Machine learning with PyTorch and Scikit-Learn : develop machine learning and deep learning models with Python
| 000 | 00000cam u2200205 a 4500 | |
| 001 | 000046144220 | |
| 005 | 20230331161341 | |
| 008 | 230317s2022 enka 001 0 eng c | |
| 020 | ▼a 9781801819312 (pbk.) | |
| 020 | ▼a 1801819319 (pbk.) | |
| 020 | ▼z 9781801816380 (ebk.) | |
| 020 | ▼z 1801816387 (ebk.) | |
| 035 | ▼a (KERIS)BIB000016542532 | |
| 040 | ▼a EBLCP ▼b eng ▼c EBLCP ▼d N$T ▼d 221016 ▼d 211009 | |
| 050 | 4 | ▼a QA76.73.P98 |
| 082 | 0 4 | ▼a 006.31 ▼2 23 |
| 084 | ▼a 006.31 ▼2 DDCK | |
| 090 | ▼a 006.31 ▼b R223m | |
| 100 | 1 | ▼a Raschka, Sebastian. |
| 245 | 1 0 | ▼a Machine learning with PyTorch and Scikit-Learn : ▼b develop machine learning and deep learning models with Python / ▼c Sebastian Raschka, Yuxi (Hayden) Liu, Vahid Mirjalili ; foreword by Dmytro Dzhulgakov. |
| 260 | ▼a Birmingham : ▼b Packt Publishing, ▼c 2022. | |
| 300 | ▼a xxix, 741 p. : ▼b ill. ; ▼c 24 cm. | |
| 490 | 1 | ▼a Expert insight |
| 500 | ▼a Includes index. | |
| 650 | 0 | ▼a Machine learning. |
| 650 | 0 | ▼a Python (Computer program language). |
| 650 | 0 | ▼a Machine learning ▼x Computer programs. |
| 700 | 1 | ▼a Liu, Yuxi. |
| 700 | 1 | ▼a Mirjalili, Vahid. |
| 830 | 0 | ▼a Expert insight. |
| 945 | ▼a ITMT |
Holdings Information
| No. | Location | Call Number | Accession No. | Availability | Due Date | Make a Reservation | Service |
|---|---|---|---|---|---|---|---|
| No. 1 | Location Main Library/Western Books/ | Call Number 006.31 R223m | Accession No. 111878043 | Availability In loan | Due Date 2023-06-03 | Make a Reservation Available for Reserve | Service |
| No. 2 | Location Science & Engineering Library/Sci-Info/ | Call Number 006.31 R223m | Accession No. 121263080 | Availability Available | Due Date | Make a Reservation | Service |
| No. 3 | Location Science & Engineering Library/Sci-Info/ | Call Number 006.31 R223m | Accession No. 121263081 | Availability Available | Due Date | Make a Reservation | Service |
| No. | Location | Call Number | Accession No. | Availability | Due Date | Make a Reservation | Service |
|---|---|---|---|---|---|---|---|
| No. 1 | Location Main Library/Western Books/ | Call Number 006.31 R223m | Accession No. 111878043 | Availability In loan | Due Date 2023-06-03 | Make a Reservation Available for Reserve | Service |
| No. | Location | Call Number | Accession No. | Availability | Due Date | Make a Reservation | Service |
|---|---|---|---|---|---|---|---|
| No. 1 | Location Science & Engineering Library/Sci-Info/ | Call Number 006.31 R223m | Accession No. 121263080 | Availability Available | Due Date | Make a Reservation | Service |
| No. 2 | Location Science & Engineering Library/Sci-Info/ | Call Number 006.31 R223m | Accession No. 121263081 | Availability Available | Due Date | Make a Reservation | Service |
Contents information
Table of Contents
Giving Computers the Ability to Learn from Data Training Simple Machine Learning Algorithms for Classification A Tour of Machine Learning Classifiers Using Scikit-Learn Building Good Training Datasets - Data Preprocessing Compressing Data via Dimensionality Reduction Learning Best Practices for Model Evaluation and Hyperparameter Tuning Combining Different Models for Ensemble Learning Applying Machine Learning to Sentiment Analysis Predicting Continuous Target Variables with Regression Analysis Working with Unlabeled Data - Clustering Analysis (N.B. Please use the Look Inside option to see further chapters)
