Python for Science

4.393 hours303 learnersBeta

Dive into Python for Science, a unique course for biologists, mathematicians, and all enthusiasts eager to learn essential data skills through popular science projects.

Provided by

JetBrains Academy

See course content4 weeks ago last updated

No credit card required

Our students are building their future at:

Study at your own pace

Fit learning around your schedule. Suitable for all levels.

Learn from the experts

Short, practical text lessons by seasoned developers.

Become job-ready

Integrated with professional tools by JetBrains.

Join the community

Trusted by learners worldwide, confirmed by Trustpilot

What you'll learn

You'll have a solid foundation in Python and data skills to excel in your scientific field or to simply enjoy exploring the world of science through programming.

You will:

Learn Python through relatable examples from biology, mathematics, and astronomy.
Acquire essential data skills needed in various scientific fields.
Master data reformatting, statistical analysis, and visualization techniques.
Focus on practical applications.

Topics covered by this course

Math

39 topics

Data science

38 topics

Working with data

32 topics

Control flow

18 topics

Software development foundations

14 topics

Basics

14 topics

Natural science

10 topics

Object-oriented programming

9 topics

Code quality

5 topics

Additional instruments

3 topics

Python libraries

3 topics

System administration and DevOps

3 topics

Learn by doing

# 1

Apply knowledge into practice

You already know the theory. Now it's time to code like you do at work—in a professional IDE, with real project constraints, solving problems that actually matter. Welcome to software engineering as it should be.

# 2

Navigate complexity with surgical precision

Most developers waste months learning random concepts without seeing how they connect. Our interactive Knowledge Map fixes this. It shows exactly how every programming concept relates to others, helping you build a structured mental model of coding.

# 3

Copy the best. Then improve.

Here's what top engineers do that others don't: they study other people's code obsessively. When you get stuck on Hyperskill, you can explore solutions published by other developers. See their exact code. Understand their approach. Learn their tricks.

# 4

Code review that actually makes you better

We stripped code review down to what actually matters: does your solution work? Have you handled the edge cases? Is there a cleaner way to write this? Hyperskill acts like a competent reviewer who actually tests your code. Not genius-level analysis, not architecture debates — just solid feedback on making your code better.

Elevate your engineering mastery through real-world challenges

Master advanced engineering concepts through ambitious projects. Each project deepens your expertise and transforms you from an experienced engineer into an exceptional one.

Generating Randomness

Everyone knows that people are bad at generating random things. In this project, we will check this assumption using a small self-written program that will predict "random" user actions. We'll see if you can beat it!

Graduate

Text Generator

Machine learning is getting crazy smart these days. You've probably read texts or scripts written by machine learning algorithms, some of them even mimicking styles of certain people! If you ever wondered how it works and what are the secrets behind machine learning, this project is for you! You will have a chance to understand and implement a simple text generator using Markov chains.

Graduate

Explore all projects

Learn from the industry experts

JetBrains Academy

JetBrains Academy is a part of JetBrains, a global software company specializing in the creation of intelligent, productivity-enhancing tools for software developers and teams. With years of expertise in software development and education, JetBrains Academy empowers more than a million people worldwide to learn and teach computer science, and help organizations inspire their teams to reach their goals in tech. Professional development tools play a big role in computer science education. This is why JetBrains Academy courses offer integration with JetBrains IDEs. This integration assists learners in getting experience with real development processes to streamline their learning curve at future work.