What Is Python Used For? A Beginner’s Guide (2024)

Written by Coursera Staff • Updated on

Python has become one of the most popular programming languages in recent years. It's been used in everything from machine learning to building websites and software testing. Developers and non-developers alike find it useful.

What Is Python Used For? A Beginner’s Guide (1)

Python, one of the most popular programming languages in the world, has created everything from Netflix’s recommendation algorithm to the software that controls self-driving cars. Python is a general-purpose language, used to create a range of applications, including data science, software and web development, automation, and improving the ease of everyday tasks.

This versatility is one reason the Times of India reports Python has repeatedly won the TIOBE Programming Language of the Year award, most recently in 2021 [1]. Let’s take a closer look at what Python is, what it can do, and how you can start learning it.

What is Python?

Python is a computer programming language often used to build websites and software, automate tasks, and analyze data. Python is a general-purpose language, not specialized for any specific problems, and used to create various programmes. This versatility and its beginner-friendliness have made it one of the most used programming languages today. In 2020, more than one-third of Indian IT professionals said Python was their preferred programming language [2]. It continues to top lists of the most desired programming languages in the country.

Did you know? The name Python comes from Monty Python. When Guido van Rossum was creating Python, he was also reading the scripts from BBC's Monty Python's Flying Circus. He thought the name Python was appropriately short and slightly mysterious.

What Is Python Used For? A Beginner’s Guide (2)

What is Python used for?

Python is commonly used for developing websites and software, task automation, data analysis, and data visualisation. Since it’s relatively easy to learn, Python has been adopted by many non-programmers, such as accountants and scientists, for a variety of everyday tasks, like organising finances.

"Writing programs is a very creative and rewarding activity," says University of Michigan and Coursera instructor Charles R Severance in his book Python for Everybody. "You can write programs for many reasons, ranging from making your living to solving a difficult data analysis problem to having fun to helping someone else solve a problem."

What can you do with Python? Some things include:

  • Data analysis and machine learning

  • Web development

  • Automation or scripting

  • Software testing and prototyping

  • Everyday tasks

Here’s a closer look at some common ways Python is used.

Data analysis and machine learning

Python has become a staple in data science, allowing data analysts and other professionals to use the language to conduct complex statistical calculations, create data visualisations, build machine learning algorithms, manipulate and analyse data, and complete other data-related tasks.

Python can build various data visualisations, like line and bar graphs, pie charts, histogrammes, and 3D plots. Python also has many libraries that enable coders to write programs for data analysis and machine learning more quickly and efficiently, like TensorFlow and Keras.

Web development

Python is often used to develop the back end of a website or application—the parts that a user doesn’t see. Python’s role in web development includes sending data to and from servers, processing data and communicating with databases, routing URLs, and ensuring security. Python offers several frameworks for web development. Commonly used ones include Django and Flask.

Some web development jobs that use Python include back-end engineers, full-stack engineers, Python developers, software engineers, and DevOps engineers.

Read more: What Does a Web Designer Do (and How Do I Become One)?

Automation or scripting

If you perform a task repeatedly, you can work more efficiently by automating it with Python. Writing code used to build these automated processes is called scripting. In the coding world, automation can be used to check for errors across multiple files, convert files, execute simple math, and remove duplicates in data.

Relative beginners can even use Python to automate simple tasks on the computer—such as renaming files, finding and downloading online content, or sending emails or texts at desired intervals.

Software testing and prototyping

Python can aid in software development tasks like build control, bug tracking, and testing. With Python, software developers can automate testing for new products or features. Some Python tools used for software testing include Green and Requestium.

Everyday tasks

Python isn't only for programmers and data scientists. Learning Python can open new possibilities for those in less data-heavy professions, like journalists, small business owners, or social media marketers. Python can also enable non-programmers to simplify certain tasks in their lives. Here are just a few of the tasks you could automate with Python:

  • Send yourself a text reminder to carry an umbrella anytime it’s raining

  • Update your grocery shopping list

  • Renaming large batches of files

  • Converting text files to spreadsheets

  • Randomly assign household tasks to family members

  • Fill out online forms automatically

Why is Python so popular?

Python is popular for several reasons. Here's a deeper look at what makes it versatile and easy for coders to use.

  • It has a simple syntax that mimics natural language, so it’s easier to read and understand. This makes it quicker to build projects and faster to improve on them.

  • It’s versatile. Python can be used for many different tasks, from web development to machine learning.

  • It’s beginner friendly, making it popular for entry-level coders.

  • It’s open source, which means it’s free to use and distribute, even for commercial purposes.

  • Python has a large and active community that contributes to Python’s pool of modules and libraries and acts as a helpful resource for other programmers. The vast support community means that when coders need help, finding a solution is relatively easy; somebody has likely encountered the same problem before.

Practice your Python skills independently with tutorials

Not ready to commit to a course or a boot camp yet? You can read step-by-step guides for troubleshooting Python basics like syntax, if-else statements, exceptions, and working with loops in Coursera's free programming tutorials.

What Is Python Used For? A Beginner’s Guide (3)

Ready to get started?

Python is a valuable skill for professionals in all industries. Whether you have a computer coding background or are taking your first step into this field, completing a certificate like Google’s Google Data Analytics Professional Certificate on Coursera can help you build the technical skills needed to enter the expanding world of computers and software. With this certificate, you can choose to enter an entry-level role in data analytics or continue building your skills for more advanced roles such as computer programmers, software engineers, web developers, and more.

Frequently asked questions (FAQ)

Python 3 is considered more up-to-date and has overtaken Python 2 in popularity. JetBrains, a software development company, found that only 3 per cent of surveyed Python users still work with Python 2. Python 2 was sunsetted in January 2020, so it will no longer be updated with bug fixes, security patches, or new features 3.‎

Learning the basics of Python can take anywhere from a few weeks to a few months, depending on what you want to learn and how frequently you learn. But since Python has so many uses—and tools to support those uses—you can spend years learning its different applications.Knowing what tasks you want to accomplish and if you wish to use Python professionally can determine how long your Python journey will be.

“It is a lot easier to be a professional programmer today than it was 20 years ago,” says Severance. “You don't need a degree or years of experience to get your start in programming. With the increasing popularity of Python, you can gain the necessary skills to begin writing software as part of your job in a few months.”‎

Of the hundreds of programming languages out there, Python remains a popular choice among numerous companies and organisations. Some familiar names that use Python include Google, PixelCrayons, AllianceTek, and Chimpare.‎

Since Python is a general-purpose language, it’s used across a variety of fields and industries. These are just a few job titles that may use Python:

• Developer

• Data analyst

• Data scientist

• Ethical hacker/penetration tester

• Software engineer

• Data journalist

• Cloud architect

• QA engineer‎

Updated on

Written by:

C

Coursera Staff

Editorial Team

Coursera’s editorial team is comprised of highly experienced professional editors, writers, and fact...

This content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

What Is Python Used For? A Beginner’s Guide (2024)

FAQs

What Is Python Used For? A Beginner’s Guide? ›

Python is a computer programming language often used to build websites and software, automate tasks, and conduct data analysis. Python is a general-purpose language, meaning it can be used to create a variety of different programs and isn't specialized for any specific problems.

What is Python used for a beginner's guide? ›

Python is a versatile language that can be used for web development, software development, and system administration. Developers who want to use Python to build web applications using frameworks such as Django or Flask.

What is Python mainly used for? ›

Python is extensively applied in data science, data analysis, machine learning, data engineering, web development, software development, and other fields.

What should a beginner learn in Python? ›

You'll want to start by understanding basic concepts such as variables, data types, and operators. Our Introduction to Python course covers the basics of Python for data analysis, helping you get familiar with these concepts.

What was Python first used for? ›

Python is a general-purpose interpreted high-level programming language that was created in the Netherlands by the Dutch programmer Guido Van Rossum in 1991. It started as a hobby project for the programmer to avoid boredom and keep himself busy during the Christmas season.

Why is Python best for beginners? ›

Python has a simple syntax and hence is easy to understand and learn. Thus, making it a popular pick when it comes to programming languages. As you can see, the same code can be written using fewer lines in Python. Thus, making it much simpler to use on many levels.

What is the basic idea of Python? ›

Python is a multipurpose, high-level, object-oriented programming language — three properties that make it popular with coders and developers. Python is multipurpose because it can be used to create software and apps, design websites, and automate repetitive tasks.

Is Python easy for beginners? ›

Yes. Python is a great language for programming beginners because you don't need prior experience with code to pick it up.

How fast can a beginner learn Python? ›

On average, it can take anywhere from five to 10 weeks to learn the basics of Python programming, including object-oriented programming, basic Python syntax, data types, loops, variables, and functions.

What is Python most famous for? ›

Python is also the most popular computer language for Big Data processing, mathematical calculations and Machine Learning. Generally speaking, it is the language of choice for Data Science.

Is Python a real programming language? ›

Python is a multi-paradigm programming language.

Which Python is best for beginners? ›

Although Python 2 has its merits, learning Python 3 is more advantageous, especially for beginning developers. The following are the top reasons why you should learn Python 3. Python 3 improves AI, machine learning, and data science support.

What is Python course for beginners? ›

Learn Python From Beginner To Advanced Level

The course starts with the basics, including Python fundamentals, programming, and user interaction. The curriculum is going to be very hands-on as we walk you from start to finish becoming a professional Python developer.

Is Python difficult to learn? ›

Python can be considered beginner-friendly, as it is a programming language that prioritizes readability, making it easier to understand and use. Its syntax has similarities with the English language, making it easy for novice programmers to leap into the world of development.

Top Articles
Everything You Need to Know About Cooking with Aluminum Foil | Reynolds Brands
Frankincense Magical Properties and Spiritual Healing
Craigslist San Francisco Bay
Time in Baltimore, Maryland, United States now
Dollywood's Smoky Mountain Christmas - Pigeon Forge, TN
The Ivy Los Angeles Dress Code
Rek Funerals
Do you need a masters to work in private equity?
Moviesda Dubbed Tamil Movies
Citi Card Thomas Rhett Presale
Wnem Radar
Craigslist Alabama Montgomery
Bestellung Ahrefs
Apus.edu Login
Roster Resource Orioles
Urban Airship Expands its Mobile Platform to Transform Customer Communications
List of all the Castle's Secret Stars - Super Mario 64 Guide - IGN
Huntersville Town Billboards
How to Watch the Fifty Shades Trilogy and Rom-Coms
Transactions (zipForm Edition) | Lone Wolf | Real Estate Forms Software
Viha Email Login
Japanese Mushrooms: 10 Popular Varieties and Simple Recipes - Japan Travel Guide MATCHA
A Man Called Otto Showtimes Near Cinemark University Mall
Rogue Lineage Uber Titles
Kirsten Hatfield Crime Junkie
fft - Fast Fourier transform
Receptionist Position Near Me
HP PARTSURFER - spare part search portal
Rs3 Bring Leela To The Tomb
The Bold and the Beautiful
Swgoh Boba Fett Counter
Rocksteady Steakhouse Menu
Craigslist Summersville West Virginia
Zasilacz Dell G3 15 3579
D-Day: Learn about the D-Day Invasion
Why I’m Joining Flipboard
Lake Kingdom Moon 31
2007 Jaguar XK Low Miles for sale - Palm Desert, CA - craigslist
Achieving and Maintaining 10% Body Fat
Traumasoft Butler
Best GoMovies Alternatives
Yakini Q Sj Photos
Reli Stocktwits
Craigslist Houses For Rent Little River Sc
Sam's Club Gas Price Sioux City
5103 Liberty Ave, North Bergen, NJ 07047 - MLS 240018284 - Coldwell Banker
4Chan Zelda Totk
Zits Comic Arcamax
Ics 400 Test Answers 2022
Craigslist.raleigh
Volstate Portal
login.microsoftonline.com Reviews | scam or legit check
Latest Posts
Article information

Author: Terrell Hackett

Last Updated:

Views: 5513

Rating: 4.1 / 5 (52 voted)

Reviews: 83% of readers found this page helpful

Author information

Name: Terrell Hackett

Birthday: 1992-03-17

Address: Suite 453 459 Gibson Squares, East Adriane, AK 71925-5692

Phone: +21811810803470

Job: Chief Representative

Hobby: Board games, Rock climbing, Ghost hunting, Origami, Kabaddi, Mushroom hunting, Gaming

Introduction: My name is Terrell Hackett, I am a gleaming, brainy, courageous, helpful, healthy, cooperative, graceful person who loves writing and wants to share my knowledge and understanding with you.