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Guide to Intelligent Data Science [[electronic resource] ] : How to Intelligently Make Use of Real Data / / by Michael R. Berthold, Christian Borgelt, Frank Höppner, Frank Klawonn, Rosaria Silipo
| Guide to Intelligent Data Science [[electronic resource] ] : How to Intelligently Make Use of Real Data / / by Michael R. Berthold, Christian Borgelt, Frank Höppner, Frank Klawonn, Rosaria Silipo |
| Autore | Berthold Michael R |
| Edizione | [2nd ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XIII, 420 p. 179 illus., 122 illus. in color.) |
| Disciplina | 006.312 |
| Collana | Texts in Computer Science |
| Soggetto topico |
Data mining
Machine learning Big data Data Mining and Knowledge Discovery Machine Learning Big Data/Analytics |
| ISBN | 3-030-45574-2 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Practical Data Analysis: An Example -- Project Understanding -- Data Understanding -- Principles of Modeling -- Data Preparation -- Finding Patterns -- Finding Explanations -- Finding Predictors -- Evaluation and Deployment -- The Labelling Problem -- Appendix A: Statistics -- Appendix B: KNIME. |
| Record Nr. | UNISA-996465468003316 |
Berthold Michael R
|
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Guide to Intelligent Data Science : How to Intelligently Make Use of Real Data / / by Michael R. Berthold, Christian Borgelt, Frank Höppner, Frank Klawonn, Rosaria Silipo
| Guide to Intelligent Data Science : How to Intelligently Make Use of Real Data / / by Michael R. Berthold, Christian Borgelt, Frank Höppner, Frank Klawonn, Rosaria Silipo |
| Autore | Berthold Michael R |
| Edizione | [2nd ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XIII, 420 p. 179 illus., 122 illus. in color.) |
| Disciplina | 006.312 |
| Collana | Texts in Computer Science |
| Soggetto topico |
Data mining
Machine learning Big data Data Mining and Knowledge Discovery Machine Learning Big Data/Analytics |
| ISBN | 3-030-45574-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Practical Data Analysis: An Example -- Project Understanding -- Data Understanding -- Principles of Modeling -- Data Preparation -- Finding Patterns -- Finding Explanations -- Finding Predictors -- Evaluation and Deployment -- The Labelling Problem -- Appendix A: Statistics -- Appendix B: KNIME. |
| Record Nr. | UNINA-9910416083303321 |
|
Berthold Michael R
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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