Practical Data Science with Rtxt,chm,pdf,epub,mobi下载 作者: Nina Zumel / John Mount 出版社: Manning Publications 出版年: 2014-4-13 页数: 416 定价: USD 49.99 装帧: Paperback ISBN: 9781617291562 内容简介 · · · · · ·Simply put, data science is the discipline of extracting meaning from data. More and more business analysts are called to work as data scientists and while it can involve deep knowledge of statistics, mathematics, machine learning, and computer science; for most non-academics, data science looks like applying analysis techniques to answer key business questions. Sophisticated s... 作者简介 · · · · · ·Nina Zumel and John Mount are co-founders of Win-Vector, a data science consulting firm in San Francisco. Nina holds a Ph.D. in robotics from Carnegie Mellon and was a content developer for EMC's Data Science and Big Data Analytics Training Course. John has a Ph.D. in computer science from Carnegie Mellon and over 15 years of applied experience in biotech research, online adver... 目录 · · · · · ·PART 1: INTRODUCTION TO DATA SCIENCE1 The Data Science Process - FREE 2 Starting with R and Data - AVAILABLE 3 Exploring Data - AVAILABLE 4 Managing Data - AVAILABLE PART 2:MODELING METHODS · · · · · · () PART 1: INTRODUCTION TO DATA SCIENCE 1 The Data Science Process - FREE 2 Starting with R and Data - AVAILABLE 3 Exploring Data - AVAILABLE 4 Managing Data - AVAILABLE PART 2:MODELING METHODS 5 Using Memorization Methods 6 Linear and Logistic Regression 7 Using Unsupervised Methods 8 Exploring Advanced Methods PART 3: RESULTS 9 Evaluating Models 10 Managing Models in Production 11 Building Successful Presentations 12 Presenting to different audiences 13 Deployment Documentation 14 Conclusion APPENDICES: A Working With R and other tools B Important statistical concepts C Transforming Problems and Data D Further Reading · · · · · · () |
很有趣的一本书
品质不错值得拜看
给别人买的
什么也不说了