Why Sasha Doesn’t Need to Fear Predictive Analytics My friend Sasha asked me about Predictive Analytics (knowing it was my favorite subject). Like most other business people, Sasha has a lot of professional knowledge but no exposure to analytics and the concept of Predictive Analytics […]
Tag: Data Literacy
Can I (or my team) Handle the Citizen Data Scientist Role? If you are a business owner or a business team member who has been asked to consider the Citizen Data Scientist role, you may be wondering how it all works and whether you (or […]
If your small or medium sized (SME) business is looking for ways to improve forecasting, problem solving and market opportunities, it must have an agile, swift analytical process that will allow business users to leverage their role, their knowledge of their business function and their […]
Answering Common Questions from Citizen Data Scientist Candidates! When a business engages its team members and asks them to take on the role of Citizen Data Scientist, there can be many misunderstandings regarding the new role. One of the most common misunderstandings relates to who […]
Users Might Think Augmented Analytics is Too Difficult. That’s Not True! If you are a business manager who wants to enable a Citizen Data Scientist environment, but you find yourself up against resistance, it is often because your business users believe that advanced analytics is […]
This article describes the analytical technique of multilayer perceptrons for classification. What is a Multilayer Perceptron Classifier? Multilayer perceptron (MLP) is a technique of feed-forward artificial neural networks using a back propagation learning method to classify the target variable used for supervised learning. MLP’s […]
What Are Key Influencer Analytics and Why Should My Business Care? Do you know what Key Influencer Analytics are? If not, you should! One of the most frustrating tasks a business user has in analytics is finding and gathering the right data for analysis and […]
This article describes the analytical technique of generalized linear regression with gaussian distribution. What is Generalized Linear Regression with Gaussian Distribution? The Generalized Linear Model (GLM) Regression is a flexible generalization of ordinary linear regression that allows for response variables that have error distribution […]
This article provides a brief overview of random forest classification technique. What is Random Forest Classification? The Random Forest Classification model constructs many decision trees wherein each tree votes and outputs the most popular class as the prediction result. Random Forest Classification output helps […]
This article provides a brief overview of isotonic regression technique. What is Isotonic Regression? Isotonic Regression is a variant of linear regression and allows us to build models in piecewise linear manner i.e., breaking up the problem into few or many linear segments and […]