Data Science for Business With R - Jeffrey Morgan Stanton

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Résumé :
Introduction: Data Science, Many Skills
Chapter 1: Getting Started with R & RStudio
Chapter 2: Rows and Columns
Chapter 3: Data Munging
Chapter 4: What's My Function?
Chapter 5: Beer, Farms, and Peas and the Use of Statistics
Chapter 6: Sample in a Jar
Chapter 7: Storage Wars
Chapter 8: Pictures vs. Numbers
Chapter 9: Map Mashup
Chapter 10: Lining Up Our Models
Chapter 11: What's Your Vector, Victor?
Chapter 12: Hi Ho, Hi Ho-Data Mining We Go
Chapter 13: Word Perfect (Text Mining)
Chapter 14: Shiny Web Apps
Chapter 15: Time for a Deep Dive
...

Biographie:
Introduction: Data Science, Many Skills
Chapter 1: Getting Started with R & RStudio
Chapter 2: Rows and Columns
Chapter 3: Data Munging
Chapter 4: What's My Function?
Chapter 5: Beer, Farms, and Peas and the Use of Statistics
Chapter 6: Sample in a Jar
Chapter 7: Storage Wars
Chapter 8: Pictures vs. Numbers
Chapter 9: Map Mashup
Chapter 10: Lining Up Our Models
Chapter 11: What's Your Vector, Victor?
Chapter 12: Hi Ho, Hi Ho-Data Mining We Go
Chapter 13: Word Perfect (Text Mining)
Chapter 14: Shiny Web Apps
Chapter 15: Time for a Deep Dive
...

Sommaire:

Jeffrey S. Saltz is an Associate Professor at Syracuse University in the School of Information Studies and Director of the school?s Master?s of Science program in Applied Data Science. His research and teaching focus on helping organizations leverage information technology and data for competitive advantage. Specifically, his current research focuses on the socio-technical aspects of data science projects, such as how to coordinate and manage data science teams. In order to stay connected to the real world, Dr. Saltz consults with clients ranging from professional football teams to Fortune 500 organizations. Prior to becoming a professor, Dr. Saltz?s two decades of industry experience focused on leveraging emerging technologies and data analytics to deliver innovative business solutions. In his last corporate role, at JPMorgan Chase, he reported to the firm?s Chief Information Officer and drove technology innovation across the organization. Jeff also held several other key technology management positions at the company, including CTO and Chief Information Architect. He also served as Chief Technology Officer and Principal Investor at Goldman Sachs, where he helped incubate technology start-ups. He started his career as a programmer, project leader and consulting engineer with Digital Equipment Corp. Dr. Saltz holds a B.S. degree in computer science from Cornell University, an M.B.A. from The Wharton School at the University of Pennsylvania, and a PhD in Information Systems from the New Jersey Institute of Technology.