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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Big Data Data Science Publishing Analytics 376

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.

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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

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.

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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.

Big Data 327

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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Big Data Data Processing Analytics IT 300

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

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

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. Big data and analytics provide valuable support in this regard.

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Big Data Measurement Visualization Machine Learning 84

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).

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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.

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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

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

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.

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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

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.

Data Science 328

Data Science Big Data Visualization Analytics 328

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

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

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 […].

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Data Science Big Data Analytics IT 376

Analytics Vidhya

MAY 1, 2022

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

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Analytics Predictive Analytics Dashboards Big Data 373