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Data Structures and Algorithms using Python in Delhi

A 3 month course which includes content that will help you learn everything you need to know about Data Structures and Algorithms.

12 weeks long course | 100% Online

Learn from leading experts in the industry

Learn Key Tools & Technologies Python

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Syllabus

This course is full of best-in-class content by leading faculty and industry experts in the form of videos and projects

Course Overview

  • This course encloses the basic and advanced topics of Data Structures and Algorithms along with code implementation and problem solving sessions.
  • By taking up this course from SKILL-LYNC, you will clock in 200+ hours of coding for a wide range of problems.
  • You will also be taught how scalable programs are built and will be exposed to the skills that top tech companies expect from programmers
  • This course will help in developing the necessary problem-solving coding skills, to crack the coding interviews for most software companies
  • This course is designed to help a new developer explore the theoretical and practical aspects of coding 

Course Syllabus in Delhi

On a daily basis we talk to companies in the likes of Tata Elxsi and Mahindra to fine tune our curriculum.

Week - 01 Introduction

  • Abstract data type and Data Structure
  • Complexity Analysis
    • Asymptotic analysis
    • Comparison of functions
    • Recurrence Relations
    • Time complexity
    • Space complexity
  • Iteration
  • Recursion

Week - 02 Lists

  • Arrays
    • Static arrays
    • Dynamic arrays
    • 2D arrays
  • Strings
  • Linked List
    • Singly Linked List and its operations
    • Doubly Linked List and its operations
    • Circular Linked List and its operations

 

Week - 03 Stacks and Queues

  • Stacks
    • Implementations- using arrays, using linked lists
    • Operations
    • Applications
  • Queues
    • Implementations- using arrays, using linked list, using two stacks
    • Circular queues
    • Priority queues
  • Amortized Analysis
  • Stacks and Queues in Python

Week -04 Trees

  • Binary Trees:
    • Representations
    • Pre-order, In-order
    • Post-order traversals
  • Expression trees
  • Successor and Predecessor
  • Binary Search Trees and their operations
  • AVL Trees and their operations
  • Red-Black trees, Interval trees, Segment trees, B-trees, B+ trees

Week - 05 Heaps and Tries

  • Heaps
    • Min Heap
    • Max Heap
    • Implementation
    • Operations
  • Priority Queues
    • Implementations
    • Uses
  • Tries
    • Implementations
    • Uses

 

Week - 06 Graphs

  • Graphs
    • Representation
    • Implementation
    • Types of Graphs
  • Minimum cost spanning tree problem
  • Traversing Graph
    • Depth First Search
    • Breadth-First Search
  • Single-Source Shortest path problem
    • Dijkstra's algorithm
    • Bellman-Ford algorithm
  • Disjoint Sets
    • Union by rank
    • Path compression
    • Applications

 

Week - 07 Sorting

  • Types of sorting techniques
  • Bubble Sort
  • Insertion Sort
  • Selection Sort
  • Quick Sort
  • Merge Sort
  • Heap Sort
  • Count Sort
  • Bucket Sort
  • Radix Sort
  • Shell Sort
  • Topological Sort

 

Week - 08 Searching and Hashing

  • Searching
    • Linear Search
    • Binary Search
  • Hashing
    • Hash function
    • Collision handling
      • Chaining
      • Open addressing
      • Linear probing, primary clustering
      • Quadratic probing, secondary clustering
      • Double hashing
    • Hash Tables
  • Collection Module in Python

 

Week - 09 Greedy Algorithms

  • Optimization Problems
  • Types of algorithms
  • Greedy Algorithms
    • The strategies of Greedy Algorithms
    • Elements of Greedy Algorithms
    • Advantages of Greedy Algorithms
    • Disadvantages of Greedy Algorithms
    • Applications of Greedy Algorithms

Week - 10 Divide and Conquer

  • Divide and Conquer Techniques
    • Strategies 
    • Advantages 
    • Disadvantages 
    • Master theorem 
    • Applications 
  • Special types of problems
    • Bit Manipulation problems
    • Two pointer problems
    • Sliding Window problems
    • Merge Intervals problems

Week - 11 Backtracking

  • Backtracking
    • Brute Force Approach
    • N Queens Problem
  • String matching Algorithms
    • Brute Force Method
    • KMP
    • Rabin Karp
  • Data Structures for storing strings

 

Week - 12 Dynamic Programming

  • Dynamic Programming
    • Approaches of Dynamic Programming
    • Top-down approach
    • Bottom-up approach
    • Properties of Dynamic Programming
  • Comparison of Algorithmic Techniques learned
  • Regular Expressions
  • Pattern matching algorithm
  • Complexity Classes
  • P, NP, NP-Hard, NP-Complete
  • Is P==NP?
  • Problem Solving Summary

 

Our courses have been designed by industry experts to help students achieve their dream careers

Ratings & Reviews by Learners

Skill-Lync has received honest feedback from our learners around the globe.

Google Rating
4.6

Advance Your Career With Our Python Data Structures Course (Delhi)

Skill-Lync's Python Data Structures Course in Delhi is an advanced learning course designed to provide students with abilities that are useful in their careers and workplace. 

This 3-month Data Structures and Algorithms course emphasizes both fundamental as well as advanced Data Structures and Algorithms. Python is the most preferred language for programming due to its simplicity. 

Skill-Lync offers data structures and algorithms courses that will help you start coding using Python. With in-depth knowledge in Data Structures and Algorithms using Python students can pursue a lucrative career in this field. This online data structures course in Delhi provides students with the knowledge and skillsets essential for problem solving and coding.

The data structures and algorithms course will help you to broaden your understanding and will have a good grasp on different approaches of coding. Students who enrol in this data structures and algorithms course in Delhi will get an understanding of how scalable programs are constructed as well as the requisite problem-solving coding abilities. Towards the end of this course students will learn dynamic programing and their properties.

FAQs About Data Structures and Algorithms using Python Course in Delhi

Why should you go for a Python Data Structures Course in Delhi?

By enrolling in Data structures and algorithms online course, you will gain problem solving skills as well the skillsets needed to crack the interview. Data structures and algorithms are like the pillars and foundation for any programming. Pursuing a course on Data Structures and Algorithms using Python will enhance your employability and you can pursue a lucrative career.

What are the prerequisites for taking up a Python Data Structures Course in Delhi?

There are no specific requisites to pursue this data structures and algorithms course. An industry expert have curated the course for engineering students and graduates for computer science, IT and relevant streams of engineering.

What is the program fee of Skill-Lync's Python Data Structures Course in Delhi?

The fee of Skill-Lyn's Data Structures and Algorithms using Python course is flexible and is available in three plans. The basic plan provides you with 2 months of access at INR 7000 per month for three months, the Pro plan provides you with 4 months of access at INR 10,000 per month for three months and the Premium plan provides you lifetime access at INR 15,000 per month for three months.

What are the benefits of pursuing a Python Data Structures Course in Delhi?

Pursuing a course at Skill-Lync would offer many benefits to you,

  • Industry-oriented curriculum.
  • Hands-on experience in solving industry projects.
  • Email and forum support from the technical support team to clear your doubts.
  • A certificate of completion.

What are the career prospects after completing the Python Data Structures Course in Delhi?

After completing the data structures and algorithms course, you can apply for a variety of positions, including:

What is the expected salary range after completing a Python Data Structures Course in Delhi?

For students who know data structures and algorithms, salaries in India ranges from INR 1.8 lakhs to INR 15.0 lakhs per year, with an average salary of INR 4.7 lakhs.

Instructors profiles

Our courses are designed by leading academicians and experienced industry professionals.

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1 industry expert

Our instructors are industry experts along with a passion to teach.

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10 years in the experience range

Instructors with 10 years extensive industry experience.

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Areas of expertise

  • Full Stack development

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