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With this course, you will:

  • Learn data structures and algorithms in Python
  • Practice with coding exerises
  • Earn a professional certificate
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$113,000

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Prerequisites

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Average Salary (US)

$113,000

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Prerequisites

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Course

DSA with Python

Learn Data Structures and Algorithms With Python to master the art of writing highly efficient code and ace your coding interviews.

  • Level: Intermediate

  • Duration: 1 month

  • Type: Interactive

  • Language: English

  • Practice Problems: 90+

  • message-question

    Quizzes: 150+

Course Content

Chapter 1:

Introduction

1.1Introduction to DSA1.2Why Learn DSA?1.3Prerequisites1.4Python Lists
Chapter 2:

Sorting Algorithms

2.1Sorting2.2Bubble Sort2.3Selection Sort2.4Insertion Sort2.5Merge Sort2.6Quick Sort2.7Counting Sort
Chapter 3:

Search Algorithms

3.1Search Algorithms3.2Linear Search3.3Binary Search
Chapter 4:

Linked List

4.1Linked List4.2Linked List Operations4.3Examples: Linked List
Chapter 5:

Circular Linked List

5.1Introduction to Circular Linked List5.2Circular Linked List Operations5.3Examples: Circular Linked List
Chapter 6:

Doubly Linked List

6.1Introduction to Doubly Linked List6.2Doubly Linked List Operations6.3Examples: Doubly Linked List
Chapter 7:

Stacks and Queue

7.1Stack7.2Queue7.3Drawbacks of Linear Queues7.4Circular Queue7.5Double Ended Queue (Deque)
Chapter 8:

Hashing

8.1Introduction to Hashing8.2Hashing Techniques8.3Hash Collision8.4Hash Collision Resolution8.5Hash Functions8.6Hashmap8.7Additional Topics
Chapter 9:

String Matching Algorithms

9.1Introduction9.2Brute Force Method9.3Rabin-Karp String Matching Algorithm9.4Knuth-Morris-Pratt (KMP) Algorithm
Chapter 10:

Tree Data Structure

10.1Non-linear Data Structure10.2Tree Data Structure10.3Implementation of Trees10.4Tree Traversal
Chapter 11:

Binary Tree

11.1Introduction to Binary Trees11.2Properties of Binary Trees11.3Implementation of Binary Trees11.4Traversal of Binary Tree11.5Types of Binary Trees11.6Example: Huffman Coding11.7Example: Binary Search Tree
Chapter 12:

Heaps

12.1Array Representation of Binary Tree12.2Introduction to Heaps12.3Heap Operations12.4Heapify12.5Heap Sort12.6Heap as a Priority Queue
Chapter 13:

Graph Data Structure

13.1Graph Data Structure13.2Graph Terminologies13.3Adjacency Matrix13.4Adjacency List13.5Graph Traversal With DFS Algorithm13.6BFS Algorithm
Chapter 14:

Relationships in a Graph

14.1Graph Connectivity14.2Touring a Graph14.3Graph Comparisons and Special Properties14.4Types of Graph
Chapter 15:

Graph Based Algorithms

15.1Graph Based Algorithms15.2Topological Sorting15.3Dijkstra's Algorithm15.4Bellman Ford's Algorithm15.5Ford Fulkerson Algorithm15.6Spanning Trees15.7Kruskal's Algorithm15.8Prim's Algorithm
Chapter 16:

Greedy Algorithms

16.1Introduction to Greedy Algorithms16.2The Classroom Scheduling Problem16.3Coin Change Problem16.4The Fractional Knapsack Problem16.50-1 Knapsack Problem
Chapter 17:

Sorting (II)

17.1Additional Sorting Techniques17.2Bucket Sort17.3Radix Sort17.4Shell Sort
Chapter 18:

Balanced Trees

18.1Introduction to Balanced Trees18.2AVL Trees18.3Red-Black Trees
Chapter 19:

B/B+ Trees

19.1B-Trees19.2B-Tree Operations
Chapter 20:

What's Next?

20.1What's Next?
Start this Course

Don't just learn DSA

Solve practice problems in real-time

Linear Search

Instructions

  • Define a function called linear_search().
  • Go through the array sequentially, checking each element against the key.
  • If the element matches the key, return the index of the key.
  • Else, return -1.

Example

Suppose we have the following array:

[9, 10, 5, 8, 7, 4]

For input value:

5

The output of the program will be:

2
main.py
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DSA with Python

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CERTIFICATE OF COMPLETION

This is to certify that

Jane Doe

has successfully completed the course

DSA with Python

Date of Issue:

Certification Code:

SIGNATURE

Founder, Chief Executive Officer

Programiz

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