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Machine Learning
Prepare your Data
Use any popular data science notebook and framework to transform, massage and sanitize your raw data into a format that can be used by machine learning models
![](https://www.sandatasystem.com/wp-content/uploads/2021/07/Prepare-your-Data-graph-1.jpg)
Train your model
Empower data science teams by automating the creation of sandbox environments running on specialized hardware with your team’s favorite deep learning frameworks and machine learning platforms
![](https://www.sandatasystem.com/wp-content/uploads/2021/07/Train-your-model-graph-1.jpg)
Model Management
Create a collaborative environment where data scientists can share, discover, and track changes across their ML models.
![](https://www.sandatasystem.com/wp-content/uploads/2021/07/Model-Management-graph.jpg)
Scale your Machine Learning Model
Create distributed microservices to serve your machine learning models and enable features like GPU Autoscaling, Canary Rollouts and health checking
![](https://www.sandatasystem.com/wp-content/uploads/2021/07/Scale-your-Machine-Learning-Model-graph.jpg)
Monitor your model
Detect and catch drift to mitigate features changing in your datasets in production environments
![](https://www.sandatasystem.com/wp-content/uploads/2021/07/Monitor-your-model-graph.jpg)