Pub Date : 2017-06-05DOI: 10.1007/978-1-4842-4947-5
M. Swamynathan
{"title":"Mastering Machine Learning with Python in Six Steps: A Practical Implementation Guide to Predictive Data Analytics Using Python","authors":"M. Swamynathan","doi":"10.1007/978-1-4842-4947-5","DOIUrl":"https://doi.org/10.1007/978-1-4842-4947-5","url":null,"abstract":"","PeriodicalId":374947,"journal":{"name":"Mastering Machine Learning with Python in Six Steps","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134244932","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}
Pub Date : 1900-01-01DOI: 10.1007/978-1-4842-4947-5_5
M. Swamynathan
{"title":"Step 5: Text Mining and Recommender Systems","authors":"M. Swamynathan","doi":"10.1007/978-1-4842-4947-5_5","DOIUrl":"https://doi.org/10.1007/978-1-4842-4947-5_5","url":null,"abstract":"","PeriodicalId":374947,"journal":{"name":"Mastering Machine Learning with Python in Six Steps","volume":"23 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":"122069677","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}
Pub Date : 1900-01-01DOI: 10.1007/978-1-4842-2866-1_2
M. Swamynathan
{"title":"Step 2: Introduction to Machine Learning","authors":"M. Swamynathan","doi":"10.1007/978-1-4842-2866-1_2","DOIUrl":"https://doi.org/10.1007/978-1-4842-2866-1_2","url":null,"abstract":"","PeriodicalId":374947,"journal":{"name":"Mastering Machine Learning with Python in Six Steps","volume":"67 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":"121557866","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}
Pub Date : 1900-01-01DOI: 10.1007/978-1-4842-4947-5_1
M. Swamynathan
{"title":"Step 1: Getting Started in Python 3","authors":"M. Swamynathan","doi":"10.1007/978-1-4842-4947-5_1","DOIUrl":"https://doi.org/10.1007/978-1-4842-4947-5_1","url":null,"abstract":"","PeriodicalId":374947,"journal":{"name":"Mastering Machine Learning with Python in Six Steps","volume":"9 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":"123658027","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}
Pub Date : 1900-01-01DOI: 10.1007/978-1-4842-2866-1_3
M. Swamynathan
{"title":"Step 3: Fundamentals of Machine Learning","authors":"M. Swamynathan","doi":"10.1007/978-1-4842-2866-1_3","DOIUrl":"https://doi.org/10.1007/978-1-4842-2866-1_3","url":null,"abstract":"","PeriodicalId":374947,"journal":{"name":"Mastering Machine Learning with Python in Six Steps","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":"122279878","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}
Pub Date : 1900-01-01DOI: 10.1007/978-1-4842-4947-5_6
M. Swamynathan
{"title":"Step 6: Deep and Reinforcement Learning","authors":"M. Swamynathan","doi":"10.1007/978-1-4842-4947-5_6","DOIUrl":"https://doi.org/10.1007/978-1-4842-4947-5_6","url":null,"abstract":"","PeriodicalId":374947,"journal":{"name":"Mastering Machine Learning with Python in Six Steps","volume":"11 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":"124484281","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}
Pub Date : 1900-01-01DOI: 10.1007/978-1-4842-4947-5_7
M. Swamynathan
{"title":"Conclusion","authors":"M. Swamynathan","doi":"10.1007/978-1-4842-4947-5_7","DOIUrl":"https://doi.org/10.1007/978-1-4842-4947-5_7","url":null,"abstract":"","PeriodicalId":374947,"journal":{"name":"Mastering Machine Learning with Python in Six Steps","volume":"10 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":"121621631","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}
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