Welcome to our instructor led ML workshop using Azure ML Platform. Here we will focus on essential concepts with plenty of interactive discussion.
Time | Agenda |
---|---|
9:00 - 9:30 am | Intro/ Big picture |
9:30 – 10:30 am | UI First Approach 1. Auto ML (Marketing Usecase) Bonus: AutoML: Can you create forecasting model for NYC energy demand? Dataset here 2. Optional: Visual Interface (Automobile Price Prediction) Note: Do not delete the Workspace & Resource group yet |
Break! | 15 mins |
10:45 am – 12:15 pm | Coding First Approach: 1. Model Training 2. Model deployment & scoring Optional: (a) Leverge AutoML using API (b) Leverage Databricks with Azure ML |
Lunch! | 45 mins |
1:00pm – 1:30 pm | Interactive Discussion: API for Train & Deploy |
1:30 pm – 5:00 pm (breaks as needed) |
MLOps Hands-on Workshop |