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Deploy machine learning models to production : with flask, streamlit, docker, and kubernetes on google cloud platform / / Pramod Singh
| Deploy machine learning models to production : with flask, streamlit, docker, and kubernetes on google cloud platform / / Pramod Singh |
| Autore | Singh Pramod <1954-> |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | New York, New York : , : Appress L. P., , [2021] |
| Descrizione fisica | 1 online resource (XIII, 150 p. 115 illus.) |
| Disciplina | 006.31 |
| Soggetto topico |
Machine learning
Python (Computer program language) Open source software |
| ISBN | 1-4842-6546-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: Introduction to Machine Learning -- Chapter 2: Model Deployment and Challenges -- Chapter 3: Machine Learning Deployment as a Web Service -- Chapter 4: Machine Learning Deployment Using Docker -- Chapter 5: Machine Learning Deployment Using Kubernetes. |
| Record Nr. | UNINA-9910484971603321 |
Singh Pramod <1954->
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| New York, New York : , : Appress L. P., , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Machine learning with Pyspark : with natural language processing and recommender systems. / / Pramod Singh
| Machine learning with Pyspark : with natural language processing and recommender systems. / / Pramod Singh |
| Autore | Singh Pramod <1954-> |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | New York, NY : , : Apress, , [2022] |
| Descrizione fisica | 1 online resource (230 pages) |
| Disciplina | 005.3 |
| Soggetto topico |
Application software - Development
Python (Computer program language) SPARK (Computer program language) |
| ISBN |
1-5231-5099-8
1-4842-7777-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: Introduction to Spark 3.1 -- Chapter 2: Manage Data with PySpark -- Chapter 3: Introduction to Machine Learning -- Chapter 4: Linear Regression with PySpark -- Chapter 5: Logistic Regression with PySpark -- Chapter 6: Ensembling with PySpark -- Chapter 7: Clustering with PySpark -- Chapter 8: Recommendation Engine with PySpark -- Chapter 9: Advanced Feature Engineering with PySpark. |
| Record Nr. | UNINA-9910522977203321 |
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Singh Pramod <1954->
|
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| New York, NY : , : Apress, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||