{"title":"Google BigQuery","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_38","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_38","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"18 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":"126338819","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}
{"title":"TensorFlow 2.0 and Keras","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_30","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_30","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"36 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":"122283829","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}
{"title":"Google Compute Engine (GCE)","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_5","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_5","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"73 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":"124193226","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}
{"title":"Google AutoML: Cloud Natural Language Processing","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_43","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_43","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"9 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":"126412610","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}
{"title":"Convolutional Neural Networks (CNN)","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_35","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_35","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"63 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133970342","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}
{"title":"Python","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_9","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_9","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"16 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132722987","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}
{"title":"Ensemble Methods","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_23","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_23","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":"123905535","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}
{"title":"Introduction to Scikit-learn","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_18","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_18","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"244 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":"122826690","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}
{"title":"Principal Component Analysis (PCA)","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_26","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_26","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"47 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":"128928363","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}
{"title":"Regularization for Linear Models","authors":"Ekaba Bisong","doi":"10.1007/978-1-4842-4470-8_21","DOIUrl":"https://doi.org/10.1007/978-1-4842-4470-8_21","url":null,"abstract":"","PeriodicalId":253682,"journal":{"name":"Building Machine Learning and Deep Learning Models on Google Cloud Platform","volume":"25 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":"129086278","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}