Data Structures and Algorithms Certification Training

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Get hands-on practice by solving 100+ data structures and algorithms problems. You will begin the course by learning to solve problems related to each data structure and algorithm. Prepare for the top product-based companies like Meta, Microsoft, Amazon, Adobe, Netflix and Google.

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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;

  1. Identify techniques to design algorithms and measure their efficiency.
  2. Sort data by using bubble sort, selection sort, insertion sort, shell sort, quick sort, and merge sort.
  3. Search data by using linear search and binary search techniques.
  4. Store and search data using hashing.
  5. Solve problems using arrays, lists, linked lists, queues, and stack.
  6. 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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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

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ScholarHat Benefits

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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.

Career & Certification

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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.

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