Find your perfect course to master Data Structures & Algorithms. We've analyzed and compared the best options based on curriculum, mentorship, placement support, and student outcomes.
Data Structures & Algorithms (DSA) is essential for cracking tech interviews in 2025. We've evaluated the leading DSA courses in India, focusing on features like live classes, mentorship, interview prep, and student outcomes. Our list ranks Logicmojo DSA Course at #1, followed by other popular programs trusted by Indian learners. Below, find a detailed ranking, a comparison table, and an FAQ section to help you choose the right DSA program for your career goals and learning style.
Best Data Structures & Algorithms courses for 2025
S.No. | Course Details | Duration | Pricing | Action |
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1
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![]() Logicmojo DSA + System Design CourseLogicmojo Logicmojo DSA Course is at the top of our list as the best DSA course in 2025. It is one of the best courses for preparing DSA and System Design for Coding Interviews preparation for MAANG Companies. The focus will be on Interview preparation and techniques/patterns of solving various DSA Medium/Hard problems.
Live Classes
1:1 Mentoring
Placement Support
System Design
|
7 months |
₹60,000
₹52,000
|
Enroll Now |
Expert Take![]() Anjani Kumar Singh, SDE II - Amazon | Ex-Zynga | HITK'21 | Python Developer Logicmojo DSA + System Design course gave me exactly what I needed for MAANG interviews.The focus on problem-solving patterns and real system design case studies built my confidence. It played a huge role in helping me crack my Amazon SDE2 offer |
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2
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Complete DSA CoursePW Skills I signed up for PW Skills Complete DSA course last summer and I wrapped up the complete course in 6 months of duration online in Java/C++. It aligned with a senior developer like me. They provide weekly mentorship from Raghav sir who go in-depth in the advanced topics like graph and dynamic programming with live coding walkthroughs. It helps in the real interview preparations and way more interactive than YouTube videos. They provide hands-on contest and doubt forums for preparation in DSA . Although the basics are not very much covered in depth but advanced problem is covered most of the part along with coding test in the classes.
Self-Paced
Java/C++
Problem Solving
Affordable
|
Self-paced |
₹3,500
|
Enroll Now |
Expert Take![]() Aritra Roy, Full-Stack web developer | B.E. in Civil Engineering (BMSCE'24) This course provides incredible value for its price. It's the perfect starting point for students who want to build a strong DSA foundation without a heavy financial burden. |
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3
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DSA Career CampCoding Ninjas I was looking for self-paced learning, so I joined the Coding Ninjas DSA career camp by thinking it's just a video lectures. But the structured mentorship really impressed me. I got a dedicated TA who reviewed my code weekly and pointed out all the issues in my code. This course is focused on interview preparation from day 1 and every topic is directly discussed in the classes that asked in the competitive interviews. They have automated code checker which check all your solutions and also flagged time and space complexity issues in your code. After course completion, mock interview sessions for real feedback. After this course, I started solving the medium level problems within 3 months of self-preparation.
Job Guarantee
Live Support
Competitive Programming
Expert Mentors
|
4 months |
₹1,00,000
|
Enroll Now |
Expert Take![]() Abhishek Tiwari, Full Stack Developer| Java + DSA | Python The focus on competitive programming patterns is a key differentiator. The TA support is highly responsive, which is crucial for clearing doubts quickly while practicing. |
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4
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DSA Self-PacedGeeksforGeeks I took GeeksforGeeks DSA based course because I already been using their articles for years. I think the course is good, more organized version than their website structure. Every video is a bit size lectures with 15 minutes of duration. So for concise level of DSA preparation, you can do before interviews. Along with that, they have included a large set of problem statements in their course structure. After every topic, you will immediately get problems ranked by difficulty and editorial solutions show multiple approaches instead of just one correct way. Self based course are good for irregular schedules of the candidates. There is no live mentor or live sessions, so it's based on your own pace video lectures.
Self-Paced
Trusted Content
Practice Problems
Popular Choice
|
60+ Hours |
₹4,899
|
Enroll Now |
Expert Take![]() Jeevan Joshi, Software Engineer @ Walmart iOS Developer - SwiftUI As a Senior Developer, I value course which can teach to solve problems. This course's strength lies in its vast and well-structured library of practice problems, covering every topic imaginable. |
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5
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Scaler Academy ProgramScaler Academy This course is primarily for the job switch. So when I decided to move on from my current company to the next one, I started looking into the course which focus on DSA preparation for job switch. Scalar provides the live classes and a systematic approach to break down the coding questions into smaller chunks. Instructors are accessible through Microsoft Teams. So when you get stuck, you can directly message them and you will get the video explanation of your query. They also provide the career track system, where you have access to their alumni for job referrals. Along with that, you can also avail yourself of mock interviews before your interviews.The price of this course is on the higher end, almost 3 lakhs for complete course, which I feel little bit more than the rest of the courses out there. Although they provide the Guarantee Career Transformation with high salary packages in their curriculum.
Premium Program
Industry Mentors
High ROI
Career Support
|
12 months |
₹2,99,999
|
Enroll Now |
Expert Take![]() Prriyanka Bishnoi, ull Stack Engineer | JAVA | SPRINGBOOT | Scaler Alumna Scaler is an investment in your career. The mentorship from industry experts is invaluable, and the curriculum's depth in both DSA and System Design is unmatched for senior roles. |
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6
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AlgoExpertAlgoExpert.io Interview-focused platform with curated problems from top tech companies, video explanations, and coding workspace with multiple language support.
Interview Prep
Video Solutions
Multi-Language
Curated Problems
|
Self-Paced |
₹13,999/year
|
Enroll Now |
Expert Take![]() Justin San Juan, Staff Engineer @ Meta | Ex-Google For targeted FAANG prep, this is the gold standard. The curated questions and detailed video walkthroughs in a real coding environment are extremely effective for interview success. |
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7
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![]() Udemy DSA CoursesTim Buchalka's Learn Programming Academy Budget-friendly courses with lifetime access, practical examples, and step-by-step guidance suitable for beginners to intermediate learners.
Budget-Friendly
Lifetime Access
Beginner-Friendly
Practical Examples
|
Self-paced |
₹500-₹1,000
|
Enroll Now |
Expert TakeAkash Gupta, Independent Tech Instructor & Consultant For self-starters, Udemy courses offer unparalleled flexibility and value. The lifetime access allows you to learn at your own pace and revisit concepts whenever needed. |
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8
|
DSA in JavaEdureka Java-focused DSA course with live instructor-led sessions, hands-on projects, and certification upon completion with dedicated support team.
Java Focused
Live Sessions
Certification
Support Team
|
4 months |
₹30K-₹40K
|
Enroll Now |
Expert Take![]() Harshita Nagar, B.Tech from Computer Science Engineering||C++, Java The live, instructor-led format is excellent for those who need a structured schedule. Their 24/7 support ensures that you're never stuck on a problem for too long. |
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9
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DSA Live ClassesUnacademy Interactive live classes with experienced educators, doubt clearing sessions, and flexible subscription model with access to multiple courses.
Live Classes
Doubt Clearing
Flexible
Multiple Courses
|
Subscription |
₹1,000/month
|
Enroll Now |
Expert Take![]() Dhruv Pahwa, ex-DRDO, Infosys | GSSoC'25 Learning from top educators like Unacademy was very engaging. The subscription model for DSA Classes is great because you gain access to a wide variety of courses on programming, not just one. |
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10
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Free DSA CoursesIIT/NPTEL High-quality academic content from premier Indian institutes, completely free with optional paid certification, covering theoretical and practical aspects.
100% Free
IIT Quality
Academic Content
Optional Cert
|
8-12 weeks |
Free (cert ~₹1,000)
|
Enroll Now |
Expert Take![]() Shreyansh Kumar Singh, Blockchain Degen | Java | Web-Dev | AI | Python For a deep, theoretical understanding of algorithms, NPTEL courses are unparalleled. They provide the academic rigor necessary to understand the core principles of computer science. |
We used a comprehensive set of criteria to assess and rank each DSA course, ensuring you get the most accurate guidance for your learning journey.
We examined each course for comprehensive coverage of core and advanced DSA topics, including arrays, linked lists, trees, graphs, dynamic programming, and more.
Courses were evaluated on instruction clarity, teaching methods (live vs. recorded), code examples quality, and how well complex concepts are explained.
We assessed the availability of 1:1 sessions, doubt resolution mechanisms, and the industry experience of the mentors guiding students.
Courses offering extensive practice problems, coding challenges, and real-world projects scored higher in our evaluation matrix.
Mock interviews, resume help, LinkedIn optimization, and career guidance services were key factors in our evaluation.
We analyzed student success stories, placement statistics, salary increases, and student reviews to measure actual outcomes.
Follow this roadmap to master Data Structures & Algorithms from beginner to advanced level
Master a programming language (Java, Python, C++, or JavaScript) including syntax, control structures, functions, and basic OOP concepts.
Learn fundamental data structures and understand their implementation and applications. Focus on arrays, strings, and built-in collections.
Master implementation and operations of complex data structures. Understand time and space complexity analysis.
Learn essential algorithms and understand their implementation, time complexity, and problem-solving patterns.
Master complex algorithmic techniques and problem-solving strategies needed for challenging interview questions.
Apply DSA knowledge to solve increasingly complex problems. Focus on pattern recognition and optimization techniques.
Learn how to design scalable systems. Essential for senior roles and FAANG/MAANG interviews.
6-8 months of dedicated learning for complete mastery
Consistent practice (2-3 hours daily) is more effective than irregular cramming
Choose courses that align with your current stage and learning style
The numbers don't lie - Data Structures & Algorithms expertise offers unmatched career growth and earning potential
Job vacancy growth rate - far exceeding most other tech roles. Demand consistently outpaces supply.
Typical salary jump within 2-3 years. Senior DSA experts earn ₹50L+ annually in India.
Open positions across India on major job portals. Companies are desperately seeking skilled DSA developers.
At the forefront of AI/ML revolution. Skills remain relevant as technology advances.
Whether you're a fresher, experienced developer, or career switcher - DSA mastery opens doors to top tech companies worldwide.
Start Your JourneyDiscover the best Data Structures & Algorithms courses, carefully analyzed and ranked for 2025
Logicmojo
Top DSA Course: Logicmojo Ranked 1 DSA Course for Working professionals targeting FAANG/MAANG companies. This comprehensive program combines DSA mastery with system design expertise, mentored by industry veterans from top tech companies with job placement guarantee.
PW Skills
Best For: Beginners and students seeking affordable, bilingual DSA education. Features comprehensive content delivery in both Hindi and English with strong community support.
Coding Ninjas
Best For: College students and fresh graduates seeking structured placement preparation. Features IIT-backed curriculum with dedicated career services and interview preparation.
GeeksforGeeks
Best For: Self-motivated learners seeking comprehensive, affordable content from the trusted GeeksforGeeks platform. Perfect for those who prefer learning at their own pace.
Scaler Academy
Best For: Serious career switchers and professionals aiming for senior roles. Comprehensive 12-month program with job placement guarantee and intensive mentorship.
AlgoExpert.io
Best For: Learners looking for a focused platform specifically for coding interview preparation. Features 160+ hand-picked questions with multiple approaches and video explanations.
Rahul Shetty Academy
Best For: Budget-conscious learners looking for specialized content. These top-rated self-paced DSA courses on Udemy use whiteboard teaching to cover recursion, trees, graphs, heaps, and hashing.
Edureka
Best For: Java developers seeking structured, hands-on learning. This 4-month live instructor-led internship program focuses on DSA in Java with practical projects and an impressive 80%+ completion rate.
Unacademy
Best For: Students who prefer learning from popular educators like Love Babbar. These comprehensive DSA courses are taught through Unacademy's subscription platform with regular doubt-clearing sessions.
IIT/NPTEL
Best For: Self-motivated learners on a budget. These free courses by Indian institutes are available on platforms like edX and YouTube, taught by IIT professors with a focus on algorithm theory.
Use our expert decision framework to find the course that matches your goals and constraints
Answer 3 quick questions to get personalized course recommendations
Based on your preferences, here are the best DSA courses for you:
DSA + System Design
Data Structures & Algorithms
DSA CareerCamp
DSA Self-Paced Course
Scaler Academy Program
AlgoExpert.io
DSA Courses
DSA in Java
DSA Live Classes
Free DSA Courses
Choose 2-5 courses from above to see a detailed comparison
Detailed side-by-side comparison of your selected courses
Features |
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Meet our students who transformed their careers after completing DSA and System Design courses
SDE-II at Microsoft
“Concise and clear explanations. Excellent material covering all algorithms and system design problems.”
Senior Engineer at Cisco
“Best quality curriculum with practical coding problems. Helped even after course completion.”
SDE at Microsoft
“Joined with stagnant growth and cracked Microsoft in 7 months with double the salary.”
Everything you need to know before choosing a DSA course
For absolute beginners with no coding experience, we recommend starting with PW Skills DSA Course or GeeksforGeeks DSA Self-Paced Course. Both offer:
PW Skills offers the added advantage of bilingual instruction (Hindi + English), which many Indian beginners find helpful for grasping complex concepts.
Learning DSA properly for competitive interviews typically takes 4-8 months of consistent effort, depending on:
Most structured DSA courses range from 4-9 months for complete coverage. For FAANG/MAANG interviews, we recommend at least 6 months of dedicated preparation.
A good DSA course should include:
Premium-priced courses can be worth the investment if you're targeting high-paying roles at top tech companies. The ROI calculation:
The best language for learning DSA depends on your career goals:
For interviews, choose a language you're comfortable with, as you'll need to write code quickly under pressure.