Data Structures Learning Path

1. Array

Begin your learning journey with the most basic of all data structures

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2. Singly Linked List

Learn in-depth the most fundamental data structure in a programmer's life

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3. Doubly Linked List

Learn about the extension of the singly linked list that powers stacks and queues

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4. Hash Table

Learn how applications deal with key value mappings efficiently

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5. Stack

The data structure behind recursion, memory management and much more

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6. Queue

Learn about the data structure that powers CPU and disk scheduling algorithms

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7. Recursion

Take a deep dive into one of the most intuitive programming paradigm

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8. Backtracking

Learn about the ultimate recursive brute force technique

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9. Binary Tree

Learn all about the most critical data structure in computer science

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10. Binary Search Tree

Learn about the most critical search data structure in computer science

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11. Heap

Learn all how a tree can be used as a priority queue

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12. Graph

Learn about the most dynamic data structure in computer science

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13. Sorting

Learn all about algorithms to sort data blazingly fast

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14. Searching

Learn about the algorithms that speed up your searches exponentially

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15. Dynamic programming

Learn the most powerful optimization for recursive problems

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16. Bit manipulation

Learn about the fastest ways to manipulate data

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What you will learn

What is an array and what makes is so powerful

Single and multi-dimensional arrays and their structure in memory

Understand essential patterns behind common interview problems

Detailed code implementation and solution of all problems

Intuition through visual explanation of algorithms

Hands on practical experience in a setup free coding environment

Requirements

This is a complete course and assumes that you know nothing about arrays but are familiar with some basic foundational topics in any programming language.

Basic knowledge of programming in any language
Basic knowledge of functions and classes
Basic knowledge of memory management

Overview

Data structures are used extensively in software development and an array is the most fundamental of all data structures. Irrespective of the language, framework, or system that you use, you will always be using a array in some form or the other.

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Representation of an array

Fundamentals

This course teaches you the fundamentals of an array. It provides you with detailed explanations of various concepts that you need to master array in the most intuitive way. We go step by step to explore different types of arrays and how they are stored in memory which will give you a deep insight into this awesome data structure. This will help you gain a thorough understanding of the most basic data structure of all.

Problems Solving

This course is an interactive course with high-quality problems and is deeply focused on problem-solving. It bridges the gap between theoretical concepts and common interview problems by providing detailed explanations of the most common interview problems on arrays. This will help you gain confidence and understand how to convert your learning into action. By the end of the course, you will be pretty confident to solve any array problems thrown at you.

Who this course is for

This course is an all-rounder course and targets a variety of audiences ranging from complete beginners to experienced programmers who want to take their knowledge to the next level. You will greatly benefit from this course if you identify yourself as one of the following