Guide to Intelligent Data Science : How to Intelligently Make Use of Real Data /: How to Intelligently Make Use of Real Data. (2020)

• Record Type: Book
• Further Information: Note: Michael R. Berthold, Christian Borgelt, Frank Höppner, Frank Klawonn, Rosaria Silipo.
• Authors: Berthold, Michael R; Borgelt, Christian; Höppner, Frank; Klawonn, Frank; Silipo, Rosaria
• Contents: Introduction Practical Data Analysis: An Example Project Understanding Data Understanding Principles of Modeling Data Preparation Finding Patterns Finding Explanations Finding Predictors Evaluation and DeploymentThe Labelling Problem Appendix A: Statistics Appendix B: KNIME.
• Edition: Second edition
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (420 pages)
• Subjects: Computer science; Data mining; Machine learning; Big data; Computers -- Intelligence (AI) & Semantics; Business & Economics -- Industries -- Computer Industry; Machine learning; Business mathematics & systems; Computers -- Database Management -- Data Mining; Data mining
• Languages: English
• ISBNs: 9783030455743
• Related ISBNs: 9783030455736
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.