Cover Image

Machine learning bookcamp : build a portfolio of real-life projects /

Bibliographic Details
Main Author: Grigorev, Alexey
Corporate Author: EBSCOhost
Format: eBook
Language:English
Published: Shelter Island, NY : Manning Publications, [2021]
Subjects:
Machine learning.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • 1. Introduction to machine learning
  • 2. Machine learning for regression
  • 3. Machine learning for classification
  • 4. Evaluation metrics for classification
  • 5. Deploying machine learning models
  • 6. Decision trees and ensemble learning
  • 7. Neural networks and deep learning
  • 8. Serverless deep learning
  • 9. Serving models with Kubernetes and Kubeflow.