Murty, M and Avinash, M (2023) Introduction. [Book Chapter]
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Official URL: https://doi.org/10.1007/978-981-19-7908-8_1
Abstract
In this chapter we provide a brief introduction to machine learning (ML). We introduce some of the important steps in ML including data acquisition, feature engineering, model selection, model estimation, model evaluation, and model explanation.
| Item Type: | Book Chapter |
|---|---|
| Publication: | SpringerBriefs in Computer Science |
| Publisher: | Springer |
| Additional Information: | The copyright for this article belongs to Springer. |
| Keywords: | Engineering modelling; Estimation models; Feature engineerings; Machine-learning; Model estimation; Model evaluation; Model Selection; Selection model |
| Department/Centre: | Division of Electrical Sciences > Computer Science & Automation |
| Date Deposited: | 05 Jun 2023 06:55 |
| Last Modified: | 05 Jun 2023 06:55 |
| URI: | https://eprints.iisc.ac.in/id/eprint/81579 |
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