• Manage training jobs locally,
scaled-up or scaled-out
• Run distributed TensorFlow or
CNTK training jobs
• Conduct a hyperparameter
search on traditional ML or DNN
• Service side capture of run
metrics, output logs and models
• Leaderboards, side by side run
comparison and model selection
• Use your favorite IDEs, editors,
notebooks, and frameworks
Azure ML Experimentation
U S E T H E M O S T P O P U L A R I N N O V A T I O N S
U S E A N Y T O O L
U S E A N Y F R A M E W O R K O R L I B R A R Y
Core
Workspace
Project
Run
Train
CNTK
TensorFlow
Script
Hyperdrive
Data
Connection
Mount
Copy
Provision
Batch AI
DSVM
ACI
Deploy Model
Using AML Python SDK
Using AML Python SDK
Using AML Python SDK
Using AML Python SDK
Using AML Python SDK
Using AML Python SDK
Using AML Python SDK
Using AML Python SDK

Using AML Python SDK

Editor's Notes