Data Structure and Algorithm Training in Pune

4.9/5

Infibee Technologies offers India’s No.1 Data Structure and Algorithm Training with certification & Placement Guidance.

Enhance your programming skills with our hands-on Data Structure and Algorithm Course in Pune, led by 10+ industry experts. Gain practical experience through real-time projects, improve your resume, and get dedicated interview and placement support. Enjoy lifetime access to recorded sessions and master the essential concepts and applications of data structures and algorithms.

Join our Data Structure and Algorithm Training Institute in Pune and ignite your career future with high-paying jobs in top companies.

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25 hrs of E-Learning Videos
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Data Structure and Algorithm Course in Pune Overview

Our Data Structure and Algorithm Training in Pune helps the students and the professionals build the fundamental and the advanced skills that are required for the management of data and the performance of code optimization effectively.

This course covers the basics of data structures like arrays, linked lists, stacks, queues, trees, and graphs as well as algorithm design methods like sorting, searching, recursion, and dynamic programming. The need for talented software engineers is increasing, and mastering these basics not only improves one’s ability to win over others but also gets the learner ready for the technical interviews and the competitive exams.

Our Data Structure and Algorithm Training in Pune combines theoretical teaching, hands-on and live coding practices. Our seasoned trainers accompany the students through the real-world scenarios to make sure that learning is practical. The course is perfect for novices, graduates, and IT professionals, it gives the programming logic, algorithmic thinking, and performance optimization strongholds.

 

Data Structure and Algorithm Course in Pune Topics Covered Applications of Data Structure and Algorithm Training in Pune Tools Used
Arrays, Linked Lists, Stacks, Queues Software Development & App Development C, C++, Python, Java
Trees, Graphs, Hashing Competitive Programming & Coding Interviews IDEs: VS Code, Eclipse
Recursion & Backtracking Problem Solving & Algorithm Optimization GitHub & Version Control
Sorting & Searching Techniques Data Management & Efficient Data Processing LeetCode, HackerRank
Dynamic Programming & Greedy Algorithms AI & Machine Learning Preprocessing Online Coding Platforms

 

Why Choose Infibee Technologies for Data Structure and Algorithm Course in Pune?

Key Highlights:

  • Experienced Industry Trainers

  • Hands-On Coding Practice

  • Interview Preparation & Resume Support

  • Lifetime Access to Recorded Sessions

  • Flexible Learning Modes (Classroom/Online/Corporate)

Best Data Structure and Algorithm Institute In Pune – Get Certified with Infibee Technologies

Infibee Technologies, at the very center of the Pune, is the leading Data Structure and Algorithm Training Institute in Pune, providing courses for novices, undergraduates, and industry professionals. Using real-time coding practices, hands-on assignments, and projects, our institute promotes the total absorption of teaching in programming and problem-solving skilled through the process of learning.

The Data Structure and Algorithm course material presents all the crucial data structure techniques and algorithm methods to the students by which they can code efficiently, prepare for technical interviews and join in competitive programming contests. The skilled instructors at Infibee Technologies give personalized support and coaching to make sure that every student gets the concepts and can use them in real-world projects.

Infibee Technologies has made thousands of students with its training, who currently are a part of major global IT companies. The variety of training modes offered, such as face-to-face lessons, online classes with instructors, and in-house workshops, gives the students flexibility and helps them acquire practical skills that make them ready for the job market.

Certification:
Infibee provides a globally recognized certification for Data Structure and Algorithm Training in Pune, validating coding proficiency, problem-solving skills, and knowledge of data structures and algorithms. This certification increases employability and career growth opportunities.

Alumni Placement:
Our alumni are placed in top MNCs like:

  • TCS

  • Infosys

  • Wipro

  • Accenture

  • Cognizant

Training Modes:

  • Classroom Training in Pune

  • Online Instructor-Led Training

  • Corporate Workshops & Customized Sessions

Global Certifications for Data Structure and Algorithm Training in Pune

S.No Certification Code Cost (INR) Expiry
1 DSA-101 40,000 3 Years
2 DSA-ADV-102 45,000 3 Years
3 ALGO-103 50,000 3 Years
4 DSA-PRO-104 55,000 5 Years
5 ALGO-MASTER-105 60,000 5 Years

Benefits of Learning Data Structure and Algorithm Course in Pune

  • Strong foundation for coding and software development

  • Essential for competitive programming and interviews

  • Enhance problem-solving and logical thinking skills

  • Hands-on learning with real-time coding exercises

  • Boost career opportunities in IT and software engineering

  • Globally recognized certification

What You’ll Learn

  • Fundamentals of arrays, linked lists, stacks, and queues

  • Trees, graphs, and hashing techniques

  • Recursion, backtracking, and dynamic programming

  • Sorting and searching algorithms

  • Algorithm optimization and efficiency improvement

  • Practical coding through live projects and exercises

Who Can Join?

  • Students and fresh graduates aspiring for IT careers

  • Working professionals seeking career growth in software development

  • Competitive programming enthusiasts

  • Anyone aiming to improve coding and problem-solving skills

Career Opportunities in Data Structure and Algorithm Training in Pune

Experience Level Job Role Salary (LPA)
Freshers/Junior (0–3 years) Junior Software Developer 3–4.5
Freshers/Junior (0–3 years) Coding Analyst 4–5.5
Mid-Level (4–8 years) Software Engineer 6–10
Mid-Level (4–8 years) Algorithm Specialist 8–12
Senior/Experienced (9+ years) Senior Software Developer 12–18
Senior/Experienced (9+ years) Technical Lead 15–25
Specialized Roles AI/ML Engineer 10–15
Specialized Roles Competitive Programming Expert 10–15

Who’s Hiring Data Structure and Algorithm Professionals in Pune?

  • TCS

  • Infosys

  • Wipro

  • Accenture

  • Cognizant

Can I Study Data Structure and Algorithm in Other Locations?

Yes, Data Structure and Algorithm Training is available in Hyderabad, Bangalore, Chennai, and Pune. Infibee Technologies provides hands-on coding sessions, expert mentorship, and placement support across all cities. Whether you join Data Structure and Algorithm Classes in Pune or other locations, you will receive the same industry-standard training and career guidance.

How to Register for Data Structure and Algorithm Classes in Pune

Step 1: Register for a Free Demo

  • Submit the inquiry form on the Infibee Technologies website

  • Attend a free demo session to explore our teaching methodology

Step 2: Select Your Training Mode

  • Choose classroom, online, or corporate training

  • Confirm your preferred batch timing

Step 3: Start Your Data Structure and Algorithm Course in Pune Journey

  • Learn under expert instructors

  • Work on real-time coding projects

  • Receive certification and placement support

Enroll Today: Unlock Your Data Structure and Algorithm Training in Pune Potential!

Join Infibee Technologies, the leading Data Structure and Algorithm Training Institute in Pune, and gain hands-on coding experience, problem-solving skills, and globally recognized certification. Start your journey today with Data Structure and Algorithm Classes in Pune and secure a high-paying career in IT and software development.

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Upcoming Data Structure and Algorithm Batches In Pune

26-01-2026
Mon-FriWeekdays Regular
08:00 AM & 10:00 AM Batches(Class 1Hr - 2Hrs) / Per Session
28-01-2026
Mon - FriWeekdays Regular
06:00 PM & 08:00 PM Batches(Class 1Hr - 2Hrs) / Per Session
30-01-2026
Sat-SunWeekend Batch
09:00 AM & 01:00 PM Batches(Class 2Hr - 4Hrs) / Per Session
Can't find a batch? Pick your own schedule

Data Structure and Algorithm Course Syllabus in Pune

Join our Data Structure and Algorithm Training in Pune! Our syllabus covers essential data structure methodologies, algorithm tools, and advanced techniques. Our practical projects are led by industry experts, helping you to analyze data structures and algorithms effectively in this growing tech hub.

  • Analysis of Algorithm
  • Background analysis through a Program and its functions.
  • Order of Growth
  • A mathematical explanation of the growth analysis through limits and functions.
  • A direct way of calculating the order of growth
  • Asymptotic Notations
  • Best, Average and Worst case explanation through a program.
  • Big O Notation
  • Graphical and mathematical explanation.
  • Calculation
  • Applications at Linear Search
  • Omega Notation
  • Graphical and mathematical explanation.
  • Calculation.
  • Theta Notation
  • Graphical and mathematical explanation.
  • Calculation.
  • Analysis of common loops
  • Single, multiple and nested loops
  • Analysis of Recursion
  • Various calculations through Recursion Tree method
  • Space Complexity
  • Basic Programs
  • Auxiliary Space
  • Space Analysis of Recursion
  • Space Analysis of Fibonacci number
  • Finding the number of digits in a number.
  • Arithmetic and Geometric Progressions.
  • Quadratic Equations.
  • Mean and Median.
  • Prime Numbers.
  • LCM and HCF
  • Factorials
  • Permutations and Combinations
  • Modular Arithmetic
  • Practice Problems
  • Bitwise Operators in C++
  • Operation of AND, OR, XOR operators
  • Operation of Left Shift, Right Shift and Bitwise Not
  • Bitwise Operators in Java
  • Operation of AND, OR
  • Operation of Bitwise Not, Left Shift
  • Operation of Right Shift and unsigned Right Shift
  • Problem(With Video Solutions): Check Kth bit is set or not
  • Using the left Shift.
  • Using the right shift
  • Problem(With Video Solutions): Count Set Bits
  • Simple method
  • Brian and Kerningham Algorithm
  • Using Lookup Table
  • Problems(With Video Solutions):
  • To check whether a number is a power of 2 or not
  • Odd occurrences in an array.
  • Two numbers having odd occurrences in an array.
  • Generate power set using bitwise operators.
  • Practice Problems
  • Writing base cases in Recursion
  • Factorial
  • N-th Fibonacci number
  • Various problems on Recursion(With Video Solutions)
  • Print n to 1
  • Tail Recursion
  • Checking Palindrome
  • Sum of digits
  • Rod cutting
  • Subsets of a set
  • Tower of Hanoi Problem
  • Josephus Problem
  • Introduction and Advantages
  • Types of Arrays
  • Fixed-sized array
  • Dynamic-sized array
  • Operations on Arrays
  • Searching
  • Insertions
  • Deletion
  • Arrays vs other DS
  • Reversing – Explanation with complexity
  • Left Rotation of the array by 1
  • Left Rotation of the array by D places
  • Leaders in an Array
  • Maximum Difference Problem
  • Stock Buy and Sell Problem
  • Trapping Rainwater Problem
  •  Maximum subarray sum
  • Longest even-odd subarray
  • Maximum Circular sum subarray.
  • Majority Element
  • Minimum Consecutive Flips
  • Sliding Window Technique
  • Prefix sum technique
  • Practice Problems
  • Binary Search and various associated problems(With Video Solutions)
  • Leftmost index of an element in an array
  • Count of occurrences of x in sorted element
  • Count of 1s in a binary sorted array
  • Find an element in sorted and rotated array
  • Peak element
  • Find an element in an infinite sized sorted array
  • The square root of an integer
  • Two Pointer Approach Problems(With Video Solutions)
  • Find pair in an unsorted array which gives sum X
  • Find pair in a sorted array which gives sum X
  • Find triplet in an array which gives sum X
  • Problems(With Video Solutions)
  • Median of two sorted arrays
  • Majority Element
  • Implementation of C++ STL sort() function in Arrays and Vector
  • Time Complexities
  • Sorting in Java
  • Arrays.sort() in Java
  • Collection.sort() in Java
  • Stability in Sorting Algorithms
  • Examples of Stable and Unstable Algos
  • Insertion Sort
  • Merge Sort
  • Problems(With Video Solutions)
  •  Intersection of 2 sorted arrays
  • Union of 2 sorted arrays
  • Count Inversions in arrays
  • Partitions(With Video Solutions)
  • Naive
  • Lomuto
  • Hoare
  • Quick Sort
  • Using Lomuto and Hoare
  • Time and Space analysis
  • Choice of Pivot and Worst case
  • Tail call elimination
  • Problems(With Video Solutions)
  • Kth Smallest element
  • Chocolate Distribution Problem
  • Sorting arrays with 2 and3 types of elements
  • Merge Overlapping Intervals
  • Meeting the Maximum Guests
  • Cycle Sort
  • Counting Sort
  • Radix Sort
  • Introduction to Matrix in C++ and Java
  • Printing matrix in a snake pattern
  • Transposing a matrix
  • Rotating a Matrix
  • Check if the element is present in a row and column-wise sorted matrix.
  • Boundary Traversal
  • Spiral Traversal
  • Matrix Multiplication
  • Introduction and Time complexity analysis
  • Application of Hashing
  • Discussion on Direct Address Table
  • Working and examples on various Hash Functions
  • Introduction and Various techniques on Collision Handling
  • Chaining and its implementation
  • Open Addressing and its Implementation
  • Chaining V/S Open Addressing
  • Double Hashing
  • C++
  • Unordered Set
  • Unordered Map
  •  Java
  •  HashSet
  •  HashMap
  • Problems(With Video Solutions):
  • Count Distinct Elements
  • Count of the frequency of array elements
  • The intersection of two arrays
  •  Union of two unsorted arrays
  •  Pair with given sum in an unsorted array
  •  Subarray with zero-sum
  •  Subarray with given sum
  •  Longest subarray with a given sum
  •  Longest subarray with an equal number of 0’s and 1’s
  •  Longest common span with the same sum in a binary array
  • Longest Consecutive Subsequence
  •  Count Distinct elements in every window
  • Prim’s Algorithm/Minimum Spanning Tree
  • Dijkstra’s Shortest Path Algorithm
  • Bellman-Ford Shortest Path Algorithm
  • Kosaraju’s Algorithm
  • Articulation Point
  • Bridges in Graph
  • Tarjan’s Algorithm
  • Introduction
  • Representation
  • Search
  • Insert
  • Delete
  • Count Distinct Rows in a Binary Matrix
  •  Introduction
  • Construction
  • Range Query
  • Update Query
  • Introduction
  • Find and Union Operations
  • Union by Rank
  • Path Compression
  • Kruskal’s Algorithm
Need customized curriculum?
Build Resume & Get PlacedPlacement Support With Resume Preparation & Interview Guidance

Hands On Data Structures and Algorithms Projects

Enroll in our Data Structures and Algorithms Classes in Pune, where the focus is on building a strong foundation in core concepts while adopting a hands-on approach. Our curriculum is designed to cover essential topics such as time complexity, sorting and searching techniques, recursion, dynamic programming, and advanced algorithms.

Binary Search Tree Implementation

Create a binary search tree. Implement insert, delete, and search operations. Test the tree with different datasets.

Sorting Algorithm Comparison

Implement different sorting algorithms like quicksort, mergesort, and bubblesort.  Compare their performance on various data sets. Analyze the time complexity of each algorithm.

Graph Traversal Techniques

Implement Depth-First Search (DFS) and Breadth-First Search (BFS). Use these techniques to explore graphs. Compare their use cases and performance.

For Corporates

Educate your workforce with new skills to improve their performance and productivity.

Corporate Training
"Leading Companies We've Served"
Our Instructor
Name
Mr. Harjith
Experience
7+ Years
Specialized in
Sorting, searching, dynamic programming, graph theory, and complexity analysis.
More Details
Harjith is one of Infibee's top-certified trainers in Data Structures and Algorithms, with over 7 years of hands-on experience in mentoring and guiding students. He specializes in teaching core concepts like sorting, searching, dynamic programming, graph theory, and complexity analysis.

Data Structures and Algorithms Course Training Objectives

Our Best Data Structures and Algorithms Training in Puneaims to empower participants with comprehensive skills and in-depth practical knowledge in this critical field. The course objectives focus on mastering essential concepts like sorting, searching, dynamic programming, and graph algorithms.

The salary can vary based on experience and location:

  • Entry-Level (0–2 years): ₹3–6 LPA (INR)
  • Mid-Level (3–6 years): ₹6–12 LPA (INR)
  • Senior Level (7+ years): ₹12–25 LPA (INR) or higher.

Proficiency in Data Structures and Algorithms is highly valued, particularly for roles like software developers, data scientists, and competitive programmers

There are no specific standalone certifications for Data Structures and Algorithms, but several courses offer certificates. Popular platforms like Coursera, edX, and Udemy offer certifications in related subjects. In addition, passing coding assessments from companies like Google, Microsoft, and Amazon, or certifications like LeetCode Top 100, also serve as benchmarks of DSA proficiency.

A comprehensive DSA course covers:

  • Fundamental data structures (arrays, linked lists, stacks, queues, trees, heaps, hash tables).
  • Key algorithms (sorting, searching, recursion, dynamic programming).
  • Graph algorithms (BFS, DFS, shortest paths).
  • Problem-solving techniques (divide and conquer, greedy algorithms).
  • Practical applications and coding challenges.
  • A solid understanding of at least one programming language (e.g., Python, Java, C++).
  • Basic knowledge of mathematics and logical thinking.
  • Familiarity with coding platforms like LeetCode, HackerRank, and Codeforces is beneficial.

Mastery in Data Structures and Algorithms is essential for excelling in technical interviews at top tech companies. It opens doors to roles such as:

  • Software Engineer
  • Backend Developer
  • Data Scientist
  • Algorithm Developer

It also significantly boosts problem-solving skills, which are critical in competitive programming and advanced technical roles.

While DSA is primarily relevant to technical roles, the problem-solving and logical thinking skills it cultivates can be beneficial in fields like data analysis, business intelligence, and even product management, where analytical thinking is key.

Job Assistance Program

Our Job Assistance Programme offers you special guidance through the course curriculum and helps in your interview preparation.

Specialised Curriculum
Get on-field knowledge and skills from our expert instructors.
Assessment
Upgrade your on-field skills with our assessments and track your progress in real time.
Hands-on Project
Our hands-on project help you gain experience in real-time working.
Certification Guidance
A global certificate always helps you stand out from the crowd.
Portfolio Building
Experts guide you to maximise your profile with current industry trends that employers expect.
Placment Cell
We promote your abilities and showcase your portfolio to employers.

Data Structures and Algorithms Career Opportunity

Data Structures and Algorithms is the most common programming language, and it works on all computers and mobile devices without needing to be upgraded. It is one of the highest-paying careers in the software development industry, and those with the Data Structures and Algorithms certification can earn an average of 7 LPA per year.

Annual Pay Scale
Employers
Annual Salary
Hiring Companies

Placement Guidance & Interview Preparation

Infibee’s placement guidance navigates you to your desired role in top organisations, ensuring you stand out and excel in every opportunity.

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I joined Infibee in order to take a Data Science Course. Being from a non-IT background, I believe that being an IT Professional will be difficult for me. But now I believe that joining Infibee is the best decision I've ever made. My overall experience has been excellent. The teaching and non-teaching staff are both excellent. I will never forget the experience I had with Infibee. Thank you for your help and support, Infibee.
Muthu krishnan
I graduated without an IT background, but Infibee has helped me advance my career as a data scientist. Here, mentors are very helpful. With the right guidance and dedication, you can achieve your dreams. Self-study is also crucial if you want to stand out from the crowd and seize your opportunities.Companies frequently visit Infibee for placements and take some incredible talent with them.
Pranali
I enrolled in Infibee's PG Data Science course. The training experience was excellent, with 80% practical training and 20% theory, which was extremely beneficial. I learned a great deal. My placement process began after I completed my course, and I am now working as an RPA and Data Science Intern at rsutra. Nisha Mam was extremely helpful during the placement process.
Yuvaraj
The courses on Infibee are excellent. It has great value. I was non IT person and joined for Data Science course it was really helpful and interesting learning with Infibee. Teachers are also incredible they did an excellent job of ensuring that we understood each concept. Excellent job setting up the mock test and interview. I enjoyed finding more skill out of me from Infibee.I appreciate Infibee's assistance in advancing my career.
Lavanya
I completed Full Stack Development Course at infibee. Infibee is the best training institute. My trainer taught us the best concepts out there. His teaching skills are great. They are having lots of knowledge. The way of teaching is also good. I am satisfied with the course. Glad to have found this institute.
Madhaiyan Madhan

Data Structures and Algorithms Training FAQ's

Infibee Data Structures and Algorithms Training In Pune offers wide range of services that suits for both fresher and experienced persons via both offline and online at your suitable time slots.

You need not worry about having missed a class. Our dedicated course coordinator will help them with anything and everything related to administration. The coordinator will arrange a session for the student with trainers in place of the missed one.

Yes, of course. You can contact our team at Infibee Technologies, and we will schedule a free demo or a conference call with our mentor for you.

We provide classroom, online, and self-based study material and recorded sessions for students based on their individual preferences.

Yes, all our trainers are industry professionals with extensive experience in their respective domains. They bring hands-on practical and real-world knowledge to the training sessions.

Yes, participants typically receive access to course materials, including recorded sessions, assignments, and additional resources, even after the training concludes.

We provide placement assistance to students, including resume building, interview preparation, and job placement support for a wide range of software courses.

Yes, we offer customisation of the syllabus for both individual candidates and corporate also.

Yes, we offer corporate training solutions. Companies can contact us for customised programmes tailored to their team’s needs.

Participants need a stable internet connection and a device (computer, laptop, or tablet) with the necessary software installed. Detailed technical requirements are provided upon enrollment.

In most cases, such requests can be accommodated. Participants can reach out to our support team to discuss their preferences and explore available options.

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