This topic describes the benefits of Machine Learning Platform for AI. Machine Learning Platform for AI is an all-in-one platform that supports a variety of machine learning algorithms, mainstream machine learning frameworks, and visualized modeling methods.
Rich machine learning algorithms
The algorithms of Machine Learning Platform for AI have been tested by business within Alibaba Group for many years. Machine Learning Platform for AI supports basic algorithms such as clustering and regression, and complex algorithms such as text analysis and feature engineering.
Compatibility with Alibaba Cloud services
Models trained by Machine Learning Platform for AI are stored in MaxCompute and can be used with other Alibaba Cloud services.
All-in-one machine learning platform
Machine Learning Platform for AI allows you to streamline workflows including data uploading, data preprocessing, feature engineering, model training, and model evaluation and publishing.
Mainstream deep learning frameworks
Machine Learning Platform for AI supports mainstream deep learning frameworks such as TensorFlow, Caffe, and MXNet.
Visualized modeling methods
- You can drag and drop components to create machine learning experiments.
- You can use the built-in Automated Machine Learning (AutoML) module to tune parameters. AutoML can automatically explore model parameters, evaluate models, pass down generated models to downstream nodes, and optimize models.
Quick model deployment
Machine Learning Platform for AI allows you to deploy models trained by Machine Learning Studio, Data Science Workshop (DSW), and AutoLearning as Restful APIs. This way, you can use models by calling their APIs to meet your requirements.
Quality technical support
If you encounter any problem when you use Machine Learning Platform for AI, submit a ticket or contact the service owner.