Linear regression is defined as a linear approach which is used to model the relationship between dependent variable and one or more independent variable(s). When we try to model the relationship between a single feature variable and a single target variable, it is called simple linear regression. But when there is more than one independent […]

## 7 steps to prepare your data for machine learning models with Python

As a Data Scientist or data analyst, you have to prepare your data for machine learning models by getting it into shape. When you came across words like data cleaning or data cleansing, pre-processing, wrangling in data science community it has only one meaning that you are referring to pre modelling data activities like removing […]

## Difference between Data Science, Machine learning, Artificial Intelligence and Deep Learning

Here in this post, I’ll try to clarify what do these big terms like Data Science, Machine learning, Artificial Intelligence and Deep Learning in reality mean and also I will try to differentiate them so that you can understand better. Data Science: Data science is an interdisciplinary field which is a combination of programming, analytical, and business skills that allow […]

## 35 Pandas codes every data scientist aspirant must know

If you want to choose Data Scientist as a career, getting your data and organizing it in proper shape will be your day to day task before applying any machine learning algorithms. Here in this post, i am sharing basic pandas codes which will help you out in making your data in shape. Pandas package, […]