Become an Expert with Logicmojo DSA Course

What topics are covered in a DSA course? +

Data Structures and Algorithms (DSA) course typically covers a variety of topics that are fundamental to computer science and programming. Some of the key topics covered in a DSA course include:

1. Introduction to Data Structures and Algorithms: Basic concepts, algorithm analysis, time and space complexity, Big O notation.

2. Arrays: Static and dynamic arrays, multi-dimensional arrays, operations, and applications.

3. Linked Lists: Singly linked lists, doubly linked lists, circular linked lists, operations, and applications.

4. Stacks: Implementation, operations (push, pop, peek), and applications.

5. Queues: Implementation, operations (enqueue, dequeue, front, rear), priority queues, circular queues, and applications.

6. Trees: Binary trees, binary search trees, balanced trees (AVL, Red-Black), tree traversal techniques (in-order, pre-order, post-order), and applications.

7. Graphs: Representation (adjacency matrix, adjacency list), graph traversal algorithms (BFS, DFS), shortest path algorithms (Dijkstra, Bellman-Ford), minimum spanning tree algorithms (Prim, Kruskal), and applications.

8. Hashing: Hash functions, hash tables, collision resolution techniques (chaining, open addressing), and applications.

9. Sorting Algorithms: Bubble sort, selection sort, insertion sort, merge sort, quick sort, heap sort, counting sort, radix sort, and their time complexities.

10. Searching Algorithms: Linear search, binary search, interpolation search, and their time complexities.

11. Recursion: Basics of recursion, recursive algorithms, and examples (factorial, Fibonacci series, Tower of Hanoi).

12. Dynamic Programming: Introduction to dynamic programming, memoization, top-down and bottom-up approaches, examples (Fibonacci series, longest common subsequence, 0/1 knapsack problem).

13. Greedy Algorithms: Introduction to greedy algorithms, examples (fractional knapsack problem, minimum spanning tree, Huffman coding).

14. Backtracking: Introduction to backtracking, examples (N-Queens problem, graph coloring problem, Hamiltonian cycle).

15. Divide and Conquer: Introduction to divide and conquer, examples (merge sort, quick sort, Strassen's matrix multiplication).

These topics provide a solid foundation for understanding the principles and techniques used in designing and analyzing efficient algorithms and data structures, which are essential for solving complex problems in computer science and programming.

Which language is best for learning DSA? +

Learning Data Structures and Algorithms (DSA) is largely independent of programming languages. You can learn DSA using any language, as long as it is object-oriented. In this course, we primarily use Java, JavaScript, C++, and Python to demonstrate and implement concepts during the classes.

How long does it take to complete a DSA course ? +

Logicmojo Data Structures and Algorithms (DSA) course is offered in two formats: a 7-month program and a 4-month program.

7-month course includes live classes covering both DSA and System Design. The first 4 months focus on DSA, while the last 3 months focus on System Design. This course is designed to prepare you for both coding interviews and system design rounds.

4-month course focuses exclusively on DSA, with live classes tailored specifically to help you prepare for DSA coding interview rounds.

Why Learning Data Structure And Algorithms (DSA) Is Important? +

Currently, All the product companies in the world ask data structures and algorithms based problems for testing the candidates' programming skills. Data structures and Algorithms is the most important subject of computer science, in fact, this is the only subject of computer science that is widely used across all industry whether it’s an e-commerce company/ retail/ health sector/ banking sector/ telecom/ networking or any technology organizations. Learning Data Structures and Algorithms require fine grip in concepts and hands-on practice in problem-solving.
Logicmojo Data structures and Algorithms Course(DSA Course) covers every topic in the form of lectures and assignments. Lectures for understanding problem-solving techniques and assignments for practicing those techniques.

Who should take this DSA course ? +

A Data Structures and Algorithms (DSA) course can be beneficial for a variety of individuals. Here are some groups of people who should consider taking a DSA course:

1. Computer Science students: Students pursuing a degree in computer science or a related field should learn about data structures and algorithms as they form the foundation of computer programming and problem-solving skills.

2. Aspiring software developers/engineers: If you plan to work in software development, a strong understanding of data structures and algorithms is essential. This knowledge helps in optimizing code, improving performance, and solving complex problems efficiently.

3. Professionals looking to upskill: Current software developers or IT professionals who want to improve their skills and stay competitive in the industry should consider taking a DSA course. This can help them tackle more challenging tasks and advance their careers.

4. Competitive programming enthusiasts: Participants in competitive programming contests, such as ACM ICPC, Google Code Jam, or LeetCode, can benefit from a DSA course. Mastery of data structures and algorithms is critical for success in these competitions.

5. Job seekers in the tech industry: Many tech companies, including top firms like Google, Amazon, and Facebook, test candidates' knowledge of data structures and algorithms during the interview process. Taking a DSA course can help prepare you for these interviews and increase your chances of securing a job.

6. Educators and mentors: Computer science educators and mentors who teach programming concepts to others can benefit from a DSA course to strengthen their own understanding and effectively convey these concepts to their students.

In summary, anyone interested in computer programming, problem-solving, or a career in the technology sector can benefit from taking a Data Structures and Algorithms course. It can help build a solid foundation for further learning and career growth.

Eligibility to join this DSA course +

Working professionals in the IT industry who want to transition to top product-based organizations are our primary audience for this course.

Freshers and undergraduate students pursuing B.E/B.Tech can also join this course to build a career in software engineering roles at leading tech companies.

Can a non-IT person or non-CS graduate join this course? +

Yes, non-IT candidates or non-CS graduates who want to prepare for IT companies can join this course. We teach DSA from scratch, enabling them to take the initial steps toward building a career in the IT industry.

How does the placement process work in the curriculum? +

The placement process involves the following step-by-step journey for candidates after completing the course, to help them secure positions in top product-based organizations:

• Step 1: After completing the DSA course, candidates are tested on their DSA problem-solving skills through a series of mock interview tests. These tests evaluate their knowledge before job referrals and give them a glimpse of actual DSA coding interviews.
• Step 2: Following the mock interviews, a one-on-one resume preparation process begins. Our experts work with candidates to update their resumes according to industry standards.
• Step 3: Once the resume preparation is complete, Logicmojo initiates job referrals to top product-based companies. Our team schedules interviews and supports candidates until they successfully crack the interviews and join their desired organizations.

How many DSA mock interviews can candidates attempt? +

Candidates can attempt multiple DSA mock interviews until they pass. The primary objective of these mock interviews is to assess whether candidates are adequately prepared to crack real company interviews.

Is there a timeline to complete mock interviews? +

We recommend candidates complete their DSA mock interviews within 6 months of course completion. However, they can also attempt mock interviews during the course period. In special cases, we extend the deadline to 1 year after course completion.

Which companies are considered for job placements? +

Logicmojo has strong connections with HR professionals and managers from top product-based organizations in India. We provide job placements in leading product companies across the country.

When will I receive the DSA certificate? +

Upon successful completion of the course, every candidate in the batch will receive course completion and project completion certificates.

What projects are covered in the DSA course? +

The Logicmojo DSA course (7 months) covers multiple projects, backend architectures, and designs. In the System Design classes, we discuss various design architectures, distributed system technologies, and cloud infrastructures. Candidates will develop these backend architectures with guidance from instructors. Below are the key components covered during the project discussions:

• Design Patterns: Design patterns are explained in detail, including the implementation and application of each pattern. Our instructors also demonstrate how these patterns are applied in complex system designs.
• Business Logic: The course strengthens candidates' coding skills to enable them to write quality, bug-free code. This helps candidates develop the complete business logic required for the projects.
• Distributed Systems: Distributed systems are the backbone of modern project architectures in the IT industry. The course covers microservices, Kafka, sharding technologies, and complete cloud infrastructure setups during the 7-month DSA program.

How many projects will be included in the DSA curriculum? +

We begin with preliminary projects that are easy to grasp, and as the course progresses, we move on to advanced project designs and architectures. The projects included in the curriculum are tailored to strengthen the candidate’s resume, enabling them to confidently answer interview questions related to these projects. On average, **four projects** are included in each candidate's portfolio.

What programming languages are used for coding these projects? +

For project implementation, any object-oriented programming language can be used. Candidates can choose from Java, Python, JavaScript, or C++ for their projects.

What is the fee for the DSA course? +

**DSA - 7-Month Course Fee with System Design**: The fee for the 7-month Logicmojo DSA course, including System Design, is **INR 52,000/-**. A **15% discount** is available for the first 15 people who join the course, reducing the fee to **INR 45,000/-**.

**DSA - 4-Month Course Fee**: The fee for the 4-month Logicmojo DSA course is **INR 32,000/-**. A **15% discount** is available for the first 15 people who join the course, reducing the fee to **INR 27,000/-**.

Can I pay using No Cost EMI? +

Yes, you can pay using No Cost EMI. There are four options available: **3, 6, 9, or 12 months**. You can choose the EMI duration based on your preference. All these EMI options are completely interest-free. You can apply for EMI using any credit card.