Using Logistic Regression to predict Loan Defaults
A Logistic Regression classifies observations by estimating the probability that an observation is in a particular category.
How Data Visualization helps in Unifying Business Vision
Data visualization is the graphical representation of information and data. By using visual elements like charts, graphs, and maps, data visualization tools provide..
Spam Filtering using Naive Bayes Classifier
Naive Bayes is a probabilistic classification method based on the Bayes Theorem. In general, the Bayes Theorem gives the relationship between the probabilities of two events and their conditional probability.
Effective Forecasting using Linear Regression
Linear Regression is an analytical technique used to model the relationship between several input variables and a continuous outcome variable.
Effective Decision Making using Decision Trees
Decision Trees is a type of Supervised Algorithm, which uses a tree structure to specify sequences of decisions and consequences, for a given input X,
Improving Data Quality using Data Cleansing and Normalization – Part Two
In this blog, I will be explaining about how to further clean the technical data into a ‘Consistent Data’ and the methodologies adopted.
