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algorithm analysis

algorithm analysis

#algorithm-analysis

45 followers·11 articles

algorithm analysis

#algorithm-analysis·45 followers·11 articles

algorithm analysis

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Jasmine Mary

jasminemary.hashnode.dev·Sep 14, 2024

Sep 14, 2024

How to Analyze Algorithms: Big-O, Omega, and Theta for Newbies

An algorithm is a step-by-step procedure for solving a problem. It helps ensure correctness and efficiency in problem-solving. To find an optimized algorithm, we need to measure its performance, typically by analyzing its time or space (memory) com...

Discuss·3 reads

Michael Piper

michaelpiper.hashnode.dev·Jul 30, 2024

Jul 30, 2024

Understanding Logarithmic Time Complexity in Big O Notation

What Does ( log n ) Mean in Big O Notation? In Big O notation, ( log n ) typically refers to the logarithm of ( n ), which is used to describe the time complexity of an algorithm. The logarithm in Big O notation usually has a base of 2 (binary logari...

Discuss·5 reads

Logarithmic Complexity

Bitingo Josaphat

Bitingo Josaphat

bitingo-the-deep-neural-nets.hashnode.dev·Jun 08, 2024

Jun 08, 2024

Beat Overfitting: Essential Regularization Techniques for Machine Learning

In machine learning, overfitting is a common problem where models perform well on training data but fail to generalize to unseen data. This article explores essential regularization techniques that help combat overfitting and improve model performanc...

Beat Overfitting: Essential Regularization Techniques for Machine Learning

Discuss·12 likes·155 reads

Tural Suleymani

Tural Suleymani

decodebytes.hashnode.dev·Mar 22, 2024

Mar 22, 2024

So, What Exactly Big O Is?

Regardless of what programming language we write in, not all questions in the interviews we participate in are necessarily related to the specific technology or programming language we are invited to interview for. So far, based on the interviews tha...

So, What Exactly Big O Is?

Discuss·5 reads

Suneet Nankani

lolclubwit.hashnode.dev·Oct 25, 2023

Oct 25, 2023

Fundamentals of Algorithms

You might have heard the term “Algorithms” while finding an approach for a problem. But what exactly does it mean? Well, in simple terms, an algorithm, in its simplest form, is a recipe for solving a problem. Think of it as a step-by-step guide for ...

Fundamentals of Algorithms

Discuss·4 likes·118 reads

Delfina Ghimire

Delfina Ghimire

delfina-ghimire.hashnode.dev·Oct 04, 2023

Oct 04, 2023

Introduction to Data Structure and Algorithms

Data Structure and Algorithm (DSA) has always been a buzzword in the industry. With all the hype being created around it some people are terrified to even go near it. (I used to be "some people"). I am a self-taught programmer and I'm taking you alon...

Introduction to Data Structure and Algorithms

Discuss·3 likes·84 reads

data structures

Ayesha Irshad

ayeshairshad.hashnode.dev·Jul 27, 2023

Jul 27, 2023

The Factorial Frontier: Demystifying Big O of N! (O(N!)) in Algorithms

Introduction Big O notation serves as a compass in the vast landscape of algorithmic analysis, guiding developers to navigate the efficiency and scalability of their code. Big O of N!, denoted as O(N!), represents a factorial time complexity, signify...

The Factorial Frontier: Demystifying Big O of N! (O(N!)) in Algorithms

Discuss·3 reads

Ayesha Irshad

ayeshairshad.hashnode.dev·Jul 23, 2023

Jul 23, 2023

Demystifying Big O of N^2: Understanding Quadratic Time Complexity

Introduction In the realm of algorithm analysis, Big O notation plays a crucial role in quantifying the efficiency of various algorithms. Big O of N^2, denoted as O(N^2), represents a quadratic time complexity, indicating that the performance of an a...

Demystifying Big O of N^2: Understanding Quadratic Time Complexity

Discuss·10 reads

#big o notation

CS Diaries

csdiaries.hashnode.dev·Mar 12, 2023

Mar 12, 2023

Mastering Search Algorithms

Search Algorithms: What They Are, How They Work, and Why They Matter Have you ever wondered how Google can find the most relevant web pages for your query in a fraction of a second? Or how Netflix can recommend movies that you might like based on you...

Mastering Search Algorithms

Discuss·26 reads

Mohd Irfan

mdirfan.hashnode.dev·Jan 08, 2023

Jan 08, 2023

DAA 01: Introduction to Algorithm

INTRODUCTION TO ALGORITHM History of Algorithm The word algorithm comes from the name of a Persian author, Muhammad ibn Musa al-Khwarizmi (c. 825 A.D.), who wrote a textbook on mathematics. He is credited with providing the step-by-step rules for ...

DAA 01: Introduction to Algorithm

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design algorithm and analysis