Are You Feeling Less Than Confident in Your Role as a Citizen Data Scientist? As a Citizen Data Scientist, your journey may have been rocky. If your business did not plan for the cultural shift, the new workflow and processes, or provide support to help […]
Tag: Citizen Data Scientist
The use of business intelligence and business analytics is growing in every industry, business function and in companies of every size. 48% of small and medium sized business CIOs responding to a Gartner survey revealed that business intelligence (BI), data and analytics is one of […]
Don’t Be Intimidated! Citizen Data Scientists Don’t Need Rocket Science! When you take on the mantle of Citizen Data Scientist, there is a lot to process! Much of the reason business users feel overwhelmed at the idea of the Citizen Data Scientist role is the […]
If your business has embraced the concept of Digital Transformation (Dx) and Data Literacy, it must plan for these initiatives in order to ensure that they are successful. The best way to achieve Dx and data literacy is to establish a technology environment that will […]
Want to Succeed with Citizen Data Scientists? Choose Simple Augmented Analytics! Gartner has placed an increased focus on augmented analytics and solutions that support data democratization and business user transformation to the Citizen Data Scientist role. It predicts that those organizations that engage in Citizen […]
Before You Deploy a Citizen Data Scientist Initiative, Understand What That Means! When a business takes on the task of transforming business users to Citizen Data Scientists, they might have very clear goals mind but they may not have a firm grasp on what the […]
Shopping for Advanced Analytics? Get Self-Serve Augmented Analytics and Succeed! There are a lot of business intelligence and analytical tools on the market today and if your business has recognized the need to implement this type of solution for self-serve analytics among business users, it […]
If You Are a Newly Minted Citizen Data Scientist, You Don’t Have to Do it Alone! As a newly minted Citizen Data Scientist, you may feel overwhelmed and uncertain how to proceed. As with any other transition and new responsibility, the first order of business […]
This article describes the analytical technique of gradient boosting regression. What is Gradient Boosting Regression? Gradient Boosting Regression is an analytical technique that is designed to explore the relationship between two or more variables (X, and Y). Its analytical output identifies important factors ( Xi […]
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 […]