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Python Exercises

C++ Exercises

Java Exercises

C Exercises

Python

HTML/CSS

JavaScript

SQL

C Programming

C++

Java

DSA

Explore Projects
Get started with projects and learn to build real-world applications
Create a new project
Start from a blank playground and build anything you want
GUIDED PROJECTS
View all
Simple Dice RollerBeginner
Build this classic game piece by piece by solving interactive problems
Rock, Paper, Scissors GameBeginner
Build this classic game piece by piece by solving interactive problems
Classic Snake GameBeginner
Build a classic Snake game with increasing difficulty levels
Temperature ForecasterIntermediate
Create an app to display daily temperatures using real web API data
AI Projects with PromptsIntermediate
Create an AI project using prompts and learn how to build with AI
Expense TrackerBeginner
Track your expenses and manage your budget effectively
COMMUNITY PROJECTS
Wall of Inspiration
Monthly Challenge

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With this course, you will:

  • Learn to anaylze your code
  • Practice with quizzes
  • Earn a professional certificate
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$113,000

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Prerequisites

Learn Python Basics
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Average Salary (US)

$113,000

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Prerequisites

Learn Python Basics

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Course

Complexity Calculation

Learn to analyze the efficiency of your code with this beginner's course on calculating time and space complexity.

  • Level: Intermediate

  • Duration: 1 week

  • Type: Interactive

  • Language: English

  • message-question

    Quizzes: 15+

Course Content

Chapter 1:

Introduction

1.1Get Started
Chapter 2:

Why Analyze Algorithms?

2.1Introduction to Analyzing Algorithms2.2Analyze Algorithms
Chapter 3:

Time Complexity

3.1Introduction to Time Complexity3.2Frequency Count Method
Chapter 4:

Big O Notation

4.1Introduction to Big O4.2Constant Time Complexity4.3Linear Time Complexity4.4Quadratic Time Complexity4.5Logarithmic Time Complexity4.6Big O Complexity Chart
Chapter 5:

Asymptotic Notation

5.1Introduction to Asymptotic Notation5.2Big Oh (Big O)5.3Omega Notation (Ω-notation)5.4Theta Notation (θ-notation)
Chapter 6:

Calculating Time Complexity

6.1Linear Search6.2Binary Search6.3Examples: Time Complexity
Chapter 7:

Master Theorem

7.1Introduction7.2Master Theorem for Dividing Function7.3Master Theorem for Decreasing Function
Chapter 8:

Space Complexity

8.1Calculating Space Complexity
Chapter 9:

What's Next?

9.1What's Next?
Python Certification

CERTIFICATE OF COMPLETION

This is to certify that

Jane Doe

has successfully completed the course

Complexity Calculation

Date of Issue:

Certification Code:

SIGNATURE

Founder, Chief Executive Officer

Programiz

Get certified

Get your skills verified with our certification.

Showcase your expertise on LinkedIn and stand out from the crowd. Impress your potential employers.

CERTIFICATE OF COMPLETION

This is to certify that

Jane Doe

has successfully completed the course

Complexity Calculation

Date of Issue:

Certification Code:

SIGNATURE

Founder, Chief Executive Officer

Programiz

JOB OPPORTUNITYCOMING LATER THIS YEAR

Receive job opportunities from top companies

Upon completion of the learning path, you will receive job opportunities from top countries around the world.

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Don't just read theory

Learn to analyze your code with our quiz

What is the time complexity of the following function?

def print_data(n):
    print(n)
    print(n + 1)
    print(88)

Feedback from our students

Aagama AR
“Completing the Complexity Calculation course was challenging yet rewarding, giving me a well-rounded understanding of concepts like time and space complexities while boosting my confidence.”

Aagama ARIndia

Feedback from our students

Aagama AR
“Completing the Complexity Calculation course was challenging yet rewarding, giving me a well-rounded understanding of concepts like time and space complexities while boosting my confidence.”

Aagama ARIndia

Baik 'Suzy' Lingo
“I commenced an IT course, which requires some knowledge of coding. What I found most beneficial from it is the learning from scratch and also having the online compiler, quizzes, and challenges to practice.”

Baik 'Suzy' LingoAustralia

Elijah Oseni
“I appreciate how you guys simplified the explanations, went step by step through every concept, and didn't try to overcomplicate things. It is ideal for anyone who values a hands-on approach to learn coding.”

Elijah OseniUganda

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