MATLAB^® makes data science easy with tools to access and preprocess data, build machine learning and predictive models, and deploy models to enterprise IT systems.

• Access data stored in flat files, databases, data historians, and cloud storage, or connect to live sources such as data acquisition hardware and financial data feeds
• Manage and clean data using datatypes and preprocessing capabilities for programmatic and interactive data preparation, including apps for ground-truth labeling
• Document data analysis with MATLAB graphics and the Live Editor notebook environment
• Apply domain-specific feature engineering techniques for sensor, text, image, video, and other types of data
• Explore a wide variety of modeling approaches using machine learning and deep learning apps
• Fine-tune machine learning and deep learning models with automated feature selection, model selection, and hyperparameter tuning algorithms
• Deploy machine learning models to production IT systems, without recoding into another language
• Automatically convert machine learning models to standalone C/C++ code