Logistic Regression
Logistic Regression is a supervised learning algorithm which is used when the dependent variable (or target) is … Read More
K Means Clustering Algorithm
Most comprehensive guide to K Means machine learning clustering algorithm using intuitive examples, visualization, pros & cons, python code…
K Nearest Neighbors
Most comprehensive guide to K Nearest Neighbors (KNN) machine learning algorithm using intuitive examples, visualization, python code.
Model Evaluation for Classification Algorithm
Exhaustive list of evaluation methods for Classification machine learning models in data science using examples, formulae, python code.
Model Evaluation for Regression Algorithm
Exhaustive list of all the evaluation methods for Regression machine learning models in data science using example, formulae and python code.
Bivariate Analysis
Full length article on bivariate analysis techniques used in Exploratory Data Analysis (EDA) in Data Science, with examples, videos and code.
Decision Tree
Decision Tree is one of the easiest and popular supervised learning algorithms to understand and … Read More
Standard Deviation
Standard Deviation is a measure of data dispersion. Article covers all aspects using examples, video, and python code.
Variance
Variance is a measure of data dispersion. Article explains difference in population vs sample variance using examples, video, and code.
Coefficient of Variation
The coefficient of variation (CV), also known as relative standard deviation (RSD), is a statistical measure of the … Read More