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Data Structures and Algorithms

Sharpen your problem-solving skills in this Nanodegree program. Practice over 100 algorithm and data structure challenges, learn Python-based techniques, and prepare for interviews with mentor guidance and real coding scenarios.

  • Nanodegree Program
  • Intermediate
  • 47 hours
  • 4.7 (530)
  • Updated: Aug 11, 2026

Subscription · Monthly

  • Cancel Anytime
  • Unlimited access to hundreds of top-rated courses
  • Hands-on projects with expert feedback
  • Personalized career coaching and interview prep
  • Program Certificates

What you'll build

Project submissions reviewed by industry professionals

Project 1

Deconstruct Coding Problems

Break open-ended challenges into inputs, outputs, constraints, and functions before writing code.

Algorithms
Data Structures
Python
Project 2

Implement Core Data Structures

Code linked lists, trees, maps, and heaps from scratch to meet given constraints.

Data Structures
Algorithms
Python
Project 3

Apply Algorithms to Problems

Choose sorting, searching, dynamic programming, or graph traversal and analyze time and space.

Algorithms
Data Structures
Python
Project 4

A* Route Planner

Implement a graph search with a geographic heuristic to find shortest paths in Python.

Algorithms
Data Structures
Python

Skills you'll learn

18 skills

  • Basic algorithms
  • Tree search
  • Sorting algorithms
  • Basic Python
  • Graph algorithms
  • Depth-first search
  • Graph data structure
  • A* Search Algorithm

Prerequisites

2 prerequisites

Prior to enrolling, you should have the following knowledge:

  • Basic Python
  • Elementary algebra

You will also need to be able to communicate fluently and professionally in written and spoken English.

Program Outline

  • 5 courses
  • 28 lessons
  • 4 projects

Career Impact

96%

of Udacity graduates reported a positive career outcome

Source: Udacity’s Q2 2026 Learner Outcome Survey

This Nanodegree builds toward roles like

Software Engineer

· U.S. salaries

$120K

Entry-level

0–2 yrs

$250K

Mid-career

3–9 yrs

$700K

Experienced

10+ yrs

Salary estimates based on public market data. Individual results vary.

Companies hiring for these skills

  • Google
  • Amazon
  • Microsoft
  • Meta
  • Apple
  • Netflix
  • Stripe
  • Uber

Program Instructors

3 instructors

Unlike typical professors, our instructors come from Fortune 500 and Global 2000 companies and have demonstrated leadership and expertise in their professions:

Kyle Stewart-Franz

Content Developer

Abe Feinberg

Content Developer

Brynn Claypoole

Instructor

Kyle Stewart-Franz

Content Developer

Abe Feinberg

Content Developer

Brynn Claypoole

Instructor

Reviews & Testimonials

Udacity graduates

(1 Testimonial)

Chen Li

Graduate

When I self-taught DSA, I couldn't tell if I'd truly mastered the material. After Udacity's program, I can follow the structured path and use projects to verify whether I really know the relevant knowledge.

Trustpilot reviews

Average Rating: 4.7 (530 Reviews)

5

Very helpful for learning this topic, with a decent amount of exercises. Some problems are challenging, but they improved my skills once I worked through them. I suggest that this Nanodegree add even more practice problems for the concepts learned and also include a few more advanced topics. Overall, it is very good.

— Ziyuan

Sep 2, 2024

Trustpilot

5

The first lesson is very good and clearly moving with a smooth way to declare a general approach taken to solve any kind of problems we face.

— customer

Aug 13, 2023

Trustpilot

5

Excellent

— Sai Y.

Jan 3, 2023

Trustpilot

5

The program is fantastic, it really explains the concepts to me like a dummy, and with all the practice problems with progressively increasing complexity the concepts stick as I write more code. Would recommend this to anyone trying to master DSA

— Iyamu H.

Oct 22, 2022

Trustpilot

5

Great content provided and organized. Beyond my expectation.

— Anqi B.

Oct 6, 2022

Trustpilot

Showing 5 out of 530 Reviews

Subscription · Monthly

  • Cancel Anytime
  • Unlimited access to hundreds of top-rated courses
  • Hands-on projects with expert feedback
  • Personalized career coaching and interview prep
  • Program Certificates

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