Most of the machine learning algorithms can only process numerical values. Since a lot of the datasets out there have categorical variables, a Machine Learning engineer needs to be able to convert these categorical values into numerical ones, using the right approach. Therefore he needs to know the tools that are out there and also... Continue Reading →

Data visualization is the process of understanding data better and gaining insights from it by placing it in a visual context. Data visualization has become one of the most sought after skills.  If you understand your data well, you will know what you have to do with it, to build a cutting edge machine learning... Continue Reading →

Since we live in a 3-dimensional world, we can understand things in 1 dimension, 2 dimensions and 3 dimensions easily but Datasets can be very complex and hard to understand, especially if you don’t have the right tricks in your proposal. In machine learning, we sometimes need to make assumptions based on hundred or even... Continue Reading →