Decision Tree
Decision Tree is one of the easiest and popular supervised learning algorithms to understand and … Read More
Customer Analytics – Customer Lifetime Value (CLTV)
Data Science Business Case Study. Learn “Customer Lifetime Value (CLTV)” end-to-end model to predict the CLTV for new customers using python.
Customer Analytics – Propensity To Buy
Data Science Business Case Study. Learn “Propensity To Buy” end-to-end model to predict user’s propensity to buy the product.
Statistics Terms
Must know important statistics terms for data science. Such as population, sample, hypothesis testing, p-value, and much more.
Univariate Analysis
Full length article on univariate analysis used in Exploratory Data Analysis (EDA) in Data Science, with practical examples, videos and code.
Standard Deviation
Standard Deviation is a measure of data dispersion. Article covers all aspects using examples, video, and python code.
Types of Data in Statistics
This article covers different types of data in Statistics: Numerical (Quantitative) data and Categorical (Qualitative) data using examples.
Types of Statistics
Concise overview of 2 branches of statistics used in data science, i.e. Descriptive statistics and Inferential statistics using flow chart.
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