Analytics Vidhya

NOVEMBER 8, 2023

In the data-driven world […] The post Monitoring Data Quality for Your Big Data Pipelines Made Easy appeared first on Analytics Vidhya. Introduction Imagine yourself in command of a sizable cargo ship sailing through hazardous waters. It is your responsibility to deliver precious cargo to its destination safely.

Data Quality 341

Data Quality Big Data Data-driven Analytics 341

David Menninger's Analyst Perspectives

OCTOBER 26, 2021

Databricks is a data engineering and analytics cloud platform built on top of Apache Spark that processes and transforms huge volumes of data and offers data exploration capabilities through machine learning models. The platform supports streaming data, SQL queries, graph processing and machine learning.

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Big Data Data Processing Machine Learning Modeling 327

Analytics Vidhya

AUGUST 9, 2024

A New Era of Big Data Processing appeared first on Analytics Vidhya. Introduction When I first started using Apache Spark, I was amazed by its easy handling of massive datasets. Now, with the release of Apache Spark 4.0 just around the corner, I’m more excited than ever.

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Big Data Data Processing Analytics IT 300

Analytics Vidhya

APRIL 26, 2022

This article was published as a part of the Data Science Blogathon. Introduction on Big Data & Hadoop The amount of data in our world is growing exponentially. quintillions of data are being generated every day. No wonder why Big Data is a fast-growing field with great opportunities […].

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Big Data Data Science Publishing Analytics 270

Analytics Vidhya

JUNE 28, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Image By fabio on Unsplash What Is Big Data? Big data is a. The post How Big Data Is Shaping HealthCare To Make It Further Affordable, Accurate & Intelligent appeared first on Analytics Vidhya.

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Big Data IT Data Science Publishing 241

Analytics Vidhya

FEBRUARY 5, 2023

Introduction In this technical era, Big Data is proven as revolutionary as it is growing unexpectedly. According to the survey reports, around 90% of the present data was generated only in the past two years. Big data is nothing but the vast volume of datasets measured in terabytes or petabytes or even more.

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Big Data Measurement Reporting Analytics 290

Analytics Vidhya

FEBRUARY 6, 2023

Introduction HDFS (Hadoop Distributed File System) is not a traditional database but a distributed file system designed to store and process big data. It provides high-throughput access to data and is optimized for […] The post A Dive into the Basics of Big Data Storage with HDFS appeared first on Analytics Vidhya.

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Big Data Optimization Analytics IT 269

Analytics Vidhya

JULY 18, 2023

Introduction In the rapidly evolving world of modern business, big data skills have emerged as indispensable for unlocking the true potential of data. This article delves into the core competencies needed to effectively navigate the realm of big data.

Big Data 271

Big Data Analytics Data mining IT 271

datapine

MAY 2, 2023

Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. The complex and ever-evolving nature of logistics makes it an essential use case for big data applications.

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Big Data Internet of Things Cost-Benefit Optimization 275

Analytics Vidhya

AUGUST 17, 2022

Introduction In this article, we will introduce you to the big data ecosystem and the role of Apache Spark in Big data. We will also cover the Distributed database system, the backbone of big data. In today’s world, data is the fuel. Almost […].

IT 302

IT Big Data Data Science Publishing 302

David Menninger's Analyst Perspectives

JANUARY 15, 2021

Traditional on-premises data processing solutions have led to a hugely complex and expensive set of data silos where IT spends more time managing the infrastructure than extracting value from the data.

IT 306

IT Data Architecture Big Data Data Processing 306

Analytics Vidhya

OCTOBER 28, 2020

The post Getting Started with Apache Hive – A Must Know Tool For all Big Data and Data Engineering Professionals appeared first on Analytics Vidhya. Overview Understand the Apache Hive architecture and its working. We will learn to do some basic operations in Apache Hive. Introduction Most of.

Big Data 270

Big Data Analytics IT 270

datapine

APRIL 14, 2022

“You can have data without information, but you cannot have information without data.” – Daniel Keys Moran. When you think of big data, you usually think of applications related to banking, healthcare analytics , or manufacturing. Download our free summary outlining the best big data examples! Discover 10.

Big Data 244

Big Data Recreation/Entertainment Analytics Data-driven 244

CIO Business Intelligence

FEBRUARY 20, 2025

Making decisions based on data To ensure that the best people end up in management positions and diverse teams are created, HR managers should rely on well-founded criteria, and big data and analytics provide these. Kastrati Nagarro The problem is that many companies still make little use of their data.

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Big Data Measurement Visualization Reporting 84

Analytics Vidhya

JULY 5, 2022

This component develops large-scale data processing using scattered and compatible algorithms in the […]. The post Learn Everything about MapReduce Architecture & its Components appeared first on Analytics Vidhya.

IT 397

IT Data Science Publishing Data Processing 397

CIO Business Intelligence

NOVEMBER 1, 2024

Several co-location centers host the remainder of the firm’s workloads, and Marsh McLennans big data centers will go away once all the workloads are moved, Beswick says. Simultaneously, major decisions were made to unify the company’s data and analytics platform.

IT 122

IT Insurance Consulting Risk 122

CIO Business Intelligence

NOVEMBER 1, 2024

Several co-location centers host the remainder of the firm’s workloads, and Marsh McLellan’s big data centers will go away once all the workloads are moved, Beswick says. Simultaneously, major decisions were made to unify the company’s data and analytics platform.

IT 105

IT Insurance Consulting Risk 105

Analytics Vidhya

FEBRUARY 28, 2023

A collaborative and interactive workspace allows users to perform big data processing and machine learning tasks easily. Introduction Azure Databricks is a fast, easy, and collaborative Apache Spark-based analytics platform that is built on top of the Microsoft Azure cloud.

Big Data 382

Big Data Machine Learning Interactive Data Processing 382

Analytics Vidhya

JUNE 26, 2023

Introduction Data is, somewhat, everything in the business world. To state the least, it is hard to imagine the world without data analysis, predictions, and well-tailored planning! 95% of C-level executives deem data integral to business strategies. appeared first on Analytics Vidhya.

Management 322

Management IT Data Integration Strategy 322

Analytics Vidhya

JUNE 9, 2022

This article was published as a part of the Data Science Blogathon. Introduction to Pyspark Spark is an open-source framework for big data processing. It was originally written in scala and later on due to increasing demand for machine learning using big data a python API of the same was released.

Machine Learning 328

Machine Learning Big Data Data Science Publishing 328

Analytics Vidhya

JUNE 2, 2022

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will introduce you to Apache Spark and its role in big data and the way it makes a big data ecosystem we will also explore Resilient Distributed Dataset (RDD) in spark. As we all have seen the growth of […].

Big Data 312

Big Data Data Science Publishing Analytics 312

Analytics Vidhya

OCTOBER 12, 2022

Introduction Since the 1970s, relational database management systems have solved the problems of storing and maintaining large volumes of structured data. With the advent of big data, several organizations realized the benefits of big data processing and started choosing solutions like Hadoop to […].

Structured Data 353

Structured Data Big Data Data Science Publishing 353

Analytics Vidhya

JUNE 24, 2022

This article was published as a part of the Data Science Blogathon. Introduction Big Data is everywhere, and it continues to be a gearing-up topic these days. And Data Ingestion is a process that assists a group or management to make sense of the ever-increasing volume and complexity of data and provide useful insights.

Big Data 354

Big Data Data Science Publishing Management 354

CIO Business Intelligence

MAY 7, 2024

When it broke onto the IT scene, Big Data was a big deal. Still, CIOs should not be too quick to consign the technologies and techniques touted during the honeymoon period (circa 2005-2015) of the Big Data Era to the dust bin of history. Data is the cement that paves the AI value road. Data is data.

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Big Data Statistics Machine Learning Data Science 131

Analytics Vidhya

FEBRUARY 15, 2023

Introduction BigQuery is a robust data warehousing and analytics solution that allows businesses to store and query large amounts of data in real time. Its importance lies in its ability to handle big data and provide insights that can inform business decisions.

Big Data 289

Big Data Analytics IT Business Analytics 289

Analytics Vidhya

APRIL 12, 2022

This article was published as a part of the Data Science Blogathon. Introduction In the last article, we discussed Apache Spark and the big data ecosystem, and we discussed the role of apache spark in data processing in big data. If you haven’t read it yet, you can find it on this page.

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Big Data Data Science Publishing Data Processing 328

Analytics Vidhya

NOVEMBER 30, 2021

Introduction to ETL ETL is a type of three-step data integration: Extraction, Transformation, Load are processing, used to combine data from multiple sources. It is commonly used to build Big Data. In this process, data is pulled (extracted) from a source system, to […].

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Big Data Data Science Data Integration Publishing 382

Smart Data Collective

SEPTEMBER 12, 2024

Big data technology has significantly changed the healthcare sector over the last few years and will continue to impact it for years to come.

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Big Data Analytics Technology IT 121

Analytics Vidhya

JULY 22, 2022

This article was published as a part of the Data Science Blogathon. Introduction The big data industry is growing daily and needs tools to process vast volumes of data. That’s why you need to know about Apache Kafka, a publish-subscribe messaging system you can use to build distributed applications.

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Big Data Publishing Data Science Analytics 336

Analytics Vidhya

APRIL 8, 2022

“The World is One Big Data Problem” – Andrew McAfee. Analytics Vidhya is back with its 19th Edition of the Data Science Blogathon which is live from TODAY! Introduction The Data Science Blogathon by Analytics Vidhya began with a simple mission: To bring together […].

Data Science 376

Data Science Big Data Analytics IT 376

Analytics Vidhya

APRIL 28, 2023

With such large-scale data production, it is essential to have a field that focuses on deriving insights from it. What is data analytics? What tools help in data analytics? How can data analytics be applied to various industries? We will be answering all these […] The post What is Data Analytics?

Data Analytics 306

Data Analytics Analytics IT Data mining 306

Analytics Vidhya

JUNE 14, 2022

Introduction Hadoop is an open-source, Java-based framework used to store and process large amounts of data. Data is stored on inexpensive asset servers that operate as clusters. Its distributed file system enables processing and tolerance of errors. Developed by Doug Cutting and Michael […].

IT 271

IT Data Science Publishing Analytics 271

Analytics Vidhya

MAY 1, 2022

Introduction Azure Synapse Analytics is a cloud-based service that combines the capabilities of enterprise data warehousing, big data, data integration, data visualization and dashboarding. The post Getting Started with Azure Synapse Analytics appeared first on Analytics Vidhya.

Analytics 373

Analytics Predictive Analytics Dashboards Big Data 373

Analytics Vidhya

AUGUST 19, 2022

Introduction AWS Glue helps Data Engineers to prepare data for other data consumers through the Extract, Transform & Load (ETL) Process. The managed service offers a simple and cost-effective method of categorizing and managing big data in an enterprise. It provides organizations with […].

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Metadata Data Science Big Data Publishing 370

Analytics Vidhya

JUNE 29, 2022

Operating under an open-source data platform called Hadoop, Apache Hive is a software application released in 2010 (October). Introduced to […]. The post Everything About Apache Hive and its Advantages! appeared first on Analytics Vidhya.

IT 271

IT Structured Data Data Science Publishing 271

Analytics Vidhya

JUNE 6, 2022

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will discuss advanced topics in hives which are required for Data-Engineering. Whenever we design a Big-data solution and execute hive queries on clusters it is the responsibility of a developer to optimize the hive queries.

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Big Data Data Science Publishing Optimization 367

Analytics Vidhya

JANUARY 7, 2022

In today’s world, data is being generated at an ever-growing pace, leading to a boom in demand for Big Data tools such as Hadoop, Pig, Spark, Hive, and many more. The tool that stands out the most is Apache Hadoop, and one of its core components is YARN. Apache Hadoop YARN, or as it is […].

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Big Data Analytics IT Data Science 317