Algorithm and Python - Data Science Current

Caching in Python: the LRU algorithm

Analytics Vidhya

AUGUST 24, 2021

This article was published as a part of the Data Science Blogathon Introduction To use LRU caching in Python, you just need to add two lines – import and declaration of the @lru_cache decorator. The post Caching in Python: the LRU algorithm appeared first on Analytics Vidhya. We show with examples how and why to use it.

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Top 7 Algorithms for Data Structures in Python

Analytics Vidhya

AUGUST 11, 2024

Introduction Algorithms and data structures are the foundational elements that can also efficiently support the software development process in programming. Python, an easy-to-code language, has many features like a list, dictionary, and set, which are built-in data structures for the Python language.

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How to Achieve High-Accuracy Results When Using LLMs

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Fibonacci Series in Python | Code, Algorithm & More

Analytics Vidhya

SEPTEMBER 14, 2023

Introduction The Fibonacci series in python is a mathematical sequence that starts with 0 and 1, with each subsequent number being the sum of the two preceding ones. In Python, generating the Fibonacci series is not only a classic programming exercise but also a great way to explore recursion and iterative solutions.

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Classification algorithms in Python – Heart Attack Prediction and Analysis

Analytics Vidhya

MAY 4, 2021

The post Classification algorithms in Python – Heart Attack Prediction and Analysis appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. In this article, we will use a dataset to understand.

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Understanding and Implementing Genetic Algorithms in Python

KDnuggets

JUNE 24, 2024

Understanding what genetic algorithms are and how they can be implemented in Python.

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Decision Tree Machine Learning Algorithm Using Python

Analytics Vidhya

MARCH 25, 2022

Introduction In this article, we are going to learn about Decision Tree Machine Learning algorithm. We will build a Machine learning model using a decision tree algorithm and we use a news dataset for this. The post Decision Tree Machine Learning Algorithm Using Python appeared first on Analytics Vidhya.

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Building and Validating Simple Stock Trading Algorithms Using Python

Analytics Vidhya

OCTOBER 17, 2023

Introduction Algorithmic trading is a widely adopted trading strategy that has revolutionized the way people trade stocks. More and more people are making money on the side by investing in stocks and automating their trading strategies.

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Implementation of Depth First Search (DFS) Algorithm in Python

Analytics Vidhya

JUNE 5, 2024

It is the same as going down, validating the tunnel, and so on for all […] The post Implementation of Depth First Search (DFS) Algorithm in Python appeared first on Analytics Vidhya. Think of it as being in a maze: DFS goes down one path until it reaches a dead-end before retracing its steps to take another, right?

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Free Algorithms in Python Course

KDnuggets

SEPTEMBER 27, 2022

Algorithms are an often misunderstood concept. Leverage Python to learn what algorithms really are, and how to implement an array of basic computational algorithms in the language.

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Understanding the Greedy Best-First Search (GBFS) Algorithm in Python

Analytics Vidhya

JUNE 8, 2024

A clever problem-solver, however, if you use the Greedy Best-First Search (GBFS) algorithm, you are willing to help. In this series of articles, I will explain Greedy Best-First Search and show examples using Python […] The post Understanding the Greedy Best-First Search (GBFS) Algorithm in Python appeared first on Analytics Vidhya.

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Popular Machine Learning Algorithms

KDnuggets

MAY 16, 2022

I will list different types of machine learning algorithms, which can be used with both Python and R. This guide will help aspiring data scientists and machine learning engineers gain better knowledge and experience.

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Python libraries for generative AI

Data Science Dojo

NOVEMBER 10, 2023

Popular Python libraries for Generative AI Python libraries for generative AI Python is a popular programming language for generative AI, as it has a wide range of libraries and frameworks available. Here are 10 of the top Python libraries for generative AI: 1. Want to build a custom large language model ?

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A Detailed Introduction to K-means Clustering in Python!

Analytics Vidhya

DECEMBER 3, 2020

Introduction Cluster analysis or clustering is an unsupervised machine learning algorithm that. The post A Detailed Introduction to K-means Clustering in Python! This article was published as a part of the Data Science Blogathon. appeared first on Analytics Vidhya.

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A Full End-to-End Deployment of a Machine Learning Algorithm into a Live Production Environment

KDnuggets

DECEMBER 17, 2021

How to use scikit-learn, pickle, Flask, Microsoft Azure and ipywidgets to fully deploy a Python machine learning algorithm into a live, production environment.

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KDnuggets News, July 20: Machine Learning Algorithms Explained in Less Than 1 Minute Each; Parallel Processing Large File in Python

KDnuggets

JULY 20, 2022

Machine Learning Algorithms Explained in Less Than 1 Minute Each; Parallel Processing Large File in Python; Free Python Automation Course; How Does Logistic Regression Work?; 12 Most Challenging Data Science Interview Questions.

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A Guide to the Naive Bayes Algorithm

Analytics Vidhya

JANUARY 16, 2021

Introduction to Naive Bayes algorithm Naive Bayes is a classification algorithm. The post A Guide to the Naive Bayes Algorithm appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon.

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Beginner’s Guide to Machine Learning with Python

KDnuggets

JUNE 4, 2024

Master the Fundamentals of Predictive Modeling with Python: An In-Depth Guide to Machine Learning Algorithms and Sci-kit Learn Implementation.

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Palindrome Number in Python

Analytics Vidhya

JUNE 6, 2024

This article examines several approaches to Python palindrome number checking, from basic text manipulation to more complex recursive algorithms. Furthermore, […] The post Palindrome Number in Python appeared first on Analytics Vidhya.

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A Quick Introduction to K – Nearest Neighbor (KNN) Classification Using Python

Analytics Vidhya

JANUARY 20, 2021

Introduction This article concerns one of the supervised ML classification algorithm-KNN(K. The post A Quick Introduction to K – Nearest Neighbor (KNN) Classification Using Python appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon.

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A Detailed Guide on Web Scraping using Python framework!

Analytics Vidhya

OCTOBER 9, 2021

This article was published as a part of the Data Science Blogathon Overview: What is a web scraping and how does it work with Python? Interestingly, Web scraping is a word that refers to the practice of extracting and processing vast amounts of data from the internet using a computer or algorithm. Scraping data from the […].

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A Hands-on Introduction to Reinforcement Learning with Python

Analytics Vidhya

MARCH 25, 2022

Dear readers, In this blog, we will get introduced to reinforcement learning and also implement a simple example of the same in Python. It will be a basic code to demonstrate the working of an RL algorithm. Brief exposure to object-oriented programming in Python, […].

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Prime Number Program in Python

Analytics Vidhya

SEPTEMBER 20, 2023

In addition to their theoretical importance, prime numbers are essential to contemporary technology, cryptography, and algorithmic optimization.

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7 Best Platforms to Practice Python

Analytics Vidhya

JULY 18, 2024

Introduction Want to improve your knowledge of Python? Whether your goal is to become an expert in algorithmic difficulties, software development, or data science, these resources can help you along the way with carefully chosen courses, practical projects, and active communities.

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Comprehensive Guide to Edge Detection Algorithms

Analytics Vidhya

AUGUST 6, 2022

Image processing algorithms take a long time to process the data because of the large images and the amount of information available in it. The post Comprehensive Guide to Edge Detection Algorithms appeared first on Analytics Vidhya. Introduction Image processing is a widely used concept to exploit the information from the images.

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What is an Algorithm?

Analytics Vidhya

JUNE 3, 2024

Introduction This article will provide you with a thorough understanding of algorithms, which are necessary steps in problem solving and processing. We’ll explore the principles of algorithms, the different kinds of them, and the wide range of uses they have in disciplines like machine learning, data science, and daily life.

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Implementing Python Stack: Functions, Methods, Examples & More

Analytics Vidhya

SEPTEMBER 23, 2023

This article delves into implementing a Python stack, known for its Last-In-First-Out (LIFO) behavior, crucial for data management and algorithms. We explore essential principles, methods, and key considerations for efficient Python stack usage, important for all coders. What is Stack in Python?

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Complete Guide to Expectation-Maximization Algorithm

Analytics Vidhya

MAY 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In most of the real-life problem statements of Machine learning, The post Complete Guide to Expectation-Maximization Algorithm appeared first on Analytics Vidhya.

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What is A* Algorithm?

Analytics Vidhya

JUNE 10, 2024

Introduction The A* (A-star) algorithm is primarily used for pathfinding and graph traversal. Fields such as artificial intelligence, robotics, and game development rely on this algorithm. The A* algorithm’s key strength lies in its systematic exploration of a graph or grid. appeared first on Analytics Vidhya.

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How to Calculate Algorithm Efficiency?

Analytics Vidhya

JULY 15, 2024

Introduction Have you ever wondered what makes some algorithms faster and more efficient than others? Think of time complexity as the clock ticking away, measuring how long an algorithm takes to complete based on the size of its input. On the other hand, […] The post How to Calculate Algorithm Efficiency?

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Bubble Sort in Python: A Comprehensive Guide

Analytics Vidhya

DECEMBER 26, 2023

Introduction Bubble Sort is a simple sorting algorithm that repeatedly steps through the list, compares adjacent elements, and swaps them if they are in the wrong order.

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Image Operations in Python with OpenCV: Eroding, Dilation, and more!

Analytics Vidhya

DECEMBER 30, 2021

OpenCV is written in C++ and has thousands of optimized algorithms and functions for various image operations. The post Image Operations in Python with OpenCV: Eroding, Dilation, and more! Introduction As we all know, OpenCV is a free open source library used for computer vision and image operations.

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Isotonic Regression and the PAVA algorithm

Analytics Vidhya

FEBRUARY 7, 2021

The post Isotonic Regression and the PAVA algorithm appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Isotonic Regression is one of those regression technique that is.

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Decoding Binary Search Algorithm with Examples

Analytics Vidhya

SEPTEMBER 13, 2023

Introduction A Binary Search Algorithm is an efficient search technique to locate a specific object within a sorted dataset. This algorithm begins by determining the middle value of the dataset.

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Getting Started with Permutation and Combination in Python

Analytics Vidhya

JANUARY 17, 2024

In Python, powerful libraries and algorithms allow us to work efficiently with permutations and combinations. In this article, we will explore the fundamentals […] The post Getting Started with Permutation and Combination in Python appeared first on Analytics Vidhya.

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How to Master the Popular DBSCAN Clustering Algorithm for Machine Learning

Analytics Vidhya

SEPTEMBER 7, 2020

Overview DBSCAN clustering is an underrated yet super useful clustering algorithm for unsupervised learning problems Learn how DBSCAN clustering works, why you should learn. The post How to Master the Popular DBSCAN Clustering Algorithm for Machine Learning appeared first on Analytics Vidhya.

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Genetic Algorithms and its use-cases in Machine Learning

Analytics Vidhya

JUNE 15, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon What are Genetic Algorithms? Genetic Algorithms are search algorithms inspired by. The post Genetic Algorithms and its use-cases in Machine Learning appeared first on Analytics Vidhya.

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Data Analysis Project for Beginners Using Python

Analytics Vidhya

JUNE 2, 2022

Introduction Data Analysis is one major part that you must master before learning or diving into the machine learning algorithms section because data analysis is a process to explore the data to get a better understanding of data. The post Data Analysis Project for Beginners Using Python appeared first on Analytics Vidhya.

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Complete Guide on Sorting Techniques in Python [2024 Edition]

Analytics Vidhya

JANUARY 7, 2024

Introduction Sorting is a fundamental operation in python and plays a crucial role in various applications. Whether you are organizing data, searching for specific elements, or optimizing algorithms, having a solid understanding of sorting techniques is essential.

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How To Merge Two Lists in Python?

Analytics Vidhya

JANUARY 22, 2024

Introduction Merging two lists in Python is a fundamental operation that often arises in programming tasks. Whether you’re dealing with data manipulation, algorithm implementation, or any other coding scenario, the ability to combine the contents of two lists efficiently is a valuable skill. appeared first on Analytics Vidhya.

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