How do you deliver on AI and machine learning projects in days instead of months? All without specialized data scientists? With dotData. dotData was designed specifically to empower BI and Data Analysts who are comfortable with massaging and wrangling data using SQL, Python or the R programming languages. dotData helps turn everyone into a data scientist.
Overview
Enable the AI Enterprise With Data Science Automation
Why BI & Data Analysts Like dotData
Data Science Without the Headaches
dotData invented full-cycle data science automation. We power data science for business by automating 100% of the data science process through a guided experience. Move through the entire workflow while minimizing the chance for human error. From collecting and prepping data to generating thousands of useful features, selecting the most appropriate machine learning models and even mapping them into a production environment, dotData moves you through 100% of the workflow needed to build exceptional AI and machine learning models.
Get Started Quickly
If you are comfortable with tools like Excel, you are ready to get value from dotData. That’s because dotData automates the entire process of connecting to and understanding your data sources. Unlike other Automated Machine Learning (AutoML) platforms, dotData can use relational data and automatically generate the necessary code to extract value from them.
Automated Feature Engineering
In the world of data science, feature engineering is by far the most complicated and time-consuming task. Armies of data scientists, data analysts like yourself, and even engineers often spend months building, testing and rebuilding “features” for AI and machine learning models. dotData is a ground-breaking platform that automates 100% of this process. Connect to your data sources and dotData takes care of the rest.
Build Models in Days, Not Months
dotData also makes the process of selecting the right machine learning model quick, simple, and, of course, automated. dotData automatically evaluates hundreds of machine learning algorithms and presents results in easy to interpret charts and tables that make selecting the one that makes sense for your business fast and simple.
Explainable Models, Not Black Boxes
Building data science models in an automated platform is great, but what if you can’t explain to your business users the logic behind the models? With dotData that too is a thing of the past. dotData provides exceptional transparency and gives you detailed views of how each feature of your model was built to offer ultimate explainability.