6 Best Data Structures and Algorithms Courses for Python Developers to Learn in 2024
These are the best online courses to learn Data Structure and Algorithms in Python. Algorithm Code Examples are given in the Python programming language.
Hello Python Programmers, if you want to learn Data structure and Algorithms in 2024 and looking for the best online courses where you can find common data structure examples in Python then you have come to the right place.
In the past, I have shared a lot of useful resources like best data structure courses, books, and tutorials to learn Data Structure and Algorithms for programmers.
I have also shared a lot of Algorithmic interview questions and their solutions in Java, but I have been constantly getting queries about good courses to learn Data Structure and Algorithms in Python.
Even though the topics are completely independent of the programming language, Python developers definitely like the courses and books which teach Data Structure and Algorithms in Python.
In my recent post about the free algorithms courses, which include algorithms courses from Java and JavaScript, I did mention a Python course to learn Data Structure but my readers ask for more alternatives.
Some of them also requested paid algorithms courses instead of free ones while others are happy with the good course regardless of whether it’s free or paid.
In order to fulfill my promise, I did some more research and bring with me a new list of Data Structure and Algorithms courses in Python which contains both free and paid courses.
Some of the courses like Python for Data Structure are common from my previous list, obviously because it is one of the best courses to learn algorithms and data structure in Python. But, the list also contains some new entrants like the Python Data Structure course from Coursera.
This time, I have focused more on coverage of essential data structure in a fun and interesting way, rather than picking the course which covers a huge number of data structure and algorithms but didn’t do justice with that.
Another reason I have included more than a few courses is because not everybody connects to the instructor I like. Everybody is different and they should only join the course where they can connect to the instructor, I mean they like his voice, the style of explanation, and the content.
If you join a course where the instructor is both knowledgeable and enthusiastic and also has good teaching skills, you obviously learn more and retain that knowledge for a long time. That’s the goal of this article to come up with courses that provide value for both your time and money.
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6 Best Courses to Learn Data Structure and Algorithms with Python in 2024
Without wasting any more of your time, here is the list of the best data structure and algorithms courses for Python developers. You can join a couple of these online courses to learn Data Structures and Algorithms in Python.
1. Python for Data Structures, Algorithms, and Interviews!
This is the best Udemy course to learn Data Structure and Algorithms with Python on Udemy. This Python data structure course will teach you all the key data structures and algorithms you need for your day-to-day programming task and to crack coding interviews.
This course is created by none other than Jose Portilla, instructor of the Complete Python 3 Bootcamp course and it Talking about social proof, this course has on average 4.4 ratings from close to 7,892 ratings and more than 51,309 students have already enrolled in this course.
Here are the key things you will learn in this course:
- How to create a great resume
- How to build impressive LinkedIn and Github profile for recruiters
- All major Data Structures and Algorithms in Python like an array, lists, dictionaries
- Mock interviews to crack your next coding interview.
Overall a great Python course that systematizes your algorithm & data structure knowledge as well as gives you great exercises to test your skills both soft and hard skills and helps you to get success in interviews.
Here is the link to join this course — Python for Data Structures, Algorithms, and Interviews!
2. Algorithms and Data Structures in Python [Udemy Best Course]
This is another hands-on course to learn Data Structure in Python on Udemy. This course provides a practical guide to implement the most up-to-date algorithms from scratch: arrays, linked lists, graph algorithms, and sorting.
Created by Holczer Balazs is a massive course with more than 160 lectures and more than 14.5 hours of content, this is one of the most comprehensive courses to learn key data structure and algorithm in Python.
The course can be broadly divided into two parts, In the first part, you will learn about basic data structures such as linked lists, stacks, queues, binary search trees, heaps, and some advanced ones such as AVL trees and red-black trees.
The second part of this Python course covers more advanced concepts like graph algorithms such as spanning trees, shortest path algorithms, and graph traversing.
In each chapter Instructor first talks about the theoretical background of each algorithm or data structure, then writes the code step by step in Python. This routine is best for beginners and helps you to learn both theory and practical aspects.
Talking about social proof, the course has on average 4.2 ratings from close to 22000 reviews and more than 14K students have joined this course which speaks a lot about its quality. (2,189 ratings)
Here is the link to join this course — Algorithms and Data Structures in Python
3. LeetCode In Python: 50 Algorithms Coding Interview Questions
This is one of the unique courses to learn Python data structure and algorithms in 2024 on Udemy. It’s particularly useful for Python programmers who are preparing for coding interviews and wants to practice data structure and algorithms problems in Python.
This course actually takes LeetCode problems and provides the solution in Python and explains to them which kind of makes it useful as you learn about problem-solving, data structures, and algorithms for technical interviews at companies like Google and Amazon.
As the title suggests it provides a solution of 50 hand-picked leetcode problems which include data structure string, array, list, dictionaries, trees, hash tables, graph, stack, queue, etc.
You will also learn a lot of useful algorithms like sliding windows, backtracking, dynamic programming, and learn some useful problem-solving tips to solve coding problems in real interviews.
On the cons side, the course has some sound issues but the content and style compensate for that. I really like the idea of two videos — explanation and implementation, which make learning easy and fruitful. Talking about social proof, the course has an average 4.5 rating which is impressive.
Here is the link to join this course — LeetCode In Python: 50 Algorithms Coding Interview Questions
4. Data Structures for Coding Interviews in Python [Educative]
If you are looking for an interactive course to learn Data Structure and Algorithms in 2024 with Python then this text-based, interactive course from Educative is the best course to start with.
Data structures are amongst the most fundamental concepts of Computer Science. The data structure chosen can make or break an entire computer program. Consequently, they are also largely categorized as a vital benchmark of computer science knowledge when it comes to industry interviews.
This course contains a detailed review of all the common data structures and provides implementation-level details in Python to allow readers to become well equipped.
Created by seasoned veterans of the industry, this course is perfect for both beginners and intermediate Python developers who want to level up their Data Structure and Algorithms skills. With over 50 code challenges, you’ll apply what you learned to real live code environments, and master it.
Here is the link to this course — Data Structures for Coding Interviews in Python
And, if you find the Educative platform and their Grokking courses like Grokking the System Design Interview then consider getting an Educative Subscription which provides access to their 100+ courses for just $14.9 per month. It’s very cost-effective and great for preparing for coding interviews.
5. Python Data Structures [Coursera Best Course]
This is one of the most popular online courses to learn Python Data Structure and more than 561,102 have already enrolled in this course.
This course is also part of Coursera’s most popular Python for Everybody Specialization and its offered by the University of Michigan. This course is delivered by Charles Russell Severance and it has on average a 4.9 rating from more than 50K reviews which is phenomenal.
Here are the main things you will learn in this course
- What is the data structure and how they are used?
- How to read and write data from files
- How to store data as key/value pairs using Python dictionaries
- How to accomplish multi-step tasks like sorting or looping using tuples
This course will introduce you to the core data structures of the Python programming language.
Here is the link to join this course — Python Data Structures
You will also learn how to 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” and it is based upon Python 3.
By the way, if you find Coursera courses useful, which they are because they are created by reputed companies and universities around the world, I suggest you join the Coursera Plus, which gives you unlimited access to their most popular courses, specialization, professional certificate, and guided projects.
6. The Complete Data Structures and Algorithms Course in Python
This is one of the top courses to learn Data Structures and Algorithms Courses in Python in 2024 from Udemy. You will learn data structure and algorithms from scratch and it also comes with 100+ coding problems for interviews.
This 41-hour long course is one of the most comprehensive Python data structure courses. This course is created by Elshad Karimove and it will teach you how to implement and use data structure in Python.
Here are the main things you will learn in this Python Course:
- How to implement common data structure and Algorithms in Python
- computer science fundamentals
- Tips and Tricks to solve difficult coding interviews
- 100+ coding interview questions with explanations
- Big O and Time and Space Complexity
- Recursion
Overall a great Python course to learn the pros and cons of different Python data structures, so you can choose the best data structure for your data and applications.
Here is the link to join this course — The Complete Data Structures and Algorithms Course in Python
That’s all about some of the best online courses to learn Data Structure and Algorithms in Python in 2024. As I have said, the list contains both free and paid courses and you can choose the one you like. Whatever course you choose, be honest with that and do all the exercises they suggest.
If you like you can practice more by solving common Data Structure and algorithm problems from interviews as well. You can see this list of 50+ Data structures and Algorithm problems to start with.
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Thanks for reading this article so far. If you like these best Python Data Structure and Algorithms courses then please share them with your friends and colleagues. If you have any questions or feedback then please drop a note.
P. S. — If you are keen to learn Data Structure end Algorithms with Python but looking for free online courses then you can also check out Data Structures & Algorithms in Python — Coding Interview, a free course on Udemy. All you need is a free Udemy account to join this course, more than 1000 students have already joined this amazing free course.
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