dotData is the ideal set of tools for data scientists. We were the first full-cycle data science automation platform – designed to leverage relational as well as flat-file data sources to automate feature engineering and generate thousands of features in record time.
Overview
Accelerate Your Data Science Throughput
Why Data Scientists Love dotData
Data Science Without the Headaches
Put the power of full-cycle data science to work for you. dotData helps you leverage your data sources to generate millions of features, presenting you with the most reliable ones automatically. Test against the most popular machine learning algorithms and prepare your chosen ML models with complete feature transparency in an easy to deploy process that requires only a few lines of code. dotData takes your data science process from months to days.
Tools for Data Scientists that Automate Workflow
Not all tools for data scientists are built alike. For data scientists, working in your favorite Jupyter notebook is probably your preferred method of operation. dotData gives you all the power and flexibility of our full gui-based dotData Enterprise in a python library that easily integrates into your favorite development environment.
Automate Everything, Even Feature Engineering
dotData provides you with the ability to automate 100% of your data science process. Data collection and wrangling, feature engineering, model selection, and testing, analysis, and even operationalization of your data science process can now happen in days instead of months. It’s literally data science without the headaches.
White Paper
Over 80% of data science projects fail. One of the main reasons is that there simply aren’t enough data scientists. Read our complimentary white paper: Why Data Science Projects Fail, and see for yourself what you can do to scale your data science practice without breaking the bank.
Model Deployment & Maintenance Made Easy
With dotData, deploying your AI and machine learning models is just as fast as the rest of the process. Deploy models quickly and with little risk with our powerful dotData APIs. Deploy models and update them with no downtime and no need to rescore your models.
Priced For True Scalability
dotData fosters true data science scalability and collaboration. That’s because we don’t use a per-user pricing model. dotData can be easily used by as many data scientists, analysts, or engineers as you need, without ever paying for more user names. Pay only for the actual computing power used by your models and deliver on the promise of ubiquitous data science.
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.
Accelerate Data Science
Data science is a slow, time-consuming and often ardous process. dotData accelerates the hardest, most time-consuming parts by 48X or more by leveraging AI-powered feature engineering
Automate Operationalization
Automate the deployment and maintenance of ML and AI models in production environments. dotData’s platform helps you keep your ML models up to date as your production data changes.
AutoML 2.0 Demo
Experience the power, speed, and ease of use of our AI-powered data science automation platform.