Analytics Vidhya

NOVEMBER 21, 2024

Discretization is a fundamental preprocessing technique in data analysis and machine learning, bridging the gap between continuous data and methods designed for discrete inputs.

Machine Learning 208

Machine Learning Data Analysis Algorithm 208

Unite.AI

OCTOBER 31, 2024

This is crucial for applications like document summarization, automated report generation, and data retrieval. This makes it valuable for debugging, data analysis, or even automated testing. Execute code – Developers can instruct Claude to run code snippets directly within its environment.

AI Development 289

AI Development AI Developer Automation Data Science Engineer 289

Pickl AI

MARCH 24, 2025

Summary: Online Analytical Processing (OLAP) systems in Data Warehouse enable complex Data Analysis by organizing information into multidimensional structures. Key characteristics include fast query performance, interactive analysis, hierarchical data organization, and support for multiple users.

Data Analysis 52

Data Analysis Business Intelligence Actionable Intelligence 52

AI News

NOVEMBER 8, 2024

Most of these time savings are expected to stem from AI-enabled software performing cognitive tasks such as data analysis and routine administrative operations. It suggests that AI could save “almost a quarter of private-sector workforce time,” equivalent to the annual output of 6 million workers.

Big Data 317

Big Data Data Analysis Automation AI Tools 317

Analytics Vidhya

MARCH 5, 2025

What if you could skip the boring bits of data analysis and jump straight to the good stuff – like uncovering insights?

Data Science 160

Data Science Data Analysis AI AI 160

AI News

NOVEMBER 13, 2024

Professionals wishing to get into this evolving field can take advantage of a variety of specialised courses that teach how to use AI in business, creativity, and data analysis. AI continues to transform industries, and having the right skills can make a significant difference to your career.

Prompt Engineering 297

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 297

Analytics Vidhya

JANUARY 9, 2025

Developed by the Technology Innovation Institute (TII), its built to meet the growing demands of AI-driven applications, whether its generating creative content or data analysis. Falcon 3 is the newest breakthrough in the Falcon series of large language models, celebrated for its cutting-edge design and open accessibility.

Large Language Models 207

Large Language Models Data Analysis AI AI 207

Unite.AI

NOVEMBER 29, 2024

Prescriptive AI enables organizations to act quickly and effectively, bypassing the need for lengthy data analysis. Industries are turning to prescriptive AI to gain these critical advantages, preparing themselves to act faster, work more efficiently, and make highly informed decisions based on comprehensive data analysis.

Algorithm 276

Algorithm AI AI Data Ingestion 276

Analytics Vidhya

MAY 4, 2024

Introduction While Tableau remains a popular choice for data visualization, its dominance is waning. The increasing importance of data analysis across industries has fueled the demand for versatile tools, leading to a surge in Tableau alternatives.

Data Analysis 328

Data Analysis Data Science 328

Analytics Vidhya

JULY 2, 2024

Introduction Nominal data is one of the most fundamental types of data in data analysis. This article examines nominal data’s characteristics, applications, and differences from other data types. Overview What is Nominal Data?

Data Analysis 319

Data Analysis 319

Unite.AI

DECEMBER 5, 2024

As they constantly upgrade and develop, AI systems improve their predictive abilities and data analysis, allowing providers to update their services and ensure customer satisfaction. This instant flow of information may also help reduce staff workload and improve problem-resolution processes.

Data Analysis 173

Data Analysis Automation Natural Language Processing AI 173

Unite.AI

MARCH 9, 2025

Instead of passively retrieving data, these systems iteratively plan, execute, and refine knowledge acquisition and problem-solving, making them more adaptable to real-world challenges. In research and development, AI can assist with complex data analysis, hypothesis generation, and scientific discovery, accelerating innovation.

Explainability 206

Explainability Large Language Models Data Analysis Chatbots 206

Analytics Vidhya

JUNE 19, 2024

They can be applied to data analysis, customer service, content creation, and other areas. Introduction LLMs are changing how we engage with technology today. These AI programs are able to comprehend and mimic human language. But for newcomers in particular, knowing how to use them could appear challenging.

Large Language Models 315

Large Language Models Data Analysis AI AI 315

Analytics Vidhya

MARCH 27, 2024

Window Functions are a powerful tool for analyzing data and can help you gain insights you may not have seen otherwise. By understanding how to use Window Functions in Spark; you can take your data analysis skills to the next level […] The post Working with Window Functions in PySpark appeared first on Analytics Vidhya.

Data Analysis 319

Data Analysis 319

Analytics Vidhya

MARCH 16, 2024

Introduction Spreadsheets are essential tools for data analysis, but complex formulas can hold you back. That’s where Claude for Sheets, a revolutionary AI add-on from Anthropic, comes in. Ask questions directly in your spreadsheet and get insightful answers using natural language.

Data Analysis 342

Data Analysis AI AI AI Tools 342

Analytics Vidhya

FEBRUARY 5, 2025

We all know that some models excel at content generation, others at image creation, while some are masters of data analysis. ChatGPT Plus, Gemini Advanced, Claude Pro, or maybe something else? And to get the best of all worlds, youve probably been juggling multiple subscriptions.

Data Analysis 185

Data Analysis LLM ChatGPT Generative AI 185

Analytics Vidhya

JUNE 9, 2024

Introduction Microsoft Excel and Google Sheets are two of the most basic and commonly used tools for data analysis. They offer various built-in functions that help in making statistical computations in every industry. One such function is the CONFIDENCE function. This formula calculates the confidence intervals for a sample dataset.

Data Analysis 306

Data Analysis 306

Analytics Vidhya

APRIL 5, 2024

A massive community with libraries for machine learning, sleek app development, data analysis, cybersecurity, and more. This article is […] The post Top 40 Python Libraries for AI, ML and Data Science appeared first on Analytics Vidhya. Known for its beginner-friendliness, you can dive into AI without complex code.

Data Science 369

Data Science Python ML Data Analysis 369

Analytics Vidhya

JULY 9, 2024

Introduction In the realm of data analysis and manipulation, Excel remains a powerhouse tool. Among its many features, the TRANSPOSE function stands out for its ability to reorganize data quickly and efficiently.

Data Scientist 291

Data Scientist Data Analysis AI AI 291

Analytics Vidhya

AUGUST 17, 2024

ipynb files) are widely used for data analysis, scientific computing, and interactive coding. While these notebooks are great for development and sharing code with other data scientists, there are times when you need to convert them to a more universally readable format like PDF. Introduction Jupyter Notebooks (.ipynb

Data Analysis 297

Data Analysis Data Scientist Python AI 297

Analytics Vidhya

MARCH 7, 2024

Its significance lies in its ability to transform complex data into easily understandable visualizations, aiding in better decision-making processes. At its core, Tableau transcends the boundaries of traditional data analysis by providing an intuitive platform where users can seamlessly connect to […] The post What is Tableau?

Data Science 329

Data Science Data Analysis Deep Learning Artificial Intelligence 329

Unite.AI

NOVEMBER 22, 2024

This new breed of product professionals will be able to meld their strategic expertise with deep knowledge of design, coding, and data analysis by applying AI to amplify their capabilities. The product manager must work out the detailed growth model.

Data Analysis 147

Data Analysis AI AI Artificial Intelligence 147

Analytics Vidhya

JANUARY 20, 2024

Sklearn is a powerful tool for data analysis and machine learning, offering a wide range of modules that simplify […] The post Quiz of the Day (Scikit-learn) # 14 appeared first on Analytics Vidhya.

Machine Learning 387

Machine Learning Data Analysis AI AI 387

Analytics Vidhya

AUGUST 5, 2024

Enter the ROUND function in Microsoft Excel—a versatile tool transforming numerical data into precise, readable, and professional results. appeared first on Analytics Vidhya.

Data Analysis 290

Data Analysis 290

Unite.AI

FEBRUARY 23, 2025

This interconnected ecosystem allows the agent to employ a wide range of resources, including powerful machine learning tools and massive computational power, for conducting various research tasks such as data analysis, hypothesis testing, and even literature review automation.

AI Researcher 209

AI Researcher AI Research OpenAI Automation 209

Analytics Vidhya

APRIL 20, 2024

LLM development has accelerated in recent years, leading to widespread use in tasks like complex data analysis and natural language processing. 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

JULY 19, 2024

Imagine a world where customer service chatbots not only understand but anticipate your needs, or where complex data analysis tools provide insights instantaneously. To unlock such potential, businesses must master […] The post Optimizing AI Performance: A Guide to Efficient LLM Deployment appeared first on Analytics Vidhya.

LLM 329

LLM Large Language Models Data Analysis Artificial Intelligence 329

Analytics Vidhya

MARCH 31, 2024

Introduction Artificial Intelligence revolutionizes various fields such as networking, multi-dimensional data exploration, genomics, and sensor data analysis, increasing the demand for advanced data visualization tools.

Python 324

Python Data Analysis Artificial Intelligence Artificial Intelligence 324

Analytics Vidhya

APRIL 15, 2024

From ChatGPT, which helps in copywriting, data analysis, and summarizing complex research papers, to Midjourney for generating high-definition images with a single prompt, and GitHub Copilot for […] The post 5 MIND-BLOWING AI Tools that Feel Illegal to Know appeared first on Analytics Vidhya.

AI Tools 326

AI Tools Data Analysis ChatGPT AI 326

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

Unite.AI

DECEMBER 10, 2024

Formatted Results : Claude Desktop presents the data to you in a readable format. Data Analysis : Allow AI assistants to access and analyze datasets from databases or cloud storage. More Use Cases Software Development : Enhance code generation tools by connecting AI models to code repositories or issue trackers.

Software Development 246

Software Development AI Modeling Python AI Tools 246

Unite.AI

MARCH 15, 2025

These sub-agents are capable of handling specific tasks, such as web browsing, data analysis, or even coding, which allows Manus to work on multi-step problems without needing additional human intervention. Additionally, Manus operates in a cloud-based asynchronous environment.

Large Language Models 322

Large Language Models AI AI Automation 322

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

Analytics Vidhya

MAY 13, 2024

Python is used in various fields like website development, machine learning, and data analysis. Introduction Acquiring a programming language is a crucial step towards a better future, with Python being a top choice due to its flexibility, power, and accessibility. This makes it a […] The post Why Learn Python?

Python 317

Python Data Analysis Machine Learning 317

Analytics Vidhya

MAY 3, 2024

From web apps to data analysis and machine learning, Python handles it all. Introduction Python reigns as the top programming language, offering a career boost with its versatility. Thanks to its vast open-source community, Python boasts a library for every task imaginable, with wrappers for popular packages from other languages.

Python 312

Python Data Analysis Machine Learning Data Science 312

Analytics Vidhya

JANUARY 27, 2024

A DataFrame is a two-dimensional labeled data structure with columns of potentially different types. In data analysis, creating a DataFrame is often […] The post 10 Ways to Create Pandas Dataframe appeared first on Analytics Vidhya. It is similar to a table in a relational database or a spreadsheet in Excel.

Data Analysis 340

Data Analysis Python Deep Learning Data Science 340