LISA Machine Learning Platform supports the end-to-end data science and machine learning lifecycle, facilitates collaboration between data analysts and data scientists, and enables the MLOps process. The main capabilities of the LISA ML Platform include data ingestion, data preparation, and data exploration. It also includes feature selection, feature engineering, prototyping, experimentation, model training, validation, model testing, deployment to production, model serving, and monitoring. It also supports a variety of machine learning algorithms including predictive analytics, deep learning, reinforced learning, and the creation of various types of neural networks, etc. LISA ML Platform can be used as an extension of an enterprise data analytics platform and supports a variety of integrations endpoints.

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