Best Data Structures and Algorithms Courses

Python Data Structures – University of Michigan

This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the Python built-in data structures such as lists, dictionaries, and tuples to perform increasingly complex data analysis. This course will cover Chapters 6-10 of the textbook “Python for Everybody”. This course covers Python 3.

• Explain the principles of data structures & how they are used
• Create programs that are able to read and write data from files
• Store data as key/value pairs using Python dictionaries
• Accomplish multi-step tasks like sorting or looping using tuples

Rating: 4.9 | Provider: | University of Michigan

Course Duration:18hrs | Total Modules: 7 | Level: Beginner

Python Data Structures & Algorithms + LEETCODE Exercises

The course also includes dozens-and-dozens of Coding Exercises. So you can immediately put everything into practice as soon as you learn it (a very important step).

All of this will help you to feel more confident and prepared when you walk into a coding interview.

What you will learn from this course:

• <> 100+ Coding Exercises with Detailed Explanations
• Enhance Your Learning with Animated Examples of DSA
• Gain Expertise in Data Structures and Algorithms
• Ace Technical Interviews with Confidence
• Understand Time and Space Complexity of Data Structures and Algorithms
• Elevate Your Development Skills to the Next Level
• Boost Your Problem-Solving Ability

Best Suitable for:

• Python programmers preparing for an interview
• University students taking a data structures and algorithms course
• Any self taught programmer who missed out on a computer science degree

Rating: 4.7 | Provider: Udemy | Instructor: Scott Barrett

Course Duration: 9.5hrs | Coding Exercises: 106 | Articles: 6 | Downloadable resources: 125

Data Structures and Algorithms in Python – Datacamp

Most computer programs are based on a few data structures and algorithms. Learn about what’s behind the hood of most of your computer interactions in this four-hour course! You’ll familiarize yourself with some of the most common data structures: linked lists, stacks, queues, and trees. You’ll also implement popular algorithms, such as Depth First Search, Breadth First Search, Bubble sort, Merge sort, and Quicksort.

You’ll practice applying data structures and algorithms to decks of cards, music playlists, international dishes, and stacks of books. You’ll walk away with the ability to recognize common data structures and algorithms, and implement them in day-to-day applications!

Along the way, you’ll stop to analyze popular algorithms in terms of their efficiency. You’ll come to grips with “Big O Notation”, the industry standard for describing the complexity of an algorithm.

Course Duration: 4hrs | Videos: 16 | Provider: Datacamp | Exercises: 49

Master the Coding Interview: Data Structures + Algorithms

Want to land a job at a great tech company like Google, Microsoft, Meta, Netflix, Amazon, or other companies but you are intimidated by the interview process and the coding questions? Do you find yourself feeling like you get “stuck” every time you get asked a coding question? This course is your answer. Using the strategies, lessons, and exercises in this course, you will learn how to land offers from all sorts of companies.

• Ace coding interviews given by some of the top tech companies
• Become more confident and prepared for your next coding interview
• Learn, implement, and use different Data Structures
• Learn, implement and use different Algorithms
• Get more interviews
• Professionally handle offers and negotiate raises
• Become a better developer by mastering computer science fundamentals
• Github code provided in: JavaScript, Python, Java, C/C++, C#, Golang, Swift, Kotlin, TypeScript, Scala, Rust, Perl, PHP

This course is suitable for:

• Any engineer, developer, programmer, who wants to improve their interviewing skills
• Anyone interested in improving their whiteboard coding skills
• Anyone who wants to become a better developer
• Any self taught programmer who missed out on a computer science degree

Rating: 4.7 | Course Duration: 19.5hrs | Provider: Udemy

Coding Exercises: 1 | Articles: 54 | Downloadable Resources: 4

The Complete Data Structures and Algorithms Course in Python

At 40+ hours, this is the most comprehensive course online to help you ace your coding interviews and learn about Data Structures and Algorithms in Python. You will see 100+ Interview Questions done at the top technology companies such as Apple, Amazon, Google and Microsoft and how to face Interviews with comprehensive visual explanatory video materials which will bring you closer towards landing the tech job of your dreams!

Learning Python is one of the fastest ways to improve your career prospects as it is one of the most in demand tech skills! This course will help you in better understanding every detail of Data Structures and how algorithms are implemented in high level programming language.

We’ll take you step-by-step through engaging video tutorials and teach you everything you need to succeed as a professional programmer.

After finishing this course, you will be able to:

Learn basic algorithmic techniques such as greedy algorithms, binary search, sorting and dynamic programming to solve programming challenges.

Learn the strengths and weaknesses of a variety of data structures, so you can choose the best data structure for your data and applications

Learn many of the algorithms commonly used to sort data, so your applications will perform efficiently when sorting large datasets

Learn how to apply graph and string algorithms to solve real-world challenges: finding shortest paths on huge maps and assembling genomes from millions of pieces.

• Learn, implement, and use different Data Structures
• Learn, implement and use different Algorithms
• Become a better developer by mastering computer science fundamentals
• Learn everything you need to ace difficult coding interviews
• Cracking the Coding Interview with 100+ questions with explanations
• Time and Space Complexity of Data Structures and Algorithms
• Recursion
• Big O

Rating: 4.5 | Course Duration: 44.5hrs | Provider: Udemy

Coding Exercises: 104 | Practice Test: 1 | Articles: 157 | Downloadable Resources: 122