ClickHouse/website/blog/en/2021/how-to-enable-predictive-capabilities-in-clickhouse-databases.md

title	image	date	author	tags
How to Enable Predictive Capabilities in Clickhouse Databases	https://blog-images.clickhouse.com/en/2021/mindsdb-enables-predictive-capabilities-in-clickHouse/featured.png	2021-12-14	Ilya Yatsishin	company how-to MindsDB

ClickHouse is a fast, open-source, column-oriented SQL database that is very useful for data analysis and real-time analytics and with MindsDB can be turned into a powerful machine learning platform for business forecasting.

In this article, we will

• Guide you through the machine learning workflow and how to use ClickHouse’s powerful tools, like materialized views, to better and more effectively handle data cleaning and preparation - especially for the large datasets with billions of rows of data,
• Explore the concept of AI Tables from MindsDB and how they can be used within ClickHouse to automatically build predictive models and make forecasts using simple SQL statements, and
• Share how MindsDB automates really complex machine learning tasks, like multivariate time-series analysis with high cardinality, show how to detect anomalies, and visualize these predictions.

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