Microservices for Machine Learning : Design, implement, and manage high-performance ML systems with microservices
Empowering AI innovations: The fusion of microservices and MLKey Features? Microservices and ML fundamentals, advancements, and practical applications in various industries. Simplify complex ML development with distributed and scalable microservices architectures. Discover real-world scenarios illus...
Tallennettuna:
| Päätekijä: | |
|---|---|
| Aineistotyyppi: | Livre numérique |
| Kieli: | Anglais |
| Julkaistu: |
New Delhi :
BPB Publications
2024.
Paris : Cyberlibris |
| Linkit: | Accès Université d'Orléans et IFPM |
| Huomautus: |
Couverture. https://static2.cyberlibris.com/books_upload/136pix/9789355516886.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Microservices for Machine Learning, Design, implement, and manage high-performance ML systems with microservices, Rohit Ranjan, New Delhi, BPB Publications, 2024, 1 vol. (461 p.), 978-93-5551-688-6 |
Sisällysluettelo:
- 1. Introducing Microservices and Machine Learning
- 2. Foundation of Microservices
- 3. Fundamentals of Machine Learning
- 4. Designing Microservices for Machine Learning
- 5. Implementing Microservices for Machine Learning
- 6. Data Management in Machine Learning Microservices
- 7. Scaling and Load Balancing Machine Learning Microservices
- 8. Securing Machine Learning Microservices
- 9. Monitoring and Logging in Machine Learning Microservices
- 10. Deployment for Machine Learning Microservices
- 11. Real World Use Cases
- 12. Challenges and Future Trends