Introduction Last week, we learned about Random Forest Algorithm. Now we know it helps us reduce a model's variance by…
Is it gonna rain today? Should I take my umbrella to the office or not? To know the answer to…
Times are changing and have been for a while now. In the world of STEM, women are no longer considered…
Introduction Treat "forests" well. Not for the sake of nature, but for solving problems too! Random Forest is one of…
Introduction "The road to machine learning starts with Regression. Are you ready?" If you are aspiring to become a data…
What is NLP? If you walk to an intersection of computational linguistics, artificial intelligence, and computer science, you are more…
Machine Learning In very simple terms, Machine Learning is about training or teaching computers to take decisions or actions without…
You are probably using machine learning a number of times in a day without even noticing. For instance, whenever you…
Principal component analysis, or PCA, is a powerful tool which is used to analyze data sets and is formulated in…
Just about everyone has watched animated movies such as Frozen or Big Hero 6 or has at least heard about…
Data is key for making important business decisions. Depending upon the domain and complexity of the business, there can be…
In the previous article, we saw how dplyr and tidyr packages in R can be used to visualize and plot…