Machine learning : a journey to deep learning with exercises and answers / Andreas Wichert and Luis Sa-couto
Material type:
TextPublication details: London World Scientific 2024Description: 624pISBN: - 9798886130706
- 006.31 WIC-A
| Item type | Current library | Collection | Shelving location | Call number | Copy number | Status | Notes | Date due | Barcode | Item holds | |
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New books on display
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BITS Pilani Hyderabad | 003-007 | New Book Display (Welcome to Reserve) | 006.31 WIC-A (Browse shelf(Opens below)) | INR 1995.00 | Available | Display - 2 | 49876 |
This unique compendium discusses some core ideas for the development and implementation of machine learning from three different perspectives ― the statistical perspective, the artificial neural network perspective and the deep learning methodology. The useful reference text represents a solid foundation in machine learning and should prepare readers to apply and understand machine learning algorithms as well as to invent new machine learning methods. It tells a story outgoing from a perceptron to deep learning highlighted with concrete examples, including exercises and answers for the students.Related Link(s)
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