Merging Predictive Analytics and ClickHouse Database

Presented by

Robert Hodges, CEO, Altinity; Jorge Torres, CEO, MindsDB; and Patricio Cerda-Mardini, AI Research, MindsDB

About this talk

Predictive analytics are popular in applications ranging from real-time marketing to factory maintenance. The key challenge is to integrate machine learning with the pools of data required to train models. In this webinar, we will show how to operate machine learning models from within ClickHouse using MindsDB. The webinar starts with an overview of MindsDB, showing how it integrates easily with SQL using AI tables. Next, we’ll show best practices for ClickHouse queries to ingest training data into MindsDB, as well as to invoke models on new data. Finally, we’ll show a demonstration of multivariate time-series forecasting on the popular New York Taxi and Limousine Commission dataset.
Related topics:

More from this channel

Upcoming talks (0)
On-demand talks (12)
Subscribers (353)
No matter how you use ClickHouse, Altinity can help. We focus on enabling any developer to add real-time analytics to any application, regardless of where it runs, how much data it needs to answer questions, or how quickly the data arrives. Unleashing a wave of innovation at the level of individual analytic apps will open new economic opportunities for our customers and benefit users worldwide. Altinity videos provide accessible, in-depth coverage of ClickHouse as well as applications that use it. We cover everything: from beginner intros to deep dives on advanced topics like performance and materialized views. We also feature presentations with users who are building advanced analytical solutions on ClickHouse. No matter what your level, you will find matching content. Our presenters are leading ClickHouse experts with decades of DBMS experience. You'll meet Altinity engineers, leading application developers, and members of the ClickHouse community.