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DSA to Development A Complete Guide 

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DSA to Development A Complete Guide
 at 
GeeksforGeeks 
Overview

Dive into applied data science, or create the next big Android app and arms with the essential tools and real-world experience to fuel your coding journey

Duration

150 hours

Mode of learning

Online

Official Website

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Credential

Certificate

DSA to Development A Complete Guide
 at 
GeeksforGeeks 
Highlights

  • Earn a certificate after completion of the course
  • Projects for real world scenarios
  • Resume Building
  • 1:1 Mock Interviews
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DSA to Development A Complete Guide
 at 
GeeksforGeeks 
Course details

More about this course

This course has been carefully crafted to guide you through a transformative process, starting from a solid understanding of Data Structures and Algorithms (DSA)
and leading you towards becoming a skilled developer

Regardless of whether your goal is to excel as a full-stack developer or specialize in a particular technology stack, this course equips you with the fundamental tools necessary for your coding journey, starting from the basics of programming and progressing towards application development

DSA to Development A Complete Guide
 at 
GeeksforGeeks 
Curriculum

Analysis of Algorithm, Mathematics & Bit Manipulation
Asymptotic Analysis
Time and Space Complexity
Masters Theorem
Bitwise Operators (Bitwise AND, Bitwise OR, Bitwise XOR, Left Shift, Right Shift, etc )
Problems: GCD and LCM, Iterative Power, Generate Power Set, etc

 

Arrays

Arrays - Introduction and Advantages
Types of Arrays
Operations of Arrays - Searching, Insertion, and Deletion
Sliding Window Technique
Problems: Largest Element in an Array, Leaders in an Array Problem, Maximum Subarray Sum, etc

 

 

Linked List

Introduction to Linked List
Traversing a Linked List
Insertion and Deletion of Node in Linked List
Doubly Linked List and Circular Linked List
Problems: Middle of Linked List, Deleting a Node without accessing Head pointer of Linked List, etc

 

Stack

Stack - Introduction and Applications
Stack Operations (e.g. push, pop, etc)
Array Implementation of Stack
Linked List Implementation of Stack
Problems: Balanced Parenthesis, Next Greater Element, etc

 

Queue and Deque

Queue - Introduction and Application
Implementation of Queue using Array
Implementation of Queue using Linked List
Deque - Introduction and Application
Problems: Generate Numbers with Given Digits, First Circular Tour, etc

 

Searching

Linear Search
Binary Search - Iterative and Recursive Approach
Analysis of Binary Search
Two Pointer Approach
Problems: Index of the first Occurrence in SortedArray, Count 1s in a Sorted
Binary Array, Square root of a number, etc

 

Recursion and Backtracking

Introduction to Recursion
Writing Base Cases in Recursion
Tail Recursion
Introduction to Backtracking
Problems: Print 1 to N Using Recursion, Rope Cutting Problem, Rat in a Maze, etc

 

Sorting

Overview of the Sorting Algorithm
Sorting Algorithms e.g. Bubble Sort, Selection Sort, Insertion Sort, Merge Sort, Quick Sort with Analysis
Stability of Sorting Algorithms
Problems: Minimum Difference in an Array, Chocolate Distribution Problem, etc

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DSA to Development A Complete Guide
 at 
GeeksforGeeks 

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