10 Best Data Structure and Algorithms courses for Java Developers in 2022
These are the best online courses to learn Data Structure and Algorithms in Java, which contains both free and paid courses.
Hello guys, if you want to learn Data Structures and Algorithms in 2022 and looking for best resources then you have come to the right place. In the past, I have shared a lot of useful resources like books and tutorials to learn Data Structure and Algorithms for both beginners and experienced programmers. I have also shared a lot of Data Structure and Algorithmic interview questions like this and their solutions in Java.
Still, I have got continuously queries about the best online courses to learn Data Structure and Algorithms in Java.
Some of them also requested free algorithms courses instead of paid ones while others are happy with the excellent course regardless of whether it’s free or paid.
To fulfill my promise, I did some more research and bring with me a new list of Data Structure and Algorithms courses in Java, which contains both free and paid courses.
Some of the courses like Deep Dive into Java is common from my previous list, obviously because it is one of the best paths to learn algorithms and data structure in Java. But, the list also contains some new courses like Data Structures and Algorithms Bootcamp.
Data Structures and Algorithms Bootcamp
This course is about getting you up-to-speed quickly on the fundamental computer science concepts you are going to be…
This time, I have focused more on finding courses which teaches essential data structure in a fun and exciting way, rather than picking the courses which cover a large number of data structure and algorithms but didn’t do justice with that.
Another reason I have included more than a few courses is that 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 the voice, the style of explanation, and the content itself.
If you join a course where the instructor is both knowledgeable and enthusiastic and also have excellent teaching skill, you obviously learn more and retain that knowledge for a long time. That’s the goal of this article to come up with online training courses and certifications, which provides value for both your time and money.
10 Best Java Data Structure and Algorithms Courses, Classes, Tutorials, and Certifications
Without wasting any more of your time, here is my list of some of the best online training courses to learn Data Structure and Algorithms for Java Programmers.
I have taken care to choose the course where examples are given in Java, except the last one, which is a book with Python examples, Sorry I couldn’t resist telling you guys about the Grokking Algorithm book, which I admire a lot.
This is my go-to course to any Java programmers who wants to learn data structure and algorithms. This is a comprehensive course, and it not only covers basic data structures like an array, linked list, binary search tree, stack, queue, hash table, but also advanced data structure like heap and algorithms like counting sort, radix sort and other constant time sorting algorithms.
It also covers Big O notation, which is quite important to explain to you a solution during a coding interview. This is a paid course but doesn’t worry about the price of $200, you can get it very cheap on various Udemy sales at just $10, almost 90% saving.
Here is the linked to join this course — Data Structures and Algorithms: Deep Dive Using Java
This is an excellent course to learn Data Structure and Algorithms on Udemy. The author is a former Google Software Engineer and he has a strong knowledge of data structure and algorithms.
The course is also full of visual diagrams and useful animations, which are crucial to understanding how data structure and algorithms work.
More than 23000 students have already benefitted from this free course, and if you want to kick-start your Data Structure journey, there is no better online course than this one.
Here is the linked to join this course — Easy to Advanced Data Structures
This is another fantastic course on Algorithms by William Fiset, the instructor of the previous class. This course actually complements his last course because it covers advanced Data Structure like Graph, which is often ignored by programmers.
If you know, the graph can represent anything related to each other like cities connected with roads, routers connected with cables, and even Facebook users connected with friends.
The course covers essential Graph algorithms like Breadth-first search algorithms, depth-first search algorithms, Dijkstra’s algorithms, the shortest/longest path on an acyclic graph, Travelling salesman Problems (TSP) and many more.
Here is the link to join this course —Graph Theory Algorithms
The goal of this course to teach you to apply graph theory in a real-world situation. Since the graph can be used for many common real-world problems, knowing graph theory helps to visualize the problem better.
The most significant advantage of graph algorithms is that it can represent relations like how two persons are related. You may not know, but many social networking websites like Facebook, Twitter uses graph algorithms to find your friends, colleagues, and other people you may know.
This is one of the best course specializations on Data Structure and Algorithms for Java Programmers. If you know a Coursera specialization is a combination of related courses to build skills and also provides a certificate once you complete all courses and do the required project.
There are 5 Courses in this specialization, which will not only teach you data structure but also how to master your software engineering interviews.
Here is the list of courses included in this specialization:
1. Object-Oriented Programming in Java
2. Data Structure and Performance
3. Advanced-Data Structures in Java
4. Mastering the Software Engineering Interview
5. Capstone: Analyzing (Social) Network Data
Here is the linked to join this course — Object-Oriented Java Programming: Data Structures and Beyond Specialization
If you want to learn Data Structure and Algorithms in Java and want to prepare for interviews, this could be a valuable resource for you.
And, if you find Coursera courses useful, which they are because they are created by reputed companies like Google, IBM, Amazon, and best universities around the world, I suggest you join the Coursera Plus, an annual subscription plan from Coursera.
This single subscription gives you unlimited access to their most popular courses, specialization, professional certificate, and guided projects. It cost around $399/year but it’s completely worth of your money as you get unlimited certificates.
5. Data Structures in Java: An Interview Refresher [Educative]
This is an excellent refresher course on Educative to learn typical data structure and algorithms for Java programmers. All code examples are presented in Java, which makes it easy to learn and understand.
If you are preparing for coding interviews, then you can check this course to refresh your Data Structure and Algorithms skills.
Here is the linked to join this course — Data Structures in Java: An Interview Refresher
6. Data Structures and Algorithms Bootcamp [Udemy Course]
This is a perfect course for anyone preparing for coding interviews and want to brush-up their data structure and algorithms skills.
In this course, you will not only learn about fundamental data structures like an array, linked list, hash table, binary tree, heaps, and sorting algorithms but also learn about the whole coding interview process and how to solve those commonly asked coding interview questions.
Here is the linked to join this course —Data Structures and Algorithms Bootcamp
7. Data Structure part 1 and 2 [Pluralsight Course]
This is an excellent beginner-level course to learn data structure and algorithms. In this course, you will not only learn the core data structures and algorithms used in everyday applications but also understand trade-offs involved with choosing each data structure, along with traversal, retrieval, and update algorithms.
This is a two-part course where the first part covers linked lists, stacks, queues, binary trees, and hash tables, and the second part includes data sorting, string searching, sets, AVL trees, and concurrency issues.
Here is the link to join this course — Data Structure part 1 and 2
By the way, You need a Pluralsight membership to access this course, which costs around $29/month or $299/year, but if you want to explore, you can also check it for free by signing up for their 10-day free trial.
8. Algorithms, Part I [Coursera Free Course]
This is one of the most popular online course on Data Structures and Algorithms, not just in Coursera but also on other learning portals.
If you have read Algorithms 4th Edition, one of the better books on Data Structures for Java developers, then you will be surprised to know that this course is based upon that book, and instructors are also the author of the books.
This is a two-part course where the first part covers elementary data structures, sorting, and searching algorithms. The course is free, and 100% online, which means you can learn from your own schedule.
Here is the linked to join this course —Algorithms, Part I
By the way, If you are planning to join multiple Coursera courses or specializations, then consider taking a Coursera Plus subscription which provides you unlimited access to their most popular courses, specialization, professional certificate, and guided projects.
9. Algorithms, Part II [Free Coursera Course]
This is the second part of the Algorithms course offered by Princeton University and served by Kevin Wayne and Robert Sedgewick, professors of Computer Science.
In the first part, you learn about elementary data structure, sorting, and searching algorithms while in this part, you will learn n graph- and string-processing algorithms.
It requires approximately 32 hours to complete, and the course is available in both English and Korean. The weekly homework is also impressive and helps you to retain the knowledge you learn.
Here is the linked to join this course —Algorithms, Part II
This is not an online course but a book that I admire a lot. It’s one of the best books on Data Structure and Algorithms, which I have read in recent times. It’s not a comprehensive book like CLRS or Introduction to Algorithms by Thomas H. Cormen, but it’s much more comfortable and enjoyable to read than that.
It doesn’t cover all the data structures and algorithms, but whatever it covers, it covers them well. It’s full of the visual diagram, which makes learning more engaging and helps to understand key concepts better.
Here is the linked to buying this book — Grokking Algorithms
Overall, simply, the best Algorithms book for any beginner and highly recommend to anyone who wants to learn Algorithms. There is only one thing which you may not like about it is that the examples are in Python than Java, but the theory is superb and for that alone it deserves mention here.
This is another great course to learn Data Structure and Algorithms in Java and it's from LinkedIn Learning, an education site from LinkedIn which contains useful courses to learn the latest tech.
In this course, instructor Raghavendra Dixit walks through how to use Java to write code to implement data structures and algorithms. After explaining why it’s advantageous to study these topics, he goes over the analysis of algorithms and discusses arrays — a data structure found in most programming languages
Here are the main skills you will learn in this course:
- How to calculate time and space complexity of algorithms
- Data Structure like an array and Linked List
The course also covers how to implement linked lists in Java, and covers stacks, queues, recursion, binary search trees, heaps, and more.
Btw, you would need a Linkedin learning membership to watch this course which costs around $18 per month if you take an annual plan. Alternatively, you can also watch this course for free using their 1-month free trial.
Introduction to Data Structures & Algorithms in Java Online Class | LinkedIn Learning, formerly…
Enhance your programming skill set by learning about some of the most commonly-used data structures and algorithms. In…
That’s all about some of the best courses to learn Data Structures and Algorithms in Java. 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 want, you can practice more by solving standard Data Structure and Algorithms problems from interviews as well. You can see this list of 100+ Data Structure and Algorithms problems to start with.
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Thanks for reading this article so far. If you like these Java Data structures and Algorithms courses, then please share it with your friends and colleagues. If you have any questions or feedback, then please drop a note.
P. S. — If you are looking for some Free Algorithms courses to improve your understanding of Data Structure and Algorithms, then you should also check these list of free Data Structure and Algorithms courses which are entirely free of cost
Free Data Structures Tutorial - Data Structures in Java for Noobs (Lite Edition)
This course will introduce you to the following data structures Singly Linked List Doubly Linked List So why even…
P.P. S. — Are you ready for the Interview? Take TripleByte’s quiz and go directly to the final round of interviews with top tech companies like Coursera, Adobe, Dropbox, Grammarly, Uber, Quora, Evernote, Twitch, and many more.