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Simplify Your ML Workflow With AutoML 2.0

By Walter Paliska

AutoML platforms offer “no-code” AI development, but the devil is in the details. For most Business Intelligence professionals, the world of AI and Machine Learning(ML) seems a bit out of reach. The challenge is not so much in whether the technology is useful or not, but rather in the effort required to add AI and ML technology to their BI stacks. The requirement from business users is undoubtedly there. Whether it’s to predict customer churn, model marketing campaign performance, forecast sales, identify clients at high risk of defaulting on receivables, or countless other applications, adding AI/ML to your BI stack can provide immense value. The average BI professional’s problem is that although they are highly skilled at manipulating data and creating sophisticated visualizations, applying the additional data optimization and statistical mathematics necessary to build effective AI/ML models is not within their skill-set. Enter AutoML Workflows The promise of AutoML is…

Removing Barriers to AI Adoption with dotData 2.0

By Sachin Andhare

A fundamental problem that prevents AI from reaching the broad market is the complexity of this technology, the challenges around its implementation, and usability. To enable more people to embrace AI, we must lower the barriers to AI adoption. Software vendors should build platforms that make AI simple to use.  Enterprises customers need the right set of tools for business, operations, or LOB users. Tools that make using AI as easy as a drag and drop operation. The majority of existing AI platforms are designed for the experienced data science professionals. But what about the non-data science community?  If you are a citizen data scientist such as BI developer or business analyst and would like to infuse AI in your applications, very limited options are available. That changes with dotData 2.0, a platform designed for BI and analytics professionals.So what’s new in dotData 2.0? In addition to significant UX upgrades,…