Python Practice Questions Here are a few Python practice problem statements at a moderate difficulty level with solutions,: If you have solved all the problems I have mentioned, you have a good understanding of basic to intermediate level Python concepts, such as variables, data types, control structures, loops, functions, and some string and list manipulation. […]
Data cleaning is an important step in the data science process as it helps to ensure the quality of the data we use for analysis. In this blog post, we’ll go over the basic data cleaning tasks using the pandas library in Python. Importing Libraries First, we need to import the necessary libraries for our […]
Python projects to automate your life Automation is the use of technology to perform tasks without human intervention. Automation can be used in various fields, including manufacturing, transportation, healthcare, and financial services. This article will discuss 5 Python projects to automate your life. There are several types of automation, including: You’re reading the article, 5 […]
A Complete Guide to Data Cleaning With Python Data cleaning is the process of identifying and correcting errors, inconsistencies, and missing values in a dataset. It is an essential step in the data preprocessing process and is vital because dirty data can lead to incorrect conclusions or flawed analyses. Data cleaning involves several tasks, such […]
Python is undoubtedly one of the most popular programming languages used for data analysis. With a vast collection of libraries, Python & its libraries are used in almost 90% of companies worldwide. While other languages like R, Scala, and Java are used to perform data analysis, the most preferred programming language is Python. Want to […]
Python vs R programming language Technological orders are changing, and the world is watching the wonders of Artificial Intelligence, Business Intelligence, Cloud Technologies, and Data Science. We’re witnessing the most evolutionary times of the 21st century, where we can clearly see the shift from an offline to an online world. Among all the technologies mentioned […]
The Future is Here & It is Data Science! If you look back 20 years from now, all you are gonna remember is the video games, basic PlayStations, the rise of black and white mobile phones, coloured television sets, and MP3 players. Did you ever realize that we’ve already left all that and already living […]
Gone were the days when people used to work with hundreds of Excel sheets to maintain the records and analyze the data. In the era of data, programming languages like Python already contain more than 1 lakhs of libraries. Pandas library is one such library that has been used nowadays for data analysis.
Hundreds of articles, companies, newspapers, periodicals, and platforms have stated that the data scientist is the most trending job in the 21st century, thus concluding that data science is an attractive field of lucrative and endless possibilities. In this article, we will discuss the three unexpected ways Data Science makes life easier.
Data Science is not a new term now. It is a field of study responsible for the crazy growth of companies. This blog will cover everything to know and kick start your career in Data Science. So let’s start with a simple example to understand Data Science.