- Computer Science
- DS ( Data Structures)
Easy to Advanced Data Structures
A complete guide to learning everything there is to know about data structures
- 10 - 20 weeks
- 102 Lectures
- 1235 Student Enrolled
- Offer by ATTITUDE ACADEMY
- Last updated:- Feb 20, 2024
₹999.00 93% Off
What you'll learn
Requirements
What placement assistance will you receive?
Free Placement Preparation Training
Access to curated Internships & Current Job Openings.
Top performers will be highlighted on Attitude Job portal
Requirements
Data structures are amongst the most fundamental ingredients in the recipe for creating efficient algorithms and good software design. Knowledge of how to create and design good data structures is an essential skill required in becoming an exemplary programmer. This course will teach you how to master the fundamental ideas surrounding data structures.
Course Circullum
- Importance of data structures
- Common use cases for data structures
- Big O notation and algorithm analysis
- Key data structure terminology
- Introduction to arrays and linked lists
- Implementing arrays and linked lists
- Operations and methods for arrays and linked lists
- Performance analysis
- Implementing stacks and queues
- Use cases for stacks and queues
- Array-based and linked list-based implementations
- Solving problems using stacks and queues
- Introduction to tree data structures
- Binary trees and their properties
- Tree traversal algorithms (in-order, pre-order, post-order)
- Binary tree operations
- Properties of BST
- Searching, insertion, and deletion in BST
- Balancing BST (e.g., AVL trees)
- BST operations and their complexity
- Introduction to heaps
- Binary heaps and heap operations
- Implementing priority queues
- Heapsort and heap-based algorithms
- Hash functions and collision resolution
- Implementing hash tables
- Analysis of hash table performance
- Practical applications of hashing
- Introduction to graph data structures
- Representing graphs in various forms
- Graph traversal algorithms (e.g., depth-first and breadth-first search)
- Shortest path algorithms (e.g., Dijkstra's and Bellman-Ford)
- Red-Black Trees
- B-trees and B+-trees
- Trie data structures
- Graph-based data structures
- Time and space complexity analysis
- Common sorting algorithms (e.g., bubble sort, insertion sort, quicksort, merge sort)
- Analysis of sorting algorithms and their efficiency
- External sorting and multiway merge
- Linear search and binary search
- Hash-based searching
- Search trees (e.g., B-trees for searching)
- Advanced searching algorithms (e.g., A* search)
- Introduction to dynamic programming
- Memoization and tabulation
- Solving problems using dynamic programming
- Applications in real-world scenarios
- Advanced data structures and their applications
- Advanced algorithm design techniques
- Solving complex problems
- Introduction to computational complexity theory
- Greedy algorithms and their applications
- Divide and conquer algorithms
- Randomized algorithms
- Approximation algorithms
- Students work on a data structure and algorithm project
- Building a portfolio of data structure and algorithm projects
- Project presentation and peer review
- Review of key takeaways and skills acquired
- Opportunities for further learning and career prospects in data structures and algorithms
- Preparing for certifications and advanced topics
Take the final exam online to complete the Easy to Advanced Data Structures after which you will be able to download your certificate from Attitude Trainings.
How will your training work?
Classes
Watch recorded & live videos to learn various concepts & get Live Sessions with Trainer for Doubts Clearing.
Exams
Test your knowledge through quizzes & module tests. Take online exam & get instant result.
Projects
Get hands on practice by doing assignments and live project
Certificate
Take the final exam to get certified in Easy to Advanced Data Structures
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You can post your doubts on the Q&A forum which will be answered by the teachers within 24 hours.
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Commonly Asked Questions
Q. What are the prerequisites for the training?
There are no prerequisites for this training as it is of beginner level. Everything that you need to know about Easy to Advanced Data Structures would be taught to you from scratch.
Q. Do I need to have a laptop or desktop to do the training or can I do it on mobile too?
You can watch the videos and take quizzes & tests on any device including mobile. However, for assignments and practice, use of desktop or laptop is required.
Q. What system configuration is needed to do this training?
Q. When can I start the training?
You can choose your preferred batch date while signing up for the training program and start accordingly.
Q. Will I be getting a hard copy of the certificate?
No, you will be only getting a soft copy of the certificate which you can download and print out if required.
Q. What placement assistance will I receive from Attitude as part of the training?
- You will receive free access to Placement Preparation Training on the platform which covers resume writing, cover letter writing, how to search and apply for internships and jobs on Attitude, and interview preparation. This training comes with a lifetime access meaning you can use it later also if you are not applying for internships or jobs right now.
- Access to curated internships & jobs related to the training - after completing the training, you would receive a list of handpicked internships or jobs every week that you can apply to as per your preference.
- If you are a top performer, a badge of achievement will be added to your Attitude resume and shown to the employers when you apply to internships or jobs on Attitude.
Q. Does Attitude Trainings guarantee a job or internship placement?
While many of our students have found their desired internships or jobs after completing their training, Attitude Trainings does not guarantee an internship or job. However, if you study sincerely (including doing exercises, assignments, and projects) and make good use of our placement assistance feature, it will become easier for you to get a placement using the skills learned in the training.
Q. I’m not able to make payment. What should you do now?
You could try making the payment from a different card or account (of a friend or family). Otherwise, you can follow the instructions on how to make an offline payment.
Q. The payment shows failed but money got deducted? What should I do now?
The amount deducted will come back to your account within 3-5 working days. This is the normal duration your bank will take to credit the amount back into your account.