This tool lets you produce trusted data sets to support ML modeling, operational workflows, and reporting. Data Building Tool (dbt)ĭbt is an open source, command line solution that you can use to rapidly transform data using SQL coding. This is likely why the company recently acquired Trifacta, which is an open and interactive cloud platform for profiling, preparing, and pipelining data.
While Alteryx is an on-prem solution, the company is working on becoming more cloud-driven. At the same time, another user reports that they often have to manually perform certain computations. For example, one user reports facing scenarios where Alteryx lacks fundamental features - like reading from an Excel Binary file and renaming a column. The platform can also require a bit of patience. Arguably its biggest drawback is its limited data visualization tools, which make analysis a bit challenging. Of course, no data transformation platform is perfect - and Alteryx has a few flaws. The platform is also pretty easy to use and it doesn’t require advanced knowledge of IT or data science. There’s a lot to like about Alteryx - like its robust documentation system and user-friendly drag-and-drop system. The solution features the Analytic Process Automation (APA) platform that provides end-to-end automation for data science, machine learning, and analytics functions.Īdditionally, Alteryx also offers individual tools, including the Transformation Tool, which you can use to set data types, clean up missing values, encode data, and select features, among other things.
Alteryx is a low-code/no-code platform that lets you rapidly transform raw data into shareable insights.
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