Data Structures & Algorithm
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About Course
The DSA course typically refers to the Data Structures and Algorithms course, which is a fundamental component of computer science and programming education. It focuses on teaching students about various data structures and algorithms and their applications in solving computational problems efficiently.
CAD DESK delivers quality training invites the students to do Internships and work on projects during the online classes. Data structures are ways of organizing and storing data in memory, such as arrays, linked lists, stacks, queues, trees, graphs, and hash tables. Algorithms, on the other hand, are step-by-step procedures or methods for solving specific problems. They involve manipulating data structures and performing operations on them to achieve desired results.
Topics Include
- Introduction to Algorithms and Analysis
- Introduction to algorithms, algorithm analysis, and complexity theory.
- Asymptotic notations (Big O, Big Omega, and Big Theta).
- Time and space complexity analysis.
- Arrays and Strings
- Arrays and their properties
- String manipulation and algorithms
- Dynamic arrays and amortized analysis
- Linked Lists
- Singly linked lists, doubly linked lists, and circular linked lists.
- Linked list operations (insertion, deletion, searching)
- Linked list variations (skip lists, self-adjusting lists)
- Stacks and Queues
- Stack and queue data structures
- Implementations, operations, and applications
- Array-based and linked list-based implementations
- Trees
- Binary trees and binary search trees
- Balanced binary search trees (AVL trees, red-black trees)
- Tree traversal algorithms (pre-order, in-order, post-order)
- Heap data structure and heap sort algorithm
- Hashing and Hash Tables
- Hashing principles and collision resolution techniques
- Hash table implementation and operations
- Load factor, rehashing, and performance analysis
- Graphs and Graph Algorithms
- Graph representation (adjacency matrix, adjacency list)
- Graph traversals (DFS, BFS)
- Shortest path algorithms (Dijkstra’s algorithm, Bellman-Ford algorithm)
- Minimum spanning tree algorithms (Prim’s algorithm, Kruskal’s algorithm)
- Sorting Algorithms
- Comparison-based sorting algorithms (bubble sort, insertion sort, selection sort)
- Divide and conquer algorithms (merge sort, quicksort)
- Radix sort, counting sort, and bucket sort
- Problem-Solving Techniques
- Problem-solving strategies and approaches
- Analyzing problem constraints and designing algorithms
- Practice with algorithmic problem-solving
Course Duration: 45 days
Instructor Led Live Training
Live Doubt clearing Session
Lifetime Login Access to Student Dashboard
Assignments & Projects
Guidance for Internship Report Preparation
World Wide Valid Internship Certificate
Top Company
CAD DESK is a pioneer in CAD/CAM/CAE training and most of the industries give great recognition to its certificate throughout India and abroad. CAD DESK Certificates are ISO verified which makes it highly reputed comparing to the other local brands and helps the student get prioritize while going for job opportunities in the industry. CAD DESK Online Software Training is conducted by highly knowledgeable trainers which helps students to enhance their skill set by putting great emphasizes on project-based learning. After the successful completion of the course, students can get their certificates by logging into their dashboard, which makes the certificates completely secure and authorized.
Reviews
What Our Students Have To Say
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