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 and evaluating thousands of features, selecting the most appropriate machine learning models and even mapping your final ML models 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.
Best of all, dotData can understand the schemas associated with your data sets, automatically identifying key relationships to help you quickly build feature tables that are the basis of your machine learning models.
Free White Paper
Over 80% of data science projects never leave the lab. One of the key reasons is that there simply aren’t enough data scientists. Read our complimentary white paper: How to stop data science projects from failing, and see how you can leverage AutoML 2.0 to empower your BI team and Business Analysts today.
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.
dotData’s AI-based engine leverages your enterprise relational data sets to create and automatically score millions of features, exposing the most relevant ones that are then ready to be evaluated against the world’s best ML models – all with minimal user input.
Build Models in Days, Not Months
dotData also accelerates data science for business by making the process of selecting the right machine learning model quick, simple, and, of course, automated. dotData automatically evaluates the best 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.
With dotData, your ML or AI projects can move faster and provide value to your business users in record time.
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.
The Right Product for the Right User
Start by selecting the product you need, based on your environment, your use-case and your need to “get dirty” with the details of your data science workflow.
dotData Enterprise:
AutoML 2.0 & Data Science Automation
Leverage a full GUI experience to automate as much of your data science workflow as necessary. Empower citizen data scientists and data scientists alike.
dotDataPy:
AutoML 2.0 in a command-line
Leverage a rich and scalable Python library that enables you to perform end-to-end data science tasks with just a few lines of Python code.
Put Data to Science to Work for Your Business
Artificial Intelligence and Machine Learning can provide immense benefits to businesses across many industries. dotData’s AI-powered solutions can help you maximize your return on investment on your AI and Machine Learning dollars by automating the hardest, most time-consuming parts of the data science process.
Data Science Productivity
Boost the productivity of your data science team by providing them a platform that helps them acclerate the hardest, most time-consuming parts of their workflow.
Boost Adoption of ML & AI
Provide citizen-data scientists with an easy-to-use, automated platform that helps turn BI Analysts and Data Engineers into Data Scientists.