Data Structures and Algorithms Certification Training

Instructor-led Live Online Classes

Our learn-by-building-project method enables you to build practical/coding experience that sticks. 95% of our learners say they have confidence and remember more when they learn by building real world projects which is required to work in your real life.

Mar 01 _st

Data Structures and Algorithms Training

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About Data Structures and Algorithms Course

This course is designed for those who are interested in software engineering and want to take their careers up a notch by securing an interview with one of the world's most prestigious companies - Microsoft, Adobe, Uber, Google and Amazon. This training will teach you everything from problem-solving skills to coding so that when it comes time for these crucial interviews you're prepared!

Course Objective

At the completion of this course, attendees will be able to;

Identify techniques to design algorithms and measure their efficiency.
Sort data by using bubble sort, selection sort, insertion sort, shell sort, quick sort, and merge sort.
Search data by using linear search and binary search techniques.
Store and search data using hashing.
Solve problems using arrays, lists, linked lists, queues, and stack.
Solve problems using non-leaner data structures like trees, and graphs.

Who can do this course?

This course is for college students, freshers and working professionals who prepare for SDE interviews with top-notch companies like Microsoft, Amazon, Adobe and other top product-based companies.

Tools/SDK/IDE

Java SDK, VS Code or IntelliJ IDEA

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Live Training

Expert-led Live Sessions
Tests & Quizzes
Learn By Doing Code
Build Real-world Projects
24X7 Support Using Discord
Unlimited Live Sessions for 12 Months

₹23,600 ₹16,520

30% OFF Expires In D H M S

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One-to-One Training

Exclusive 1-1 Live Training
Expert-led Live Sessions
Tests & Quizzes
Hands-On Assignments
Build Real-world Projects
24X7 Support Using Discord

*1-to-1 Training

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Corporate Training

Expert-led Live Sessions
Customized Course Content
Classroom Training
Flexible Schedule
Tests & Quizzes
Build Real-world Projects
24X7 Access to LMS

*Only for corporate

100% Money Back Guarantee

Our training programs are empowering thousands with expert knowledge - they will you too. If you're disappointed for whatever reason, you'll get your 100% refund. We won't make you beg or invoke any silly rules or conditions – if you're not satisfied within your first 5 days then we'll refund you without any fuss.
For more details do refer our Refund Policy.

Data Structures and Algorithms Course Curriculum

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Java Quick Reference

Java Basics Quick Reference

Understanding Java
Java Data Types
Variables
Conditional Statements
Loops
Exercises and Summary

OOPs Quick Reference

Classes
Interfaces
Collections

DSA Foundation

Data Structures

Introduction to Data Structure
Types of Data Structure
Abstract Data Type

Complexity Analysis

Complexity Analysis
Time complexity
Space complexity
Big O Notation
Iteration
Recursion
Exercises and Summary

Arrays and Strings

Arrays
Arrays Types
Strings
Iterations
Exercises and Summary

Sorting Algorithms

Bubble Sort
Insertion Sort
Selection Sort
Quick Sort
Merge Sort
Heap Sort
Count Sort
Bucket Sort
Exercises and Summary

Searching Algorithms

Introduction
Linear Search and its Implementation
Binary Search and its Implementation
Ternary Search and its Implementation
Jump Search and its Implementation
Exponential Search and its Implementation
Exercises and Summary

String Algorithms

Introduction
Count Vowels
Reverse a String
Reverse Words
Rotations
Remove Duplicates
Most Repeated Char
Sentence Capitalization
Exercises and Summary

Lists

Linked List
Singly Linked List
Doubly Linked List
Circular Linked List
Exercises and Summary

Stacks

Introduction
What are stacks
Working with Stacks
Building Stack using an Array
Exercises and Summary

Queues

What are queues
Working with Queues
Building Queues using an Array
Implementing Queues using a Stack
Priority Queues with different approaches
Exercises and Summary

Hash

What are Hash Tables
Working with Hash Tables
Hash Functions
Collision and Chaining
Building a Hash Table
Exercises and Summary

DSA Advanced

Binary Trees

What are Trees
Populating a Binary Tree
Building a Binary Tree
Traversing Trees
Working with Recursion
Depth First Traversals
Depth and Height of Nodes
Minimum values in a Tree
Level Order Traversal
Exercises and Summary

AVL Trees

Introduction
Balanced and Unbalanced Trees
Implementing Rotations
Building AVL Trees
Exercises and Summary

Heaps

What are Heaps
Working with Heaps
Building and Implementation Heaps
Heap Sort and its Implementation
Implementing Priority Queues
Working with Heapify
Exercises and Summary

Tries

What are the Tries?
Populating a Trie?
Implementation Tries with Hash Table
Abstraction and Traversal
Exercises and Summary

Graphs

What are Graphs
Adjacency Matrix and Adjacency List
Building Graphs
Adding Nodes and Edges
Removing Nodes and Edges
Traversal Algorithms
Depth-First Traversal
Breadth-First Traversal
Topological Sorting
Cycle Detection using Directed Graphs
Exercise and Summary

Undirected Graphs

Introduction
Weighted Graphs
Dijkstra’s Shortest Path Algorithm
Shortest Path Algorithm
Cycle Detection using Undirected Graphs
Minimum Spanning Tree
Prim’s Algorithm
Exercises and Summary

Greedy Algorithms

Greedy Algorithms
The strategies of Greedy Algorithms
Applications of Greedy Algorithms
Exercises and Summary

Divide and Conquer

Divide and Conquer Techniques
Master theorem Applications
Sliding Window problems
Merge Intervals problems
Exercises and Summary

Backtracking

Backtracking
Brute Force Approach
N Queens Problem
KMP
Exercises and Summary

Dynamic Programming

Dynamic Programming
Approaches of Dynamic Programming
Top-down approach
Bottom-up approach
Pattern matching algorithm
Exercises and Summary

ScholarHat Benefits

Unlimited Live Sessions

Live Training Membership give you unlimited access to your subscribed live training and sessions recording from anywhere, and using any device staying at home.

Expert-led Live Sessions

All sessions are led by our expert mentors who are well connected to the open source communities. They explain complex technical concepts in an easy way.

Learn By Doing Code

Learn by doing code to get confidence in writing the code. Learn to fix bugs in code and practice everything live with your mentor.

Tests & Quizzes

Each Module will be followed by mockup tests and quizzes which help you to monitor your learning progress and Evaluate yourself.

Build Real-Projects

All the sessions are delivered using real-life examples. You will learn how to build real projects using industry recommended principles & practices.

Personal Career Coach

Get career guidance from top experts as your personal coach, align your preparation strategy & learning resources to achieve your goal

Resume Building

Optimize your resume with the help of our experienced experts to get your desired jobs.

Hands-on Assignments

Learn by doing hands-on to gain confidence to solve real-world challenges and assignments.

Discord Community Access

Get access to Discord community to discuss doubts, access assignments and learning with peer interaction.

Technical Support

We have online support team available to help you with any technical queries you may have during the course.

Get Certified

Master in-demand job skills to become a technology expert, get certified, and accelerate your career.

Professional Reviews

FAQs

Q1. Who are your mentors?

All our mentors are highly qualified and experience professionals. All have at least 8-10 yrs of development experience in various technologies and are trained by Dot Net Tricks to deliver interactive training to the participants.

Q2. Do you provide any course material or live session videos?

Yes we do. You will get access to the entire content including class videos, mockups, and assignments through LMS.

Q3. Do you provide training on latest technology version?

Yes we do. As the technology upgrades we do update our content and provide your training on latest version of that technology.

Q4. What If I miss my online training class?

All online training classes are recorded. You will get the recorded sessions so that you can watch the online classes when you want. Also, you can join other class to do your missing classes.

Q5. Do you prepare me for the job interview?

Yes, we do. We will discuss all possible technical interview questions and answers during the training program so that you can prepare yourself for interview.

Q6. Can I share my course with someone else?

In short, no. Check our licensing that you agree to by using Dot Net Tricks LMS. We track this stuff, any abuse of copyright is taken seriously. Thanks for your understanding on this one.

Q7. Do you offer certificate of completion?

Yes, We would be providing you with the certificate of completion of the program, once you have successfully submitted all the assessment and it has been verified by our subject matter experts.