You can also fork the Jupyter notebook on Github here!

The goal of this post/notebook is to go from the basics of data preprocessing to modern techniques used in deep learning. My point is that we can use code (Python/Numpy etc.) to better understand abstract mathematical notions! Thinking by…

Machine Learning is all about creating an artificial brain to perform a task by itself. In most cases that task is Prediction.

How to create a brain which can do predictions ?

1. Create a dumb brain ( technically its called as 'Model')
2. Tell your brain a story  (Datasets…

Regressions are widely used to estimate relations between variables or predict future values for a certain dataset.

If you want to know how much of variable "x" interferes with…

Here is a list of top Python Machine learning projects on GitHub. A continuously updated list of open source learning projects is available on Pansop.

scikit-learn

scikit-learn is a Python…

Developing machine learning solutions that give a lift from your existing prediction algorithms is not an easy task. They require a multitude of activities to get it right including cleaning up the data, setting up the infrastructure, testing &re-testing the model & finally deploying the algorithm.

Here are five machine learning services that can help…