dotData allows data scientists to explore millions of feature hypotheses and hundreds of ML models in just hours, enabling you to explore 10x more ideas and use cases. dotData frees you from the cumbersome and time-consuming manual tasks allowing you to focus on the most important business problems.
Accelerate Your Data Science Throughput
Agile Data Science is Here
dotData’s AutoML 2.0 changes your data science practice to be more agile. Avoid too many upfront efforts and project failures after months of work. dotData realizes the agile data science cycle – obtain the MVP results in hours, validate the values with business owners, and iterate improvements.
Lets You Focus on What-to-Solve, not How-to-Solve
dotData eliminates a majority of manual tasks that data scientists had to conduct. With dotData, you can focus on what business problem to solve and how to transform the business using AI, rather than low-level tasks to manipulate data and tune machine learning algorithms.
Leverage AI-derived Features to Your ML Models
dotData allows you to automatically explore millions of feature hypotheses, which you have never been able to explore with a traditional manual process. You can utilize the features that dotData discovers to enhance your own ML models.
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
dotData automatically generates production-ready pipeline from data & feature engineering to ML scoring. Deployment of AI models becomes faster, simpler and easier than ever before, using our powerful dotData APIs or dotData Stream – our containerized AI engine. You can automatically retrain not only ML models but also features along with data changes.
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.
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.
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.
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 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.