Latest Posts From Safa Mulani

Standardization

2 Easy Ways to Standardize Data in Python for Machine Learning

Hey, readers. In this article, we will be focusing on 2 Important techniques to Standardize Data in Python. So, let us get started!! Why do we need to standardize data in Python? Before diving deep into the concept of standardization, it is very important for us to know the need for it. So, you see, […]

IMPUTATION Of Data

Impute missing data values in Python – 3 Easy Ways!

Hello, folks! In this article, we will be focusing on 3 important techniques to Impute missing data values in Python. So, let us begin. Why do we need to impute missing data values? Before going ahead with imputation, let us understand what is a missing value. So, a missing value is the part of the […]

NORMALIZATION

How to Normalize Data in Python – All You Need to Know

Hello readers! In this article. we will be focusing on how we can normalize data in Python. So, let us get started. What is Normalization? Before diving into normalization, let us first understand the need of it!! Feature Scaling is an essential step in the data analysis and preparation of data for modeling. Wherein, we […]

Sorting A Python DataFrame

Sorting a Dataframe in Python – Step-by-Step

Hey, readers! In this article, we will be focusing on Sorting a DataFrame in Python in detail. So, let us get started! Sorting a DataFrame using sort_values() function Python Pandas module provides us with various functions to deal with large data records. While dealing with the data records in terms of dataframes, we often come […]

Python Loc() Function

Python loc() function – Extract values from a dataset

Hey readers! In this article, we will be focusing on the functioning of Python loc() function in detail. So, let us get started!! Working of Python loc() function Python comprises various modules that have in-built functions to deal with and manipulate the data values. One such module is Pandas module. Pandas module enables us to […]

Python BARPLOT

Python Bar Plot – Visualize Categorical Data in Python

Hey, readers. In this article, we will be focusing on creating a Python bar plot. Data visualization enables us to understand the data and helps us analyze the distribution of data in a pictorial manner. BarPlot enables us to visualize the distribution of categorical data variables. They represent the distribution of discrete values. Thus, it […]