Author:Ravi Singh Ravi Singh is an expert and the mentor in data structures and algorithm with over 15 years of experience in IT in software development. He is also the author of multiple technical DSA course pages and he guided countless aspiring developers to succeed in their technical careers.
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.
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
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
High-quality academic content from premier Indian institutes, completely free with optional paid certification, covering theoretical and practical aspects.
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.
Curriculum Depth
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.
Discover the best Data Structures & Algorithms courses, carefully analyzed and ranked for 2025
1
Logicmojo DSA + System Design Course
Logicmojo
7 months
1:1 Mentoring
FAANG Focus
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.
Best For: Beginners and students seeking affordable, bilingual DSA education. Features comprehensive content delivery in both Hindi and English with strong community support.
Key Features
Bilingual Content
300+ Problems
Community Support
Mobile App
Pros
Very affordable
Hindi instruction
Beginner-friendly
Large community
Cons
No personal mentoring
Self-study format
3
DSA Career Camp
Coding Ninjas
IIT Partnership
Placement Focus
4 months
Best For: College students and fresh graduates seeking structured placement preparation. Features IIT-backed curriculum with dedicated career services and interview preparation.
Key Features
IIT Curriculum
Mock Interviews
Placement Cell
Live Classes
Pros
Strong placement record
IIT collaboration
Structured curriculum
Career guidance
Cons
Student-focused
Fixed schedule
4
DSA Self-Paced
GeeksforGeeks
60+ Hours
200+ Problems
Certificate
Best For: Self-motivated learners seeking comprehensive, affordable content from the trusted GeeksforGeeks platform. Perfect for those who prefer learning at their own pace.
Key Features
60+ Hours Content
200+ Problems
Forum Support
Lifetime Access
Pros
Trusted platform
Comprehensive content
Very affordable
Self-paced learning
Cons
No mentorship
Self-discipline required
5
DSA Live Classes
Scaler Academy
12 months
Job Guarantee
1:1 Mentoring
Best For: Serious career switchers and professionals aiming for senior roles. Comprehensive 12-month program with job placement guarantee and intensive mentorship.
Key Features
Job Guarantee
Industry Mentors
1000+ Problems
System Design
Pros
Job placement guarantee
Comprehensive curriculum
Strong alumni network
Industry connections
Cons
High investment
Long commitment
6
AlgoExpert
AlgoExpert.io
1 year access
Self-paced
Multiple languages
Best For: Learners looking for a focused platform specifically for coding interview preparation. Features 160+ hand-picked questions with multiple approaches and video explanations.
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.
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.
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.
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.
Choose 2-5 courses from above to see a detailed comparison
Course Comparison
Detailed side-by-side comparison of your selected courses
Features
Success Stories
Meet our students who transformed their careers after completing DSA and System Design courses
Aravindo Swain
SDE-II at Microsoft
“Concise and clear explanations. Excellent material covering all algorithms and system design problems.”
220% Salary Hike5 Job Offers
Priya Singh
Senior Engineer at Cisco
“Best quality curriculum with practical coding problems. Helped even after course completion.”
160% Salary Hike300+ Problems Solved
Rahul Verma
SDE at Microsoft
“Joined with stagnant growth and cracked Microsoft in 7 months with double the salary.”
215% Salary Growth6 Mock Interviews
10,000+
Students Enrolled
92%
Placement Rate
500+
FAANG Placements
250%
Avg. Salary Hike
Frequently Asked Questions
Everything you need to know before choosing a DSA course
Which DSA course is best for beginners with no coding experience?
+
For absolute beginners with no coding experience, we recommend starting with PW Skills DSA Course or GeeksforGeeks DSA Self-Paced Course. Both offer:
Fundamentals of programming before diving into DSA
Self-paced learning so you can take your time
Affordable price points
Beginner-friendly explanations
PW Skills offers the added advantage of bilingual instruction (Hindi + English), which many Indian beginners find helpful for grasping complex concepts.
How long does it take to learn DSA properly for interviews?
+
Learning DSA properly for competitive interviews typically takes 4-8 months of consistent effort, depending on:
Your prior programming experience
Hours dedicated per week (15-20 hours recommended)
The complexity of roles you're targeting
Your learning style and pace
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.
What should I look for in a good DSA course?
+
A good DSA course should include:
Comprehensive curriculum: Covering arrays, linked lists, trees, graphs, dynamic programming, and more
Problem-solving practice: At least 200+ problems of varying difficulty
Code examples: Well-commented code in your preferred programming language
Visual explanations: Diagrams or animations for complex concepts
Mock interviews: Practice with real interview-style questions
Mentorship: Access to instructors for doubt resolution
Are expensive DSA courses worth the investment?
+
Premium-priced courses can be worth the investment if you're targeting high-paying roles at top tech companies. The ROI calculation:
A course like LogicMojo (₹45,000) might seem expensive
However, landing a FAANG job can increase your salary by 200-300%
A ₹10 LPA to ₹30 LPA jump means the course pays for itself in weeks
Premium courses offer personalized mentorship and networking
Which programming language should I learn DSA in?
+
The best language for learning DSA depends on your career goals:
Python: Easiest syntax, great for beginners, widely used in interviews
Java: Very popular for DSA, excellent for object-oriented concepts
C++: Fastest execution, preferred for competitive programming
JavaScript: Good if targeting web development roles
For interviews, choose a language you're comfortable with, as you'll need to write code quickly under pressure.
About the Author
Ravi Singh
I am a Data Science and AI expert with over 15 years of experience in the IT industry. I’ve worked with leading tech giants like Amazon and WalmartLabs as an AI Architect, driving innovation through machine learning, deep learning, and large-scale AI solutions. Passionate about combining technical depth with clear communication, I currently channel my expertise into writing impactful technical content that bridges the gap between cutting-edge AI and real-world applications.
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