ExploData - Data Exploration and Analysis Tool

using Shiny & R

I have designed and developed a tool can be used for standard data exploration and analysis. You can experiment either with the existing standard data or upload a datafile of your own. The data is preprocessed internally and can be explored using the standards plots provided by the tool. You... [Read More]

Balancing techniques for unbalanced datasets

in Python & R

Data Sampling in data science is an important aspect for any statistical analysis project which is used to select, manipulate and analyze a representative subset of data points called samples in order to identify patterns and trends in the larger data set usually termed as population being examined. Lets say... [Read More]

Designing neural network

What activation function you plan to implement

Activation function defines the way the output is manipulated based on the input in a Neural Network. These functions must not only be differentiable but they are also mostly non-linear for determining a non-linear decision boundary using non-linear combinations of the input feature vector and weights. A few options for... [Read More]