This article describes the analytical technique of random forest regression. What is Random Forest Regression? Random Forest Regression creates a set of Decision Trees from a randomly selected subset of the training set, and aggregates by averaging values from different decision trees to decide the final target value. Random Forest Regression is […]
Tag: Citizen Data Scientist
When a business user takes on the new role of Citizen Data Scientist, it is often with misgivings and concerns. If their business and management team have not adequately explained the expectations of this new role, or made the workflow and cultural changes required to […]
The Journey to Citizen Data Scientist Must Include New Workflow and Processes! Gartner has rightfully predicted the rise of Citizen Data Scientists. Coming from the ranks of business users, Citizen Data Scientists continue to function in their primary roles and fulfill their responsibilities as they […]
Natural Language Processing Defeats User Trepidation About Augmented Analytics! Your business users probably fight you on improving data literacy and on implementing digital transformation. Many business users have a fear of analytics and envision having to become a business analyst or a data scientist in […]
How to Evaluate Business Users in Their New Role as Citizen Data Scientist! When a business initiates a Citizen Data Scientist movement within its ranks, it is important to recognize the other changes that will be required in order to reinforce the value of the […]
How a Citizen Data Scientist Can Help Others Adjust to the New Reality! When a business user is given the mantle of Citizen Data Scientist, they being a journey that can help to advance their career, provide leadership experience and improve visibility across the organization. […]
Data Scientists Focus on Strategy, Citizen Data Scientists Deliver Daily! When Gartner talks about expanding data analytics to business users, they also talk about how the analytical tools must be suitable for business users. If a business wants to implement a Citizen Data Scientist initiative […]
Augmented Analytics is Designed for Business Users So Analytics is Easy for All! When a business decides to undertake a data democratization and data literacy initiative, it is important to recognize that not all advanced analytics solutions are created equal. Business users who are expected […]
What Are Citizen Data Scientists? Citizen Data Scientists represent a new breed of business analysts – a group of individuals with diverse business responsibilities and training, who wield sophisticated analytical tools, and employ complex methods of analysis to improve business results – all without the […]
Getting Started on the Citizen Data Scientist Path! If you follow technology publications and predictions, you know that Citizen Data Scientists are the big news for business. By transforming business users into Citizen Data Scientists, the business can leverage the professional skills and knowledge of […]