Analytics Vidhya

NOVEMBER 23, 2024

Handling missing data is one of the most common challenges in data analysis and machine learning. Missing values can arise for various reasons, such as errors in data collection, manual omissions, or even the natural absence of information. appeared first on Analytics Vidhya.

Predictive Modeling 208

Predictive Modeling Machine Learning Data Collection Modeling 208

CIO Business Intelligence

DECEMBER 6, 2024

Data warehousing, business intelligence, data analytics, and AI services are all coming together under one roof at Amazon Web Services. It combines SQL analytics, data processing, AI development, data streaming, business intelligence, and search analytics.

Data Analytics 122

Data Analytics Analytics Data Lake Data Warehouse 122

Analytics Vidhya

APRIL 14, 2025

One such booming new career path is that of a […] The post Generative AI Data Scientist: A Booming New Job Role appeared first on Analytics Vidhya. The rise of tools like ChatGPT, AI-powered copilots, and custom AI agents across industries, has led to the emergence of a bunch of new roles and teams in organizations.

Experimentation 281

Experimentation Enterprise Analytics 281

CIO Business Intelligence

OCTOBER 30, 2024

Enter Gen AI, a transformative force reshaping digital experience analytics (DXA). Gen AI allows organizations to unlock deeper insights and act on them with unprecedented speed by automating the collection and analysis of user data. As Gen AI continues to evolve, its role in digital experience analytics will only grow.

Analytics 128

Analytics Metrics Optimization Interactive 128

Analytics Vidhya

DECEMBER 1, 2024

Data science has emerged as one of the most impactful fields in technology, transforming industries and driving innovation across the globe. Python’s dominance in the data science landscape is largely attributed to its rich […] The post Top 20 Python Libraries for Data Science Professionals appeared first on Analytics Vidhya.

Data Science 222

Data Science Technology Analytics IT 222

Analytics Vidhya

NOVEMBER 28, 2024

In today’s data-driven world, organizations rely on data analysts to interpret complex datasets, uncover actionable insights, and drive decision-making. Enter the Data Analysis Agent, to automate analytical tasks, execute code, and adaptively respond to data queries.

Data-driven 208

Data-driven Analytics 208

AWS Big Data

DECEMBER 4, 2024

This week on the keynote stages at AWS re:Invent 2024, you heard from Matt Garman, CEO, AWS, and Swami Sivasubramanian, VP of AI and Data, AWS, speak about the next generation of Amazon SageMaker , the center for all of your data, analytics, and AI. The relationship between analytics and AI is rapidly evolving.

Data Analytics 104

Data Analytics Analytics Data Lake Data Quality 104

Analytics Vidhya

DECEMBER 17, 2024

What sets Phi-4 apart from its predecessors and other models is its innovative approach to […] The post Phi-4: Redefining Language Models with Synthetic Data appeared first on Analytics Vidhya. One such breakthrough in AI is Phi-4, a 14-billion parameter model developed by Microsoft Research.

Modeling 208

Modeling Analytics IT 208

AWS Big Data

JANUARY 6, 2025

Google Analytics 4 (GA4) provides valuable insights into user behavior across websites and apps. But what if you need to combine GA4 data with other sources or perform deeper analysis? It also helps you securely access your data in operational databases, data lakes, or third-party datasets with minimal movement or copying of data.

Analytics 98

Analytics Data Warehouse Big Data Metrics 98

AWS Big Data

OCTOBER 30, 2024

Amazon DataZone is a data management service that makes it faster and easier for customers to catalog, discover, share, and govern data stored across AWS, on premises, and from third-party sources. Using Amazon DataZone lets us avoid building and maintaining an in-house platform, allowing our developers to focus on tailored solutions.

Analytics 119

Analytics Visualization Data Governance Data-driven 119

Analytics Vidhya

DECEMBER 30, 2024

What will data engineering look like in 2025? How will generative AI shape the tools and processes Data Engineers rely on today? As the field evolves, Data Engineers are stepping into a future where innovation and efficiency take center stage.

Management 207

Management Analytics 207

DataKitchen

NOVEMBER 5, 2024

The Race For Data Quality In A Medallion Architecture The Medallion architecture pattern is gaining traction among data teams. It is a layered approach to managing and transforming data. By systematically moving data through these layers, the Medallion architecture enhances the data structure in a data lakehouse environment.

Data Quality 195

Data Quality Testing Metrics Reporting 195

Analytics Vidhya

JANUARY 8, 2025

A large number of high-level decisions and subsequent actions are based on the data analysis modern economies cannot exist without. Regardless of whether you are yet to get your first Data Analyst Interview Questions or you are keen on revising your skills in the job market, the process of learning can be rather challenging.

Marketing 208

Marketing Analytics 208

Analytics Vidhya

APRIL 22, 2025

Data preprocessing remains crucial for machine learning success, yet real-world datasets often contain errors. Data preprocessing using Cleanlab provides an efficient solution, leveraging its Python package to implement confident learning algorithms. appeared first on Analytics Vidhya.

Machine Learning 161

Machine Learning Statistics Analytics IT 161

AWS Big Data

MARCH 13, 2025

At AWS re:Invent 2024, we announced the next generation of Amazon SageMaker , the center for all your data, analytics, and AI. It enables teams to securely find, prepare, and collaborate on data assets and build analytics and AI applications through a single experience, accelerating the path from data to value.

Analytics 113

Analytics Data Lake Data Warehouse Data-driven 113

David Menninger's Analyst Perspectives

JANUARY 15, 2025

One of the points that I look at is whether and to what extent the software provider offers out-of-the-box external data useful for forecasting, planning, analysis and evaluation. Until recently, it was adequate for organizations to regard external data as a nice to have item, but that is no longer the case.

Predictive Modeling 130

Predictive Modeling Forecasting Predictive Analytics Statistics 130

Analytics Vidhya

JANUARY 21, 2025

In the world of data science, efficiency is paramount. If youve ever found yourself waiting endlessly for Pandas to […] The post Say Goodbye to Slow Data: FireDucks is 125x Faster Than Pandas appeared first on Analytics Vidhya.

Data Science 207

Data Science Analytics 207

AWS Big Data

NOVEMBER 27, 2024

While customers can perform some basic analysis within their operational or transactional databases, many still need to build custom data pipelines that use batch or streaming jobs to extract, transform, and load (ETL) data into their data warehouse for more comprehensive analysis. or a later version) database.

Data Warehouse 110

Data Warehouse Analytics Testing Sales 110

Analytics Vidhya

JANUARY 3, 2025

You have heard the famous quote “Data is the new Oil” by British mathematician Clive Humby it is the most influential quote that describes the importance of data in the 21st century but, after the explosive development of the Large Language Model and its training what we don’t have right is the data.

Modeling 224

Modeling Analytics IT 224

Analytics Vidhya

APRIL 4, 2025

Until recently, training AI for Minecraft needed lots of human data and custom […] The post Google’s DeepMind Masters Minecraft Without Human Data appeared first on Analytics Vidhya. It is a game where players explore, mine, build, and craft with the goal of finding rare diamonds.

Analytics 171

Analytics IT 171

Analytics Vidhya

SEPTEMBER 23, 2023

Introduction Are you eager to dive into data science and sharpen your skills? This article will explore five exciting data science projects with step-by-step solutions. Look no further!

Data Science 433

Data Science Analytics 433

Analytics Vidhya

FEBRUARY 10, 2024

Introduction Data Science is everywhere in the 21st century and has emerged as an innovative field. But what exactly is Data Science? And why should one consider specializing in it? This blog post aims to answer these questions and more.

Data Science 357

Data Science Analytics IT Machine Learning 357

Analytics Vidhya

AUGUST 8, 2024

Introduction Envision a reality where data is not just an array of figures but a tool that serves as the blueprint for all management decisions. In this ever-changing environment, the data analyst becomes crucial. They convert raw data into usable analysis.

Optimization 306

Optimization Strategy Technology Management 306

Analytics Vidhya

JULY 9, 2024

Netflix employs sophisticated data strategies to ensure it’s tough to hit the stop button once you start watching, or you can say Netflix uses Data Science. Yep, your weekend binge […] The post Behind the Screen: How Netflix Uses Data Science? appeared first on Analytics Vidhya. That’s no coincidence.

Data Science 336

Data Science Data Strategy Strategy Analytics 336

Analytics Vidhya

JUNE 23, 2024

Introduction Data Science deals with finding patterns in a large collection of data. For that, we need to compare, sort, and cluster various data points within the unstructured data. Similarity and dissimilarity measures are crucial in data science, to compare and quantify how similar the data points are.

Measurement 349

Measurement Data Science Unstructured Data Analytics 349

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? appeared first on Analytics Vidhya.

Statistics 319

Statistics Marketing Analytics IT 319

Analytics Vidhya

JULY 18, 2024

Hackathons are now the new way for companies to find the best data professionals. These intense coding competitions bring together talented folks to tackle tricky problems. It’s a chance to show off your skills and think outside the box under friendly pressure.

Analytics 364

Analytics IT Data Science 364

Analytics Vidhya

JULY 11, 2024

Introduction Data science is one of the professions in high demand nowadays due to the growing focus on analyzing big data. Hypothesis and conclusion-making from data broadly involve technical and non-technical skills in the interdisciplinary field of data science.

Data Science 352

Data Science Big Data Analytics 352

CIO Business Intelligence

DECEMBER 11, 2024

In todays economy, as the saying goes, data is the new gold a valuable asset from a financial standpoint. A similar transformation has occurred with data. More than 20 years ago, data within organizations was like scattered rocks on early Earth.

Management 111

Management Data Governance Data Science Reporting 111

CIO Business Intelligence

APRIL 24, 2025

Enterprises worldwide are harboring massive amounts of data. Although data has always accumulated naturally, the result of ever-growing consumer and business activity, data growth is expanding exponentially, opening opportunities for organizations to monetize unprecedented amounts of information.

Data-driven 134

Data-driven Marketing Risk Sales 134