Unlock the power of data and logic with ESS Institute’s Data Structures and Algorithms with Python course. In just six months, enhance your coding skills and boost your career prospects through hands-on learning, expert career guidance, globally recognized certifications, and placement support.
Learning DSA in any of these programming languages will help you understand how the basic logic, storage and complexity work.
A comprehensive outline of the course, highlighting the main topics, learning objectives, and the sequence of modules.
Introduction to Graphs
Graph Representation
Adjacency Matrix
Adjacency List
Graph Traversal
Techniques
Breadth-First Search (BFS)
Depth-First Search (DFS)
Minimum Spanning Tree
Kruskal’s Algorithm
Prim’s Algorithm
Shortest Path Algorithms
Dijkstra’s Algorithm
Bellman-Ford Algorithm
Common Problems and Solutions
Interview Questions on Graphs
Searching & Sorting Algorithms
Linear Search
Binary Search
Sorting Algorithms
Bubble Sort
Selection Sort
Insertion Sort
Merge Sort
Quick Sort
Heap Sort
Time Complexity Analysis
Common Problems and Solutions
Interview Questions on Searching & Sorting
Introduction to Dynamic
Programming (DP)
Memoization vs Tabulation
Classic DP Problems
Fibonacci Sequence
Longest Common Subsequence (LCS)
Knapsack Problem
Optimal Substructure and Overlapping Subproblems
Common Problems and Solutions
Interview Questions on Dynamic Programming
Tries
Prefix Trees
Applications of Tries (Autocomplete, Spell Checker)
Bit Manipulation
Basic Operations
Applications in Problem Solving
Backtracking
N-Queens Problem
Sudoku Solver
Greedy Algorithms
Greedy Choice Property
Fractional Knapsack
Divide and Conquer
Merge Sort
Quick Sort
Binary Search
Hands-on experience by building real-world digital marketing projects from scratch.
Data Structure Implementations
Sorting Algorithms Visualizer
Pathfinding Algorithm Simulator
Real-World Data Analysis
Text-Based Adventure Game
Social Network Graph Analysis
You will receive a certificate from ESS Institute for completing the Data Structure & Algorithems course that will help you find the most relevant jobs like…
Software Developer, Backend Developer, Data Scientist, Machine Learning Engineer, Software Engineer (General), Algorithm Engineer, Data Engineer, Systems Architect, Technical Consultant, Research Scientist
Look at the most common frequently asked questions of students in 2024-25
The course runs for 3 to 4 months course based on your ability to grasp technical concepts of programing.
The course covers the basics of Data structure, all the most important DS like stack, queue, tree etc, their implementation and their static memory allocation and dynamic memory allocation.
The course is specifically for programming students, especially from colleges and universities. Although Class 11,12 students can also join.
Certainly, upon completing the course, one gets certified. This certification is recognized in industry circles and will go a long way in strengthening your profile as a c++, python or java programmer.
All our courses at ESS Institute are affiliated and recognised by the Government of Delhi and the Central Government of India
