Analytics Vidhya

MARCH 2, 2023

As the existence of data-driven companies is expanding, the amount of data generated and accumulated by these companies is also expanding exponentially.

Machine Learning 326

Machine Learning Data-driven Analytics Deep Learning 326

Analytics Vidhya

JUNE 27, 2020

Overview There are a plethora of data science tools out there – which one should you pick up? The post 22 Widely Used Data Science and Machine Learning Tools in 2020 appeared first on Analytics Vidhya. Here’s a list of over 20.

Machine Learning 400

Machine Learning Data Science Analytics Big Data 400

Analytics Vidhya

JUNE 26, 2023

Introduction “Data Science” and “Machine Learning” are prominent technological topics in the 25th century. They are utilized by various entities, ranging from novice computer science students to major organizations like Netflix and Amazon. appeared first on Analytics Vidhya.

Machine Learning 323

Machine Learning Data Science Big Data Measurement 323

O'Reilly on Data

DECEMBER 20, 2018

The O’Reilly Data Show Podcast: Ben Lorica looks ahead at what we can expect in 2019 in the big data landscape. For the end-of-year holiday episode of the Data Show , I turned the tables on Data Show host Ben Lorica to talk about trends in big data, machine learning, and AI, and what to look for in 2019.

Machine Learning 268

Machine Learning Data Processing Big Data 268

O'Reilly on Data

JANUARY 17, 2019

Burt and cybersecurity pioneer Daniel Geer recently released a must-read white paper (“Flat Light”) that provides a great framework for how to think about information security in the age of big data and AI. Continue reading How machine learning impacts information security.

Machine Learning 267

Machine Learning Big Data Data Science Risk 267

O'Reilly on Data

FEBRUARY 4, 2019

In a recent survey , we explored how companies were adjusting to the growing importance of machine learning and analytics, while also preparing for the explosion in the number of data sources. You can find full results from the survey in the free report “Evolving Data Infrastructure”.). Data Platforms.

Machine Learning 279

Machine Learning Enterprise IoT Big Data 279

Analytics Vidhya

NOVEMBER 18, 2019

Overview Here’s a quick introduction to building machine learning pipelines using PySpark The ability to build these machine learning pipelines is a must-have skill. The post Want to Build Machine Learning Pipelines? A Quick Introduction using PySpark appeared first on Analytics Vidhya.

Machine Learning 305

Machine Learning Analytics Big Data 305

datapine

OCTOBER 21, 2020

Big data has changed the way we manage, analyze, and leverage data across industries. One of the most notable areas where data analytics is making big changes is healthcare. In this article, we’re going to address the need for big data in healthcare and hospital big data: why and how can it help?

Big Data 364

Big Data Data Analytics Analytics Cost-Benefit 364

O'Reilly on Data

FEBRUARY 11, 2019

Highlights and use cases from companies that are building the technologies needed to sustain their use of analytics and machine learning. In a forthcoming survey, “Evolving Data Infrastructure,” we found strong interest in machine learning (ML) among respondents across geographic regions. Deep Learning.

Big Data 272

Big Data Technology Machine Learning Deep Learning 272

Analytics Vidhya

JULY 10, 2019

Overview Presenting 21 open source tools for Machine Learning you might not have come across Each open-source tool here adds a different aspect to. The post 21 Must-Know Open Source Tools for Machine Learning you Probably Aren’t Using (but should!) appeared first on Analytics Vidhya.

Machine Learning 308

Machine Learning Analytics Big Data Data Science 308

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

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

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.

Big Data 84

Big Data Measurement Visualization Machine Learning 84

Analytics Vidhya

MARCH 25, 2022

Introduction The thriving industry of Data Science is continuously evolving with the technological advancements in Machine Learning and Artificial intelligence. This has opened up whole new avenues for Data Scientists worldwide.

Data Science 349

Data Science Machine Learning Big Data Technology 349

Analytics Vidhya

FEBRUARY 3, 2022

This article was published as a part of the Data Science Blogathon. In this article, we shall discuss the upcoming innovations in the field of artificial intelligence, big data, machine learning and overall, Data Science Trends in 2022. Times change, technology improves and our lives get better.

Data Science 319

Data Science Deep Learning Big Data Machine Learning 319

datapine

MAY 14, 2019

“Big data is at the foundation of all the megatrends that are happening.” – Chris Lynch, big data expert. We live in a world saturated with data. Zettabytes of data are floating around in our digital universe, just waiting to be analyzed and explored, according to AnalyticsWeek. At present, around 2.7

Data Science 350

Data Science Machine Learning Big Data Data-driven 350

Analytics Vidhya

JULY 4, 2024

In this Leading with Data Episode, we have with us Dr. Kirk Borne, a top global influencer, data scientist, astrophysicist, and TEDx speaker. He is a thought leader in big data, AI, machine learning, and more, and is an elected Fellow of the American Astronomical Society.

Machine Learning 289

Machine Learning Big Data Technology Analytics 289

Analytics Vidhya

MARCH 8, 2022

This article was published as a part of the Data Science Blogathon. Image Source: Author Introduction Deep learning, a subset of machine learning, is undoubtedly gaining popularity due to big data.

Deep Learning 306

Deep Learning Visualization Modeling Machine Learning 306

Analytics Vidhya

APRIL 1, 2023

Introduction Google Big Query is a secure, accessible, fully-manage, pay-as-you-go, server-less, multi-cloud data warehouse Platform as a Service (PaaS) service provided by Google Cloud Platform that helps to generate useful insights from big data that will help business stakeholders in effective decision-making.

Data Warehouse 306

Data Warehouse Machine Learning Big Data Management 306

DataKitchen

APRIL 13, 2021

We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . Dagster / ElementL — A data orchestrator for machine learning, analytics, and ETL. .

Testing 300

Testing Machine Learning Consulting Data Science 300

Analytics Vidhya

JULY 14, 2023

In today’s era, organizations are equipped with advanced technologies that enable them to make data-driven decisions, thanks to the remarkable advancements in data mining and machine learning.

Data mining 271

Data mining Data-driven Machine Learning Big Data 271

Analytics Vidhya

JANUARY 3, 2022

This article was published as a part of the Data Science Blogathon. Table of Contents Introduction Machine Learning Pipeline Data Preprocessing Flow of pipeline 1. Loading data into Cloud Storage 3. Creating the Project in Google Cloud 2.

Machine Learning 380

Machine Learning Testing Data Science Publishing 380

Smart Data Collective

OCTOBER 16, 2023

This information, dubbed Big Data, has grown too large and complex for typical data processing methods. Companies want to use Big Data to improve customer service, increase profit, cut expenses, and upgrade existing processes. The influence of Big Data on business is enormous.

Big Data 124

Big Data IoT Cost-Benefit Advertising 124

Smart Data Collective

SEPTEMBER 13, 2023

Welcome to 2023, the age where screens are more than mere displays; they’re interactive communication portals, awash with data and always hungry for more. The Intersection of Display and Data Let’s first establish what we’re talking about when we mention digital signage. It’s All About the Data, Baby!

Big Data 126

Big Data Analytics Interactive Advertising 126

David Menninger's Analyst Perspectives

JANUARY 14, 2021

Organizations are always looking to improve their ability to use data and AI to gain meaningful and actionable insights into their operations, services and customer needs. But unlocking value from data requires multiple analytics workloads, data science tools and machine learning algorithms to run against the same diverse data sets.

Machine Learning 232

Machine Learning Data Governance Big Data Data Science 232

Analytics Vidhya

JUNE 10, 2024

Introduction Many contemporary technologies, especially machine learning, rely heavily on labeled data.

Machine Learning 318

Machine Learning Modeling Technology Analytics 318

CIO Business Intelligence

DECEMBER 10, 2024

Python Python is a programming language used in several fields, including data analysis, web development, software programming, scientific computing, and for building AI and machine learning models. Its widespread use in the enterprise makes it a steady entry on any in-demand skill list.

Enterprise 135

Enterprise IT Machine Learning Visualization 135

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

APRIL 9, 2023

Indian Government Set to Revolutionize Taxation Using Data Analytics The evolution of technology has proven to be beneficial for the finance industry. Predicting the future using Artificial Intelligence (AI), data analytics, and machine learning (ML).

Machine Learning 329

Machine Learning Finance Data Analytics Technology 329

Analytics Vidhya

MARCH 23, 2021

ArticleVideo Book Introduction We saw the Data Science spectrum in the previous article, Common terminologies used in Machine Learning and Artificial Intelligence, but what. The post Common Data Capturing Types and Tools appeared first on Analytics Vidhya.

Machine Learning 359

Machine Learning Data Science Analytics Big Data 359

Analytics Vidhya

NOVEMBER 25, 2022

This article was published as a part of the Data Science Blogathon. Source:pixabay.com Introduction State-of-the-art machine learning models and artificially intelligent machines are made of complex processes like adjusting hyperparameters and choosing models that provide better accuracy and the metrics that govern this behavior.

Machine Learning 328

Machine Learning Metrics Data Science Publishing 328

Analytics Vidhya

MAY 17, 2023

How can we sift through many variables to identify the most influential factors for accurate predictions in machine learning? Recursive Feature Elimination offers a compelling solution, and RFE iteratively removes less important features, creating a subset that maximizes predictive accuracy.

Machine Learning 277

Machine Learning Metrics Analytics Data Science 277

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.

Big Data 328

Big Data Data Science Publishing Data Processing 328

AWS Big Data

JANUARY 15, 2025

The following requirements were essential to decide for adopting a modern data mesh architecture: Domain-oriented ownership and data-as-a-product : EUROGATE aims to: Enable scalable and straightforward data sharing across organizational boundaries. Eliminate centralized bottlenecks and complex data pipelines.

IoT 102

IoT Machine Learning Metadata Data-driven 102

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.

Analytics 373

Analytics Predictive Analytics Dashboards Big Data 373

Analytics Vidhya

FEBRUARY 28, 2023

To achieve maximum efficiency, every company strives to use various data at every stage of its operations.

Data Science 353

Data Science Big Data Analytics IT 353

O'Reilly on Data

MARCH 20, 2019

Apply fair and private models, white-hat and forensic model debugging, and common sense to protect machine learning models from malicious actors. Like many others, I’ve known for some time that machine learning models themselves could pose security risks. Data poisoning attacks. General concerns.

Modeling 278

Modeling Machine Learning Predictive Modeling Consulting 278