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Do you want to cope with the trending technology? Are you looking for an advanced-level course in tech background? You have reached the right source to provide you with all the necessary information. It is very crucial to walk with the trend to stay aligned with the rest of the world. There has been a significant advancement in the IT sector in terms of development. Opting for a data structures and algorithms course would be the best career option if you are from a computer or technical background. Continue Reading to know more!
This Blog Includes:
- What is the Data Structures and Algorithms Course?
- List of Data Structures and Algorithms Courses
- Course Structure
- Eligibility for Data Structures and Algorithms Course
- Online Platforms Offering Data Structures and Algorithms Course
- List of International Universities Offering Data Structures and Algorithms Course
- FAQs
What is the Data Structures and Algorithms Course?
If you are from an IT background or wish to become a programmer then, the data structures and algorithms course would be a smart choice for you. The data structures and algorithms course is the foundational course for students, teaching them how to organize and modify data structures.
The essential data structures covered in this course are arrays, graphs, trees, linked lists, algorithms for searching, and sorting the given data, and problem-solving algorithms. You will also learn how to optimize code for speed and optimal memory usage. All these things are critical skills necessary for software development.
The data structures and algorithms course is the best career option for someone who aspires to build a career in software development, programming, or computer science.
Also Read: Data Analytics
List of Data Structures and Algorithms Courses
There are many data structures and algorithms courses offered by universities and colleges. This course is also offered in online mode. So, candidates who cannot attend daily classes due to their busy schedules of job, they can go for online courses.
Here is a list of top data science and algorithms courses:
- CS50’s Introduction to Computer Science.
- Arrays and Linked Lists
- Stacks and Queues
- Algorithmic Toolbox
- Data Structures
- Algorithms on Strings
- Algorithms on Graphs
- Advanced algorithms and complexity
- Data Structures and Algorithms Python
- Master the coding Interview: Data Structures+Algorithms
Also Read: How to Become a Software Engineer
Course Structure
The course structure includes the following:
- Introduction to Data Structures and Algorithms
- Understanding the Data Structures
- Exploring Algorithms
- Elementary Data Structures
- Basic Data structures (arrays, linked lists, stacks, queues)
- Dynamic arrays and amortized analysis
- Priority queues and disjoint sets
- Hash tables
- Binary search trees
- Data Structures and Algorithms Python – The Complete Bootcamp
- Basic Concepts (Big O Notation)
- Arrays, Linked List
- Stack and Queue
- Hash and Trees
- Heaps and Tries
- Graphs
- Searching and Sorting
- Tree and Graph Traversal
- Problem-solving, etc.
- Algorithmic Toolbox
- Python Programming
- Linear programming
- Dynamic Programming
- Np-Completeness
- Algorithms, Part I, and Algorithms, Part II
- Data Structure and Algorithms
- Undirected and directed graphs
- Minimum Spanning Tree
- Radix Sorts
- Tries
- Substring Search
- Regular Expressions
- Data Compression
- Reductions
- Linear Programming
- Intractability, etc.
6. Algorithm Design and Analysis
- Dynamic Programming
- Greedy Algorithms
- Graph Algorithms
Also Read: What is Scripting Language?
Eligibility for Data Structures and Algorithms Course
The basic eligibility to pursue the data structures and algorithms course is given below:
- You must have a basic understanding of programming languages such as Python, JAVA, C++, or any other programming language.
- Must belong to a mathematics or computer science background.
- Must have either completed class 12 with mathematics and computer science as the major subjects.
- Students could also learn this course anytime after their bachelor’s or master’s.
Online Platforms Offering Data Structures and Algorithms Course
- Udemy
- Udecity
- edX
- Coursera
- Khan Academy
- MIT
- GeeksforGeeks
- Leet Code
- Data Camp
- Coding Ninjas
- Learnbay
- Google Tech Dev Guide
Also Read: Top 4 Tips to Beat the PTE Algorithm
List of International Universities Offering Data Structures and Algorithms Course
Here is the list of international universities offering Data structures and algorithms courses:
- Massachusetts Institute of Technology (MIT)
- Stanford University
- Harvard University
- University of California, Berkeley
- Carnegie Mellon University
- University of Cambridge
- University of Oxford
- ETH Zurich
- National University of Singapore (NUS)
- University of Toronto
- University of Melbourne
- Technical University of Munich (TUM)
- University of Tokyo
- University of Waterloo
FAQs
A1. Some of the best courses for learning data structures and algorithms are machine learning, data science, and detailed learning with Python.
A2. The speed of mastering DSA may vary from person to person depending upon his/her capacity to understand the course content. Generally, it takes 2-3 months months to get familiar with the basics. Post that you need to invest 6 months of regular practice then you can master DSA.
A3. Cost of course varies depending on the source. Numerous online sources offer DSA courses.
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