Analytics Vidhya

MAY 27, 2022

Every time you put on a dog filter, watch cat videos or order food from your favourite restaurant, you generate data. Imagine how much data millions of other people are doing the […]. The post An Introduction to Hadoop Ecosystem for Big Data appeared first on Analytics Vidhya.

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Analytics Vidhya

JUNE 19, 2023

the world’s leading memory chip manufacturer, is set to revolutionize its chipmaking process using cutting-edge artificial intelligence (AI) and big data technology. Samsung Electronics Co.,

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Big Data Manufacturing Technology Analytics 349

Analytics Vidhya

AUGUST 30, 2022

Whether you’re a small company or a trillion-dollar giant, data makes the decision. But as data ecosystems become more complex, it’s important to have the right tools for the […]. The post Learn Presto & Startburst for Big Data Analysis appeared first on Analytics Vidhya.

Big Data 336

Big Data Data Science Publishing Management 336

Analytics Vidhya

APRIL 19, 2023

As our world becomes increasingly data-driven, the combination of Big Data and Data Science promises exciting new opportunities and breakthroughs in various fields. Big Data vs Data Science can be confusing owing to their operations on data. appeared first on Analytics Vidhya.

Big Data 335

Big Data Data Science Data-driven Analytics 335

Analytics Vidhya

JANUARY 31, 2023

Introduction Big data is revolutionizing the healthcare industry and changing how we think about patient care. In this case, big data refers to the vast amounts of data generated by healthcare systems and patients, including electronic health records, claims data, and patient-generated data.

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Big Data Management Analytics 319

Analytics Vidhya

NOVEMBER 11, 2020

This article was published as a part of the Data Science Blogathon. Overview With the demand for big data and machine learning, this article. The post Introduction to Spark MLlib for Big Data and Machine Learning appeared first on Analytics Vidhya.

Machine Learning 349

Machine Learning Big Data Data Science Publishing 349

Analytics Vidhya

FEBRUARY 23, 2023

Introduction Big Data is a large and complex dataset generated by various sources and grows exponentially. It is so extensive and diverse that traditional data processing methods cannot handle it. The volume, velocity, and variety of Big Data can make it difficult to process and analyze.

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Big Data Data Processing Analytics IT 318

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. Determine success by the precision of your charts, the equipment’s dependability, and your crew’s expertise. A single mistake, glitch, or slip-up could endanger the trip.

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. This latest update promises to be a game-changer, packed with powerful new features, remarkable performance boosts, and improvements that make […] The post Apache Spark 4.0:

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Analytics Vidhya

MAY 31, 2022

This article was published as a part of the Data Science Blogathon. Introduction to Big Data File Formats In the digital era, every day we generate thousands of terabytes of data. The most challenging task is to store and process this data.

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Big Data Data Science Publishing Analytics 271

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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Analytics Vidhya

AUGUST 31, 2022

The need to maximize company efficiency and profitability has led the world to leverage data as a powerful tool. Data is reusable, everywhere, replicable, easily transferable, and […]. The post Why Big Data needs to become Smart Data? appeared first on Analytics Vidhya.

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Big Data Data Science Publishing Optimization 290

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.

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Big Data Analytics Data mining IT 271

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 12, 2023

Best Big Data Softwares - Apache Hadoop, Apache Spark, apache Kafka, Apache Storm, Apache Cassandra, Apache Hive, zoho & more.

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Big Data Software Unstructured Data Data Analytics 266

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

JULY 29, 2022

This article was published as a part of the Data Science Blogathon. Introduction One of the sources of Big Data is the traditional application management system or the interaction of applications with relational databases using RDBMS. Big Data storage and analysis […].

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Big Data Data Science Interactive Publishing 399

Analytics Vidhya

JULY 25, 2022

This article was published as a part of the Data Science Blogathon. Introduction Apache Sqoop is a big data engine for transferring data between Hadoop and relational database servers. Sqoop transfers data from RDBMS (Relational Database Management System) such as MySQL and Oracle to HDFS (Hadoop Distributed File System).

Big Data 353

Big Data Data Science Publishing Management 353

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.

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Big Data Machine Learning Interactive Data Processing 382

Analytics Vidhya

MAY 30, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Big data is the collection of data that is vast. The post Integration of Python with Hadoop and Spark appeared first on Analytics Vidhya.

Big Data 367

Big Data Data Science Publishing Analytics 367

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

AUGUST 17, 2022

This article was published as a part of the Data Science Blogathon. 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.

IT 302

IT Big Data Data Science Publishing 302

AWS Big Data

NOVEMBER 27, 2024

aimed to address these issues, providing more flexibility and cost-effectiveness in big data processing across various storage tiers. In this post, we demonstrate how to set up and use Amazon EMR on EC2 with S3 Glacier for cost-effective data processing. He has been focusing in the big data analytics space since 2013.

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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 […].

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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

OCTOBER 24, 2020

This article was published as a part of the Data Science Blogathon. Introduction In today’s era of Big data and IoT, we are easily. The post A comprehensive guide to Feature Selection using Wrapper methods in Python appeared first on Analytics Vidhya.

IoT 398

IoT Big Data Data Science Publishing 398

David Menninger's Analyst Perspectives

NOVEMBER 13, 2020

A data lake is a centralized repository designed to house big data in structured, semi-structured and unstructured form. I have been covering the data lake topic for several years and encourage you to check out an earlier perspective called Data Lakes: Safe Way to Swim in Big Data? for background.

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Data Lake Big Data Data Governance Technology 352

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

Analytics Vidhya

OCTOBER 7, 2022

Introduction With the increasing use of technology, data accumulation is faster than ever due to connected smart devices. These devices continuously collect and transmit data that can be processed, transformed, and stored for later use. This collected data, known as big data, holds valuable […].

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Big Data Data Science Publishing Technology 400

Analytics Vidhya

OCTOBER 10, 2022

This article was published as a part of the Data Science Blogathon. Introduction A key aspect of big data is data frames. However, Spark is more suited to handling scaled distributed data, whereas Pandas is not. Pandas and Spark are two of the most popular types. What […].

Data Science 395

Data Science Big Data Publishing Analytics 395

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.

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Big Data Analytics IT Business Analytics 289

Analytics Vidhya

DECEMBER 28, 2023

Introduction In big data processing and analytics, choosing the right tool is paramount for efficiently extracting meaningful insights from vast datasets. Both are designed to handle large-scale data processing efficiently, yet they have distinct features and use cases.

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Big Data Data Processing Analytics Data Science 304

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

DECEMBER 12, 2023

Introduction The field of data science is evolving rapidly, and staying ahead of the curve requires leveraging the latest and most powerful tools available. In 2024, data scientists have a plethora of options to choose from, catering to various aspects of their work, including programming, big data, AI, visualization, and more.

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