AI Model Development & Lifecycle Management (MLOps for PMs)

Intermediate Level

02:37 hrs

What you will learn:

Identify key concepts of AI models and their lifecycle.Implement effective deployment strategies for machine learning models.Apply best practices for monitoring AI models in production.Evaluate model performance using established metrics and guidelines.Recognize common pitfalls in model monitoring and how to avoid them.

Badge

360 edCoins bonus

2153 Enrolled

4.7 Rating

Skills you will gain

AI Model BasicsMLOps ImportanceDeployment StrategiesBest PracticesModel DeploymentMonitoring TechniquesModel Drift Understanding

AI Model Overview

Model Deployment Techniques

Monitoring AI Models in Production

Reviewing Model Performance

AI Model Development & Lifecycle Management (MLOps for PMs)

Course Modules

1. AI Model Overview39 mins90 Edcoins

2. Model Deployment Techniques37 mins90 Edcoins

3. Monitoring AI Models in Production39 mins90 Edcoins

4. Reviewing Model Performance42 mins90 Edcoins