,"journal":{"name":"Applied Data Science Using PySpark","volume":"127 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114250899","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
Setting Up the PySpark Environment 搭建PySpark环境
Applied Data Science Using PySpark Pub Date : 2020-12-18 DOI: 10.1007/978-1-4842-6500-0_1
Ramcharan Kakarla, S. Krishnan, Sridhar Alla
{"title":"Setting Up the PySpark Environment","authors":"Ramcharan Kakarla, S. Krishnan, Sridhar Alla","doi":"10.1007/978-1-4842-6500-0_1","DOIUrl":"https://doi.org/10.1007/978-1-4842-6500-0_1","url":null,"abstract":"","PeriodicalId":375494,"journal":{"name":"Applied Data Science Using PySpark","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122726978","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
Unsupervised Learning and Recommendation Algorithms 无监督学习和推荐算法
Applied Data Science Using PySpark Pub Date : 2020-12-18 DOI: 10.1007/978-1-4842-6500-0_7
Ramcharan Kakarla, S. Krishnan, Sridhar Alla
{"title":"Unsupervised Learning and Recommendation Algorithms","authors":"Ramcharan Kakarla, S. Krishnan, Sridhar Alla","doi":"10.1007/978-1-4842-6500-0_7","DOIUrl":"https://doi.org/10.1007/978-1-4842-6500-0_7","url":null,"abstract":"","PeriodicalId":375494,"journal":{"name":"Applied Data Science Using PySpark","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123579443","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
Deploying Machine Learning Models 部署机器学习模型
Applied Data Science Using PySpark Pub Date : 2019-04-08 DOI: 10.1002/9781119557500.ch12
Ramcharan Kakarla, S. Krishnan, Sridhar Alla
{"title":"Deploying Machine Learning Models","authors":"Ramcharan Kakarla, S. Krishnan, Sridhar Alla","doi":"10.1002/9781119557500.ch12","DOIUrl":"https://doi.org/10.1002/9781119557500.ch12","url":null,"abstract":"","PeriodicalId":375494,"journal":{"name":"Applied Data Science Using PySpark","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128208695","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
Applied Data Science Using PySpark: Learn the End-to-End Predictive Model-Building Cycle 使用PySpark的应用数据科学:学习端到端预测模型构建周期
Applied Data Science Using PySpark Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-6500-0
Ramcharan Kakarla, S. Krishnan, Sridhar Alla
{"title":"Applied Data Science Using PySpark: Learn the End-to-End Predictive Model-Building Cycle","authors":"Ramcharan Kakarla, S. Krishnan, Sridhar Alla","doi":"10.1007/978-1-4842-6500-0","DOIUrl":"https://doi.org/10.1007/978-1-4842-6500-0","url":null,"abstract":"","PeriodicalId":375494,"journal":{"name":"Applied Data Science Using PySpark","volume":"26 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":"121834606","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
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