Learn Data Structures and Algorithms in Python

Build data structures from scratch and learn how to think through complex algorithms in Python. Practice your hard problem-solving skills and write faster code to feel confident in interviews.

Author

Lane Wagner

Lane is a back-end engineer and the lead instructor of Boot.dev. He has taught over one million students worldwide, on Boot.dev, FreeCodeCamp, YouTube and the Backend Banter podcast. Lane worked as a backend engineer writing Go, Python and TypeScript, then moved into engineering management and a couple of years later left to build Boot.dev full-time.

Allan

Maintainer

Matt

Maintainer

Hunter

Maintainer

Dan

Maintainer

Join 30,381 students from companies like

32 Hours

of content

175 Addicting

lessons

Earn a certificate

of completion

Learn online

at your pace

What will you learn?

If you've had trouble getting past a hard whiteboarding session, this course is for you. Big-O complexity is arguably the most important concept students learn in a formal computer science degree. You'll build data structures from scratch in Python and improve your problem-solving skills. We'll cover binary trees, linked lists, stacks, graphs and more. This Python course will give you the foundation you need to start your career off on the right foot. After completing this course, you'll be comfortable crushing interview questions and writing performant code.

Chapter List

Algorithms Intro

Learn about what algorithms are and why they matter

Math

Learn the math required to understand Big-O notation, namely exponents, logarithms, and factorials

Big-O Analysis

Figure out what Big-O notation and time complexity mean in the context of algorithms and performant code

Sorting Algorithms

Learn how data is sorted on a computer, and how to sort it faster

Exponential Time

Understand why exponential time complexity is so dangerous

Data Structures Intro

Learn about data structures and how they play a critical role in algorithms

Stacks

Learn about stacks, the original LIFO data structure and build one from scratch

Queues

Learn about the FIFO queue data structure and how to implement a simple one from scratch

Linked Lists

Understand how linked lists vary from arrays and how to use one to build a faster queue

Binary Trees

Learn about binary trees, what they are used for, and implement one from scratch

Red Black Trees

Solve the classic balancing problem of traditional binary trees with a red-black algorithm

Hashmaps

Build a hashmap from scratch and learn how to use the Python dictionary type effectively

Tries

Build all the methods of a trie class, and efficiently search entire documents of text

Graphs

Learn about graph structures and how we can use them to quickly solve a wide array of search problems

BFS and DFS

Implement and understand the ever-famous breadth first and depth-first search algorithms

P vs NP

Learn about P and NP

Join 30,381 students in the Learn Data Structures and Algorithms in Python course

Read reviews of their learning experiences

A good early introduction to DSA. Gives its students everything they need to start working through D...

(5/5)

Cameron McCreery

Troy, New York

Hardest one so far. My brain is still digesting some of it. Anyways, go for it lads.

(5/5)

Felipe Venegas

Chile

So many valuable lessons in this unit, i will have to circle back though. There was a lot to learn

(5/5)

Kevin Longeway

Calgary, AB, Canada

It really hard than I expected, bro :,)))

(5/5)

Phong Trần

Vietnam

I think this is vital for ANY programmer to take. if you are going to stay in back-end, DSA is VITAL...

(5/5)

vlad voskanyan

United States

This course was a blast in the past. I review a majority of my algorithm knowledge in the span of 2 ...

(5/5)

Nathan Nguyen

Houston, TX

This course was good overall however probably the weakest of the courses I took on here so far and t...

(3/5)

Dustin

United States

This course is good for absolute beginners. It provides a solid overview of the basics, but addition...

(3/5)

Raman Jangu

India

this is hard, but worth it

(4/5)

Isfar Ali

Pakistan

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Mediocrity doesn't cut it anymore

The only way to become a great developer is to write a lot of code

Avoid tutorial hell

by writing a ton of code

Stay motivated with

a game-like curriculum

Build portfolio projects

to prove your skills

Delve deeper

into foundational concepts

Learn flexibly online

without interrupting your life

For 1% the price of college

to minimize your financial risk

Frequently asked Questions

Got questions? We've got answers

Yes! It's free to create an account and start learning. You'll get all the immersive and interactive features for free for a few chapters. After that, if you still haven't paid for a membership, you'll be in read-only (content only) mode.

Learn Data Structures and Algorithms in Python

Build data structures from scratch and learn how to think through complex algorithms in Python. Practice your hard problem-solving skills and write faster code to feel confident in interviews.

Lane Wagner

Allan

Matt

Hunter

Dan

What will you learn?

Chapter List

Join 30,381 students in the Learn Data Structures and Algorithms in Python course

Read reviews of their learning experiences

A good early introduction to DSA. Gives its students everything they need to start working through D...

Hardest one so far. My brain is still digesting some of it. Anyways, go for it lads.

So many valuable lessons in this unit, i will have to circle back though. There was a lot to learn

It really hard than I expected, bro :,)))

I think this is vital for ANY programmer to take. if you are going to stay in back-end, DSA is VITAL...

This course was a blast in the past. I review a majority of my algorithm knowledge in the span of 2 ...

This course was good overall however probably the weakest of the courses I took on here so far and t...

This course is good for absolute beginners. It provides a solid overview of the basics, but addition...

this is hard, but worth it

Mediocrity doesn't cut it anymore

The only way to become a great developer is to write a lot of code

Frequently asked Questions

Got questions? We've got answers

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