doushi.ai

Doushi.ai claims to be the “lovable figure in the field of machine learning”: Simply upload a spreadsheet of data and provide a brief description of what you want to predict—for example, “Identify which telecommunications customers are at risk of losing their accounts.” Doushi.ai will automatically clean the data, perform feature engineering, select the appropriate algorithm for training the model, and finally provide you with a fully managed REST API.

An interactive simulator is also provided, which allows users to drag and adjust various parameters to observe how the predicted results change. This makes it much easier to explain the model to colleagues in business departments. The entire process requires no coding knowledge or an understanding of machine learning.

The free plan is suitable for creating prototypes and conducting evaluations, as well as allowing up to 1,000 API calls per month. For full-scale deployment, a paid package is required. This option is ideal for small and medium-sized enterprises that wish to use data for predictive analysis but do not have algorithm engineers in their teams.