via Intuitive explanation of what is degrees of freedom.
Imagine being asked to choose 5 numbers that sum to 100. For simplicity sake you say 20, 20, 20, 20. Before you utter the 5th number I ask you to stop and say that I know your 5th number is 20 as well. This is because the first 4 numbers chosen by you summed up … Continue reading Intuitive explanation of what is degrees of freedom.
So what were the answers popping in your head ? Random forest, SVM, K means, Knn or even Deep Learning and its variants ? Now some of you might laugh and say how on earth can you predict so far ahead, predicting things 100 yrs into future is crazy. What makes you say Regression Will continue to … Continue reading Which Machine Learning Algo will continue to be in use in year 2118?
Source : Pixabay Many a blogs and articles are written on how to become a Data Scientist. The list normally goes like this · Study descriptive statistics, hypothesis testing, probability · Learn types of Machine learning algorithms — Supervised, Unsupervised · Learn Python, R, SAS, SQL · Apply machine learning techniques using Python, R, SAS · Learn Data Visualization … Continue reading Want To Become a Data Scientist? Try Feynman Technique.
Docker : Representational ImageIn my previous post I had written about how to host an R shiny app on AWS cloud. Once the app is hosted successfully, your end users can access the app easily. But what if your end users want to host the app locally in their system and possibly make changes to the … Continue reading How to Dockerize an R Shiny App — Part 1
Many of us are bombarded with various recommendations in our day to day life, be it on e-commerce sites or social media sites. Some of the recommendations look relevant but some create range of emotions in people, varying from confusion to anger. There are basically two types of recommender systems, Content based and Collaborative filtering. … Continue reading Recommender Engine — Under The Hood
What is R Shiny App? R shiny app is an interactive web interface. R shiny app has two components user interface object (UI.R) and server function (Server .R). The two components are passed as arguments to the shiny app function that creates a shiny app object. For more info on how to build Shiny apps please refer … Continue reading How to host an R Shiny App on AWS cloud in 7 simple steps