Analytics Vidhya

SEPTEMBER 4, 2024

Introduction The backtracking algorithm is a next step in the problem solving algorithm to solve those problems incrementally and it is one of the most used methods in the computer science.

Algorithm 290

Algorithm Python 290

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.

Algorithm 343

Algorithm Python Automation Data Extraction 343

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?

Algorithm 327

Algorithm Python Data Science Machine Learning 327

Analytics Vidhya

AUGUST 9, 2024

This is where local search algorithms come in. Hill climbing […] The post Local Search Algorithms in AI: A Comprehensive Guide appeared first on Analytics Vidhya. You attempt a couple of approaches but find yourself getting stuck and are unable to move forward.

Algorithm 290

Algorithm AI AI Python 290

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.

Algorithm 300

Algorithm Python Explainability 300

Analytics Vidhya

JULY 16, 2024

The Algorithm of Thoughts (AoT) is a novel method to prompt engineering that blends the adaptability of algorithmic problem-solving with the strength of structured thought. Let’s examine this […] The post What is an Algorithm of Thoughts (AoT) and How does it Work? appeared first on Analytics Vidhya.

Algorithm 291

Algorithm Prompt Engineer Prompt Engineering Artificial Intelligence 291

AI News

DECEMBER 12, 2024

By using the power of trained machine learning algorithms and decentralised ledgers, Twin Protocol allows individuals to develop digital twins that can capture not just information, but individual expertise and personality traits. The post The ongoing AI revolution is reshaping the world, one algorithm at a time appeared first on AI News.

Algorithm 230

Algorithm AI AI Machine Learning 230

Analytics Vidhya

JULY 25, 2024

Vector databases […] The post A Comprehensive Guide on Indexing Algorithms in Vector Databases appeared first on Analytics Vidhya. They are designed to manage high-dimensional data that traditional Database Management Systems (DBMS) struggle to handle effectively.

Algorithm 304

Algorithm 304

Analytics Vidhya

SEPTEMBER 6, 2024

Real-time systems, such as financial transactions, voice assistants, and health monitoring systems, rely on continuous […] The post Guide to Online Learning and Passive-Aggressive Algorithms appeared first on Analytics Vidhya.

Algorithm 271

Algorithm Data Analysis Python Machine Learning 271

Analytics Vidhya

JULY 10, 2024

Self-driving cars traversing through packed streets or security mechanisms recognize potential threats, and object detection […] The post Object Detection Algorithms: R-CNN, Fast R-CNN, Faster R-CNN, and YOLO appeared first on Analytics Vidhya.

Algorithm 287

Algorithm Computer Vision Machine Learning 287

Flipboard

NOVEMBER 16, 2024

Dijkstra’s algorithm was long thought to be the most efficient way to find a graph’s best routes. Researchers have now proven that it’s “universally …

Algorithm 181

Algorithm Machine Learning 181

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.

Python 316

Python Algorithm Machine Learning 316

Analytics Vidhya

JULY 1, 2024

Introduction Logarithms and exponents are crucial in evaluating the efficiency of algorithms in computer science. Let’s also see and understand how logarithms and exponents impact algorithm performance. Overview What are Logarithms and Exponents?

Algorithm 315

Algorithm Python 315

Analytics Vidhya

MAY 3, 2024

Introduction Clustering is an unsupervised machine learning algorithm that groups together similar data points based on criteria like shared attributes. By making use of clustering algorithms, we […] The post Understanding Fuzzy C Means Clustering appeared first on Analytics Vidhya.

Algorithm 319

Algorithm Machine Learning 319

Flipboard

NOVEMBER 25, 2024

Beyond the deepfakes and disinformation, the potential for AI to make politics more accessible and equitable cannot be ignored. In 2025, AI is poised …

Algorithm 176

Algorithm AI AI Artificial Intelligence 176

Analytics Vidhya

MARCH 22, 2024

While Faster R-CNN may excel in accuracy, it may not perform as well in real-time scenarios, prompting a shift towards the YOLO algorithm. Each technique has its limitations and advantages.

Computer Vision 328

Computer Vision Algorithm 328

Analytics Vidhya

MARCH 15, 2024

Introduction Imagine a world where artificial intelligence is not just about complex algorithms and high-tech jargon but about speed, efficiency, and accessibility. Welcome to that world, brought to you by the latest sensation in AI—Claude 3 Haiku.

AI Modeling 397

AI Modeling Artificial Intelligence Artificial Intelligence Algorithm 397

Analytics Vidhya

SEPTEMBER 12, 2023

Introduction Neuroevolution is a captivating field where AI merges neural networks and evolutionary algorithms to nurture its creative abilities. It’s akin to AI’s artistic or musical journey, allowing it to paint masterpieces and compose symphonies.

Neural Network 348

Neural Network Algorithm AI AI 348

Unite.AI

DECEMBER 7, 2024

Brandwatch builds upon proprietary algorithms integrated with advanced language models, creating a system that processes social media conversations with depth. This system processes vast datasets of creator content and engagement metrics, utilizing AI to match brands with relevant influencers based on pattern recognition algorithms.

AI Tools 278

AI Tools Automation NLP Algorithm 278

Unite.AI

NOVEMBER 29, 2024

Once the data is ready, prescriptive AI moves into predictive modeling, using machine learning algorithms to analyze past patterns and predict future trends and behaviors. The next key component, optimization algorithms, is where prescriptive AI performs well. Another key issue is bias within AI algorithms.

Algorithm 276

Algorithm AI AI Data Ingestion 276

Analytics Vidhya

JANUARY 17, 2024

In Python, powerful libraries and algorithms allow us to work efficiently with permutations and combinations. Introduction Combinatorial mathematics is a branch of mathematics that deals with counting, arranging, and selecting objects. It plays a crucial role in various fields, such as probability, statistics, cryptography, and data analysis.

Python 310

Python Data Analysis Algorithm 310

AI News

JULY 3, 2024

By leveraging advanced algorithms and machine learning techniques, AI is transforming how marketers interact with their audiences, predict customer behaviour, and optimise their strategies for better results. Machine learning algorithms can identify patterns and preferences, allowing marketers to tailor their messages to individual customers.

Chatbots 346

Chatbots Algorithm Machine Learning Natural Language Processing 346

Analytics Vidhya

FEBRUARY 10, 2024

Data Science is a multidisciplinary field that uses scientific methods, processes, algorithms, and systems to […] The post Top Data Science Specializations for 2024 appeared first on Analytics Vidhya. And why should one consider specializing in it? This blog post aims to answer these questions and more.

Data Science 357

Data Science Algorithm Big Data Data Analysis 357

Analytics Vidhya

JANUARY 29, 2024

With the help of machine learning libraries, developers and data scientists can easily implement complex algorithms and models without writing extensive code from scratch. Introduction Machine learning has revolutionized the field of data analysis and predictive modelling.

Machine Learning 353

Machine Learning Data Scientist Data Analysis Algorithm 353

AI News

JULY 22, 2024

This article delves into how AI algorithms are transforming sports betting, providing actual data, statistics, and insights that demonstrate their impact. AI algorithms can analyse vast amounts of data, recognise patterns, and make predictions with remarkable accuracy. Data collection and processing AI algorithms thrive on data.

Machine Learning 316

Machine Learning Algorithm Neural Network Natural Language Processing 316

Flipboard

NOVEMBER 19, 2024

Nearly 20 million people have joined Bluesky, a social network that gives you fine-grained control over what you see and who you interact with. I think it is the future of social media, says Chris Stokel-Walker

Algorithm 182

Algorithm Artificial Intelligence Artificial Intelligence Machine Learning 182

Analytics Vidhya

JULY 21, 2024

Whether you’re analyzing customer behavior, optimizing algorithms, […] The post 5 Statistical Tests Every Data Scientist Should Know appeared first on Analytics Vidhya. These tests allow data scientists to validate hypotheses, compare groups, identify relationships, and make predictions with confidence.

Data Scientist 350

Data Scientist Data Science Algorithm Data Analysis 350

Unite.AI

AUGUST 28, 2024

For example, an algorithm that predicts which patients need more intensive care based on healthcare costs rather than actual illness. Furthermore, while machine learning (ML) algorithms can offer personalized treatment recommendations, the lack of transparency in these algorithms complicates individual accountability.

Data Quality 317

Data Quality Algorithm AI AI 317

Analytics Vidhya

DECEMBER 13, 2023

vLLM, an open-source library for fast LLM inference and serving, addresses these challenges by working with a novel attention algorithm called PagedAttention. This algorithm effectively […] The post Decoding vLLM: Strategies for Supercharging Your Language Model Inferences appeared first on Analytics Vidhya.

Large Language Models 318

Large Language Models LLM Algorithm Generative AI 318

Analytics Vidhya

SEPTEMBER 18, 2024

Behind the scenes, platforms rely on sophisticated algorithms to keep harmful content at bay, and the rapid growth of artificial intelligence […] The post Building Multi-Modal Models for Content Moderation on Social Media appeared first on Analytics Vidhya. Before you can even hit the report button, it’s gone.

Artificial Intelligence 277

Artificial Intelligence Artificial Intelligence Algorithm BERT 277

Analytics Vidhya

DECEMBER 24, 2023

But how do we make this data comprehensible to our algorithms? Introduction In the bustling world of machine learning, categorical data is like the DNA of our datasets – essential yet complex. Enter One Hot Encoding, the transformative process that turns categorical variables into a language that machines understand.

Categorization 334

Categorization Machine Learning Algorithm Data Science 334

Analytics Vidhya

APRIL 20, 2024

These complex algorithms enhance human capabilities and promote efficiency and creativity across various sectors. Introduction Large Language Models (LLMs) are becoming increasingly valuable tools in data science, generative AI (GenAI), and AI.

LLM 328

LLM Large Language Models Natural Language Processing Data Analysis 328

Analytics Vidhya

JANUARY 3, 2024

These AI-powered solutions employ sophisticated algorithms to elevate image quality, sharpen details, and breathe life into every […] The post 10 Best AI Image Enhancers To Use in 2024 appeared first on Analytics Vidhya.

Artificial Intelligence 328

Artificial Intelligence Artificial Intelligence Algorithm AI 328

Analytics Vidhya

JULY 22, 2024

We’ll take you through a thorough examination of recent advancements in neural networks and algorithms, shedding light on the key ideas behind modern AI. Introduction In this article, we dive into the top 10 publications that have transformed artificial intelligence and machine learning.

Machine Learning 327

Machine Learning Neural Network Artificial Intelligence Artificial Intelligence 327

Analytics Vidhya

APRIL 30, 2024

Customized logos are created by these technologies based on user preferences and brand identity using AI and machine learning algorithms. Introduction With the development of AI in 2024, small businesses can now affordably and quickly produce logos of superior quality.

Machine Learning 327

Machine Learning Algorithm AI AI 327

Analytics Vidhya

DECEMBER 1, 2024

Here, algorithms are the creative minds behind eye-catching visuals and compelling campaigns. What if your next favorite ad wasn’t made by humans? Welcome to the era of Generative AI! Generative AI (GenAI) is revolutionizing the media and advertising industry, turning traditional ad creation on its head.

Generative AI 267

Generative AI Algorithm AI AI 267

Analytics Vidhya

MAY 23, 2024

With the help of machine learning algorithms and real-time data analysis, Mastercard’s AI […] The post Mastercard AI: It Detects Compromised Cards Faster, Thwarting Criminals appeared first on Analytics Vidhya.

Artificial Intelligence 319

Artificial Intelligence Artificial Intelligence Data Analysis Machine Learning 319