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Introduction
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Classroom Contents
Auto-Train a Time-Series Forecast Model with AML & ADB
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- 1 Introduction
- 2 About me
- 3 Agenda
- 4 Timeseries forecasting
- 5 Azure Machine Learning
- 6 Solution Accelerators
- 7 Code Generation
- 8 Hyperparameters
- 9 Compute
- 10 Better Together Architecture
- 11 Incoming Data
- 12 Data Distribution
- 13 Data Operations
- 14 Demo Overview
- 15 Univariate Time Series
- 16 ADB Setup
- 17 Compute Cluster Setup
- 18 Data Setup
- 19 Forecast Period
- 20 Training Setup
- 21 Running the Model
- 22 Enabling Advanced Training
- 23 Many Model
- 24 Many Model Config
- 25 Many Model Example
- 26 Model Run
- 27 Inference
- 28 Notebooks Repository
- 29 Next Steps
