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Top 5 Statistical Concepts for Data Scientist

Top 5 Statistical Concepts for Data Scientist

Introduction Data science is a comprehensive blend of maths, business and technology. One has to go from data inference to algorithm development and then all the way to use available technology to draw the solutions for complex problems. At its heart, all we have is...

Concept of Cross-Validation in R

Concept of Cross-Validation in R

Introduction The most beautiful aspect of machine learning is its ability to make predictions on the never seen before data points. In order to estimate the performance of ML models, we need to take our dataset and divide it into two parts. One part powers the model...

Top 10 Machine Learning Algorithms

Top 10 Machine Learning Algorithms

Introduction Machine learning paradigm is ruled by a simple theorem known as “No Free Lunch” theorem. According to this, there is no algorithm in ML which will work best for all the problems. To state, one can not conclude that SVM is a better algorithm than decision...