Latest Posts From Safa Mulani

One Hot Encoding

One hot encoding in Python — A Practical Approach

Hello, readers! In this article, we will be focusing on the practical implementation of One hot encoding in Python. So, let us get started! First, what is one hot encoding? Before diving deep into the concept of one-hot encoding, let us understand some prerequisites. Variables are distinguished into two main parts– Continuous variables: These are […]

Python Sample() Function

Understanding the Python sample() function

Hello, readers! In this article, we will be focusing on the Python sample() function and its importance in the domain of data science. So, let us get started! What is the Python sample() method? Let us first understand the existence of sample() method in the industry of Data science. While solving problems with respect to […]

Print Column Names From A Dataframe

3 Easy Ways to Print column Names in Python

Hello, readers! In this article, we will be focusing on different ways to print column names in Python. So, let us get started! First, where do you find columns in Python? We often come across questions and problem statements wherein we feel the need to deal with data in an excel or csv file i.e. […]

Creating Dummy Variables In Python

Creating dummy variables in Python

Hello, readers! In this article, we will be understanding creating dummy variables in Python. So, let us get started! First, what is a dummy variable? Let me try to introduce you to the unique yet important concept of data modeling – dummy variables through the below scenario. Consider a dataset which is a combination of […]

Delete A Column From A Dataframe

3 Easy Ways to Remove a Column From a Python Dataframe

Hello, readers! In this article, we will be focusing on ways to remove a column from a Python dataframe. So, let us get started. First, what is a DataFrame? So, folks! Eventually before stepping towards the solution, it is very necessary for us to understand and recall the meaning and existence of a DataFrame. A […]

Pull Data From An API

Pull data from an API in Python – A detailed Guide!

Hello, readers! In this article, we will be focusing on How to Pull data from an API in Python. So, let us get started! Steps to pull data from an API using Python Let us now focus on the steps that we need to follow in order to pull out the particular data from an […]