Machine Learning in Production
- Offered byDatabricks
Machine Learning in Production at Databricks Overview
Duration | 8 hours |
Start from | Start Now |
Total fee | ₹84,829 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Machine Learning in Production at Databricks Highlights
- Earn a certificate after completion of course from Databricks
- Learn from industry experts
Machine Learning in Production at Databricks Course details
In this course, you will learn the best practices for managing machine learning experiments and models with MLflow
There are two main components in this course: (i) using MLflow to track the machine learning lifecycle, package models for deployment, and manage model versions (ii) examining various production issues, different deployment paradigms, and post-production concerns
By the end of this course, you will have built an end-to-end pipeline to log, deploy, and monitor machine learning models
Class Schedule
09 AM - 05 PM
Machine Learning in Production at Databricks Curriculum
Day 1
ML in production overview
Data management with Delta and Databricks Feature Store
Experiment tracking and versioning with MLflow Tracking
Model management with MLflow Models and Model Registry
Automated testing with webhooks
Deployment paradigms
Monitoring and CI/CD
Machine Learning in Production at Databricks Admission Process
Important Dates
Other courses offered by Databricks
Student Forum
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