Senior Analyst, Matt Kimball, covers Oracle's new MySQL Heatwave which enables organizations to run OLTP and analytics from a single database, eliminating extract, transform, load (ETL) functions or the need to maintain multiple databases.
5. Look at the results and establish baselines8. Iterate as necessary
Never one to miss an opportunity, cloud service providers started offering automated machine learning services for customers. The promise of each CSP is similar – an organization simply needs to point its data at this service, and the magic happens. Predictions are made, decisions are implemented, and everything is well.
While HeatWave ML's architecture can drive real, measurable value to an organization in terms of performance and cost, I believe the automation built into HeatWave ML will make it tangibly easier for customers to use, extending ML beyond the realm of data scientists. With HeatWave ML, Oracle has abstracted a lot of the fine-tuning and pseudo witchcraft that organizations must employ to make an ML training model"just right.
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