Enterprise data science is not a magic wand but it is a complex and time-consuming process, requiring months of manual efforts for highly-skilled data science teams. Automate the most time-consuming and repetitive tasks that are the bane of data science work and shorten AI development times from months to days with dotData’s AutoML 2.0 solutions.
AutoML 2.0, Data Science Acceleration
Deliver More with Less in These Uncertain Economies
Develop Your AI in Days
Traditional enterprise AI development needs months of manual effort by experienced data science teams. dotData’s AutoML 2.0 allows you to explore millions of feature hypotheses and hundreds of ML models in just hours and deriver value from your projects in days, not months.
Full-Cycle Data Science Automation
dotData is the first and only platform that automates the entire enterprise data science workflow from raw data through feature engineering to machine learning. dotData eliminates cumbersome and time-consuming manual tasks allowing your important data science resources to focus on the most important business problems.
Over 80% of data science projects never leave the lab. A big reason is that there simply aren’t enough data scientists to get the job done. Join dotData VP of Data Science, Aaron Chang, as he discusses how AutoML 2.0 can help automate and accelerate your data science process
Expand In-house AI
AI has been the most important technology for enterprise without doubt. Leverage dotData to expand your in-house AI development capability to deliver critical and impactful AI applications faster with more flexibly.
Transform AI Development into Agile
dotData changes your AI development cycle. Avoid too many upfront efforts and project failures after months of work. With dotData, obtain the MVP results in hours, validate the values with business owners, and iterate improvements.
AI Deployment becomes faster and simpler than ever before
dotData automates the production-ready API end-point generation that supports not only ML scoring, but the entire pipeline including data preparation and feature engineering. Validate model accuracy automatically and retrain models based on real-world data using an API-based integration. dotData makes deploying and maintaining your AI models faster and simpler than ever before.
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’s AutoML 2.0 Enables Enterprise AI for All
dotData accelerates, democratizes and operationalizes enterprise data science through automation and fully commits its vision to enable enterprise AI for All. dotData’s AutoML 2.0 delivers disruptive speed and scale enabling you to establish a truly AI-driven enterprise and extract unlimited business values.
AutoML 2.0: Data Science Automation Accelerates Your Business
Scaling a data science practice is challenging, time-consuming, and expensive. With Automated Data Science, you can empower data analysts, software engineers, and BI professionals to build and benefit from predictive models. Through Data Science Automation, you can embed models into applications seamlessly, while freeing up the time of your data science team to be more productive.
BI & Analytics
Unlike traditional AutoML systems that require users have in-depth knowledge of data wrangling and constructing feature tables, dotData automates the full cycle of the data science process. With dotData, your BI team and data analysts can quickly learn to contribute to your ML and Enterprise AI initiatives.
Data scientists spend 80% of their time in wrangling with data and constructing complex hypotheses. Achieve 10x faster time-to-value and leverage AI-derived features to enhance your ML model development and deliver deeper business insights.
IT & Engineer
Integrating your AI and Machine Learning models into production environments is a crucial but difficult step in deriving value from your Enterprise AI projects. With dotData APIs and dotData Stream, continuous AI deployment and maintenance gets faster and simpler than ever before.
Executives & LoBs
In these uncertain economic times, enterprise must accelerate its digital formation more than before, even if you don’t have enough data scientists. AI automation delivers disruptive speed and scale enabling you to establish a truly AI-driven enterprise.