10. Trifacta v4

Trifacta develops 'data wrangling' software used to transform and enrich raw, complex data into clean, structured data for analysis. The new release provides expanded support for cloud deployments and cloud data source connectivity through integrations with Amazon Web Services (including Amazon S3 and Redshift for input and EC2 for deployment), Google Cloud Platform and Microsoft Azure. Trifacta v4 offers improved performance and scale, including an optimized in-memory data processing engine for data sets that don't require parallel processing.