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

Unite.AI

DECEMBER 5, 2024

AI can supervise this flow, improve capacity and reroute data wherever possible to ensure a smoother digital experience for customers. It employs algorithms like usage patterns, historical data and peak hour surges to improve bandwidth by analyzing demands and optimizing services.

Data Analysis 173

Data Analysis Automation Natural Language Processing AI 173

Unite.AI

NOVEMBER 15, 2024

Algorithms, which are the foundation for AI, were first developed in the 1940s, laying the groundwork for machine learning and data analysis. Early uses of AI in industries like supply chain management (SCM) trace back to the 1950s, using automation to solve problems in logistics and inventory management.

Automation 269

Automation ChatGPT AI AI 269

Analytics Vidhya

APRIL 20, 2024

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

LLM 328

LLM Large Language Models Natural Language Processing Data Analysis 328

Analytics Vidhya

JANUARY 29, 2024

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

Machine Learning 353

Machine Learning Data Scientist Data Analysis Algorithm 353

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

Unite.AI

JANUARY 7, 2025

Fermata , a trailblazer in data science and computer vision for agriculture, has raised $10 million in a Series A funding round led by Raw Ventures. Croptimus monitors crops 24/7 using cameras that collect high-resolution imagery, which is then processed through advanced algorithms to detect pests, diseases, and nutrient deficiencies.

Computer Vision 182

Computer Vision Actionable Intelligence Continuous Learning AI 182

Unite.AI

NOVEMBER 6, 2024

Leveraging advanced machine learning algorithms, ARIA autonomously adjusts HVAC operations based on factors such as occupancy patterns, weather forecasts, and energy demand, ensuring efficient temperature control and air quality while minimizing energy waste.

AI Tools 306

AI Tools AI AI Machine Learning 306

Analytics Vidhya

JANUARY 17, 2024

It plays a crucial role in various fields, such as probability, statistics, cryptography, and data analysis. In Python, powerful libraries and algorithms allow us to work efficiently with permutations and combinations.

Python 310

Python Data Analysis Algorithm 310

Analytics Vidhya

DECEMBER 4, 2023

Introduction Welcome to the world of data science, where algorithms, statistics, and domain expertise converge to extract meaningful insights from vast datasets. In this era of technological advancement, having the right tools at your disposal can make all the difference in navigating the intricate landscape of data analysis.

Data Science 325

Data Science ChatGPT Data Analysis Algorithm 325

Analytics Vidhya

JULY 12, 2023

One often encounters datasets with categorical variables in data analysis and machine learning. However, many machine learning algorithms require numerical input. These variables represent qualitative attributes rather than numerical values. This is where label encoding comes into play.

Python 269

Python Categorization Machine Learning Data Analysis 269

Analytics Vidhya

OCTOBER 26, 2023

It is used to handle complex tasks, like data manipulation matrix, data analysis, algorithm implementation, etc. Well, It is a multi-purpose programming language that contains its own set of libraries and IDE (Integrated Development Environment). Now, let’s […] The post What is MATLAB?

Data Analysis 235

Data Analysis Algorithm 235

Analytics Vidhya

MAY 18, 2023

Data mining and machine learning are two closely related yet distinct fields in data analysis. What is data mining vs machine learning? This article aims to shed light on […] The post Data Mining vs Machine Learning: Choosing the Right Approach appeared first on Analytics Vidhya.

Data Mining 337

Data Mining Machine Learning Data Analysis Algorithm 337

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 340

Chatbots Algorithm Machine Learning Natural Language Processing 340

Marktechpost

NOVEMBER 12, 2024

Data analysis is the cornerstone of modern decision-making. It involves the systematic process of collecting, cleaning, transforming, and interpreting data to extract meaningful insights. In this article, we delve into eight powerful data analysis methods and techniques that are essential for data-driven organizations: 1.

Data Analysis 105

Data Analysis Data Mining Categorization Machine Learning 105

Unite.AI

NOVEMBER 8, 2024

Inspired by a discovery in WiFi sensing, Alex and his team of developers and former CERN physicists introduced AI algorithms for emotional analysis, leading to Wayvee Analytics's founding in May 2023. Our AI algorithms then process this data and convert it into emotional insights, recognizing if a person is angry, happy, neutral, etc.

Emotion AI 147

Emotion AI Algorithm Explainability Neural Network 147

AI News

JULY 22, 2024

By leveraging data analytics, machine learning, and real-time processing, AI is turning the traditional approach to sports betting on its head. This article delves into how AI algorithms are transforming sports betting, providing actual data, statistics, and insights that demonstrate their impact.

Machine Learning 302

Machine Learning Algorithm Neural Network Natural Language Processing 302

Marktechpost

NOVEMBER 11, 2024

Python has become the go-to language for data analysis due to its elegant syntax, rich ecosystem, and abundance of powerful libraries. Data scientists and analysts leverage Python to perform tasks ranging from data wrangling to machine learning and data visualization.

Data Analysis 91

Data Analysis Python Natural Language Processing Computer Vision 91

Marktechpost

JULY 12, 2024

Probabilistic databases use efficient algorithms for inference queries on discrete distributions, integrating probabilities into relational systems for tasks like imputation and random data generation. The open-source implementation supports various probabilistic programming languages, proving its utility in real-world applications.

Data Analysis 115

Data Analysis Generative AI Machine Learning AI 115

Unite.AI

FEBRUARY 12, 2025

This kind of functionality is especially useful for small manufacturers who often lack dedicated staff for data analysis the AI helps automate routine tasks and surfaces insights (like best-selling products or low stock alerts). Visit Fiix 7. Augury Augury is a specialist AI tool focused on predictive maintenance and machine health.

AI Tools 260

AI Tools Machine Learning Auto-complete AI 260

Marktechpost

DECEMBER 28, 2023

Purdue University’s researchers have developed a novel approach, Graph-Based Topological Data Analysis (GTDA), to simplify interpreting complex predictive models like deep neural networks. GTDA utilizes topological data analysis to transform intricate prediction landscapes into simplified topological maps.

Deep Learning 123

Deep Learning Data Analysis Neural Network Algorithm 123

AI News

JUNE 3, 2024

Our quant hedge fund leverages these technologies to analyse vast amounts of data, identifying patterns and trends that are invisible to traditional financial analysis methods. By utilising sophisticated ML algorithms, we can predict market movements with high precision, allowing us to execute trades at optimal times.

Deep Learning 302

Deep Learning Artificial Intelligence Artificial Intelligence Machine Learning 302

IBM Journey to AI blog

OCTOBER 23, 2024

Derive maximum value from your data Advanced analytical software professionals who use open source programming languages like R and Python frequently seek scalability, database connectivity, improved output quality and the ability to share algorithms with those who lack programming expertise.

Python 219

Python Data Analysis Data Science Machine Learning 219

Unite.AI

MAY 8, 2024

He began his career at Yandex in 2017, concurrently studying at the Yandex School of Data Analysis. During my school years, I spent a lot of time studying math, probability theory, and statistics, and got an opportunity to play with classical machine learning algorithms such as linear regression and KNN.

Machine Learning 298

Machine Learning Software Engineer Large Language Models Data Analysis 298

Unite.AI

NOVEMBER 13, 2024

Understanding Generative AI Generative AI refers to algorithms that create new content, such as text, images, code, or other media, based on patterns learned from existing data. Predictive Analysis: Generative AI can analyze historical test data analysis to identify trends and predict potential issues in future releases.

Automation 147

Automation Generative AI Software Development AI Tools 147

Marktechpost

JULY 2, 2024

Business data analysis is a field that focuses on extracting actionable insights from extensive datasets, crucial for informed decision-making and maintaining a competitive edge. Traditional rule-based systems, while precise, need help with the complexity and dynamism of modern business data.

Data Analysis 104

Data Analysis Large Language Models Business Intelligence Data Extraction 104

Unite.AI

JULY 2, 2023

In this step, customer data is collected from various sources such as: Browsing patterns Transaction history Preferred device Social media activity Geographic data Demographics Customers with similar preferences Existing customer databases IoT devices and more 2. Diagnostic (why did it happen?) Prescriptive (what should we do about it?)

Data Analysis 359

Data Analysis AI AI ML 359

Analytics Vidhya

JULY 21, 2024

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

Data Scientist 350

Data Scientist Data Science Algorithm Data Analysis 350

Marktechpost

NOVEMBER 13, 2024

Data modeling and data analysis are two fundamental ideas in the contemporary field of data science that frequently overlap but are very different from one another. Anyone who works with data, whether they are an IT specialist, business analyst, or data scientist, must be aware of their distinctions.

Data Analysis 79

Data Analysis Machine Learning Data Science Data Scientist 79

Unite.AI

JANUARY 10, 2024

There are several factors researchers should keep in mind when developing these novel technologies to ensure they are collecting the highest quality data and building scalable, accurate, and equitable ML algorithms fit for real-world use cases. This ensures we are building safe, equitable, and accurate ML algorithms.

ML 298

ML Algorithm AI AI 298

AI News

OCTOBER 15, 2024

By leveraging vast amounts of data and powerful algorithms, ML enables companies to automate processes, make accurate predictions, and uncover hidden patterns to optimise performance. A/B testing : Businesses can use a machine learning algorithm to conduct A/B testing of marketing campaigns, product offerings and website designs.

Machine Learning 291

Machine Learning Chatbots Business Intelligence Automation 291

Analytics Vidhya

MAY 29, 2022

Introduction on RFM Analysis This article aims to take you through the important concept of Customer Segmentation using RFM Analysis and how it can be done using machine learning. The algorithms we will be using are RFM analysis and comparing it with the […].

Machine Learning 367

Machine Learning Data Science Algorithm Data Analysis 367

Unite.AI

AUGUST 13, 2024

From virtual assistants like Siri and Alexa to advanced data analysis tools in finance and healthcare, AI's potential is vast. BM42 is a state-of-the-art retrieval algorithm designed by Qdrant to enhance RAG's capabilities. This process starts with retrieving documents or data points that match the query terms.

Algorithm 255

Algorithm Chatbots AI AI 255

Analytics Vidhya

JANUARY 31, 2023

But are they still useful without the data? The machine learning algorithms heavily rely on data that we feed to them. The quality of data we feed to the algorithms […] The post Practicing Machine Learning with Imbalanced Dataset appeared first on Analytics Vidhya. The answer is No.

Machine Learning 318

Machine Learning Artificial Intelligence Artificial Intelligence Algorithm 318

Marktechpost

NOVEMBER 27, 2024

Machine Learning, a subset of Artificial Intelligence, has emerged as a transformative force, empowering machines to learn from data and make intelligent decisions without explicit programming. At its core, machine learning algorithms seek to identify patterns within data, enabling computers to learn and adapt to new information.

Machine Learning 113

Machine Learning Algorithm Neural Network Convolutional Neural Networks 113

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

FEBRUARY 4, 2023

One of the most promising areas within AI in healthcare is Natural Language Processing (NLP), which has the potential to revolutionize patient care by facilitating more efficient and accurate data analysis and communication.

NLP 291

NLP Natural Language Processing Artificial Intelligence Artificial Intelligence 291