Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Auto-Train a Time-Series Forecast Model with Azure Machine Learning and Azure Databricks

Databricks via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Discover how to auto-train a time-series forecast model using Azure Machine Learning and Azure Databricks in this 27-minute video presentation. Learn about the enterprise-scale approach to AI/ML for industries like Supply Chain, Healthcare, Insurance, and Finance that require highly accurate forecasting models. Explore the Azure AutoML solution for efficiently building forecasting models on Azure Databricks compute, solving sophisticated business problems. Gain insights into the Azure Machine Learning + Azure Databricks approach through slides and a hands-on demo of a business problem. Understand how MLFlow for Data Science Lifecycle Management and Hyperopt for distributed model execution enhance AI/ML enterprise readiness. The presentation covers introduction, time series forecasting, architecture, demo, data import, and next steps, providing a comprehensive overview of this powerful forecasting solution.

Syllabus

Introduction
TimeSeries Forecasting
Architecture
Demo
Import Data
Next Steps

Taught by

Databricks

Reviews

Start your review of Auto-Train a Time-Series Forecast Model with Azure Machine Learning and Azure Databricks

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.