How to count Big Data: Probabilistic data structures and algorithms
KDnuggets
AUGUST 26, 2019
Learn how probabilistic data structures and algorithms can be used for cardinality estimation in Big Data streams.
Find Out the Difference Between Big Data and Data Science!
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.
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UVA Researchers Built an AI Algorithm That Understands Physics
insideBIGDATA
MAY 29, 2023
Normally, when testing the behavior of materials under high heat or explosive conditions, researchers have to run simulation after simulation, a data-intensive process that can take days even on a supercomputer.
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10 AI Conferences in the USA (2025): Connect with Top AI and Data Minds
Data Science Dojo
FEBRUARY 13, 2025
With rapid advancements in machine learning, generative AI, and big data, 2025 is set to be a landmark year for AI discussions, breakthroughs, and collaborations. Big Data & AI World Dates: March 1013, 2025 Location: Las Vegas, Nevada In todays digital age, data is the new oil, and AI is the engine that powers it.
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Regression algorithms
Dataconomy
APRIL 29, 2025
Regression algorithms are powerful tools that help us make sense of complex data by predicting continuous numeric values based on various inputs. Whether in finance, healthcare, or environmental science, these algorithms establish relationships between variables, enabling organizations to forecast outcomes and make informed decisions.
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Big data engineering simplified: Exploring roles of distributed systems
Data Science Dojo
JULY 24, 2023
The generation and accumulation of vast amounts of data have become a defining characteristic of our world. This data, often referred to as Big Data , encompasses information from various sources, including social media interactions, online transactions, sensor data, and more. databases), semi-structured data (e.g.,
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NTT and the University of Tokyo Develop World’s First Optical Computing AI Using an Algorithm Inspired by the Human Brain
insideBIGDATA
FEBRUARY 14, 2023
NTT Corporation (President and CEO: Akira Shimada, “NTT”) and the University of Tokyo (Bunkyo-ku, Tokyo, President: Teruo Fujii) have devised a new learning algorithm inspired by the information processing of the brain that is suitable for multi-layered artificial neural networks (DNN) using analog operations.
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Understanding Big Data Visualization
Pickl AI
NOVEMBER 22, 2024
Summary: Big Data visualization involves representing large datasets graphically to reveal patterns, trends, and insights that are not easily discernible from raw data. quintillion bytes of data daily, the need for effective visualization techniques has never been greater. As we generate approximately 2.5
Big Data: The Technology Behind Retailers Success
Smart Data Collective
SEPTEMBER 7, 2021
Technologies became a crucial part of achieving success in the increasingly competitive market, including big data and analytics. Big data in retail help companies understand their customers better and provide them with more personalized offers. Big data is a not new concept, and it has been around for a while.
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Alibaba Cloud Revolutionizes Generative AI with Serverless Solutions
Analytics Vidhya
FEBRUARY 1, 2024
Introduction In a groundbreaking move, Alibaba Cloud has introduced a serverless version of its Platform for AI-Elastic Algorithm Service (PAI-EAS) at the AI & Big Data Summit in Singapore.
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5 Current Trends in Big Data for 2022 and Beyond
Smart Data Collective
DECEMBER 1, 2022
The world of big data is constantly changing and evolving, and 2021 is no different. As we look ahead to 2022, there are four key trends that organizations should be aware of when it comes to big data: cloud computing, artificial intelligence, automated streaming analytics, and edge computing.
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How AI and big data analytics are changing influencer marketing
Dataconomy
JULY 14, 2023
This evolution is currently taking a new turn with the introduction of AI tools and big data analytics to the niche. It’s just a matter of time until AI and big data analytics will be used all over, for each new influencer marketing campaign by every brand. It’s good that a lot of them can be delegated to AI.
Big Data vs. Data Science: Demystifying the Buzzwords
Pickl AI
APRIL 21, 2025
Summary: Big Data refers to the vast volumes of structured and unstructured data generated at high speed, requiring specialized tools for storage and processing. Data Science, on the other hand, uses scientific methods and algorithms to analyses this data, extract insights, and inform decisions.
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Building A Machine Learning Pipeline Using Pyspark
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.
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Big Data Drives Office Productivity into Overdrive
Smart Data Collective
DECEMBER 28, 2021
Big data is playing a massive role in countless industries. We recently interviewed many entrepreneurs to understand their big data priorities. Many offices are using big data to lift productivity. Many offices are using big data to lift productivity. Big Data is the Key to Office Productivity.
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How Big Data and AI are Revolutionizing Payments
Smart Data Collective
SEPTEMBER 30, 2021
By interpreting and analyzing the data, organizations can understand and predict trends, improve security and make data-driven decisions. In this post, we’ll explore how organizations can leverage big data and AI instruments to improve their ROI. How Big Data is changing the finance and retail scene.
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UK regulators are calling for views on algorithmic processing and auditing
Dataconomy
MAY 6, 2022
The UK’s digital watchdogs are seeking views on algorithmic processing and auditing, as well as areas of common interest between the organizations, in order to simplify and shape future cooperation.
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Big Data Analytics in eLearning: Aspects Everyone Should Know
Smart Data Collective
DECEMBER 13, 2022
Experts assert that one of the leverages big businesses enjoy is using data to re-enforce the monopoly they have in the market. Big data is large chunks of information that cannot be dealt with by traditional data processing software. Big data analytics is finding applications in eLearning.
4 Wonderful Ways to Use Big Data in Local SEO Marketing
Smart Data Collective
DECEMBER 29, 2021
Big data has become a very important part of modern business. Companies are using big data technology to improve their human resources, financial management and marketing strategies. Digital marketing , in particular, is very dependent on big data. Local SEO Strategies Must Utilize Data.
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Why Data Scientists Must Be Able to Explain Their Algorithms
Dataconomy
MARCH 5, 2020
They can’t do any of these things if it’s all one big mystery they don’t understand. The post Why Data Scientists Must Be Able to Explain Their Algorithms appeared first on Dataconomy. That means they need to understand what you’ve created, how it works, and what its limitations are. I’m afraid.
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Startups Must Take Advantage of Big Data to Gain a Competitive Edge
Smart Data Collective
DECEMBER 22, 2021
Big data technology is one of the most important forms of technology that new startups must use to gain a competitive edge. The success of your startup might depend on your ability to use big data to your full advantage. The right data strategy can help your startup become profitable.
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Team Led by UMass Amherst Debunks Research Showing Facebook’s News-Feed Algorithm Curbs Election Misinformation
insideBIGDATA
OCTOBER 2, 2024
An interdisciplinary team of researchers led by the University of Massachusetts Amherst recently published work in the prestigious journal Science calling into question the conclusions of a widely reported study — published in Science in 2023 and funded by Meta — finding the social platform’s algorithms successfully filtered out untrustworthy news (..)
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IBM Launches Its Most Advanced Quantum Computers, Fueling New Scientific Value and Progress towards Quantum Advantage
insideBIGDATA
NOVEMBER 15, 2024
IBM (NYSE: IBM) announced quantum hardware and software advancements to execute complex algorithms on IBM quantum computers with record levels of scale, speed, and accuracy.
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Best Ways to Integrate Big Data into Your Business
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.
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6 Tremendous Benefits of Big Data for Financial Management
Smart Data Collective
FEBRUARY 20, 2022
More companies are investing in big data than ever these days. One survey published on CIO found that less than a third of companies have reported that big data has buy-in from top executives. If you are running a business that has not yet adapted a data strategy, you should keep reading.
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Top 10 Big Data CRM Tools To Increase Business Sales
Smart Data Collective
JULY 20, 2021
Big data technology is incredibly important in modern business. One of the most important applications of big data is with building relationships with customers. These software tools rely on sophisticated big data algorithms and allow companies to boost their sales, business productivity and customer retention.
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Big Data – Lambda or Kappa Architecture?
Data Science Blog
JUNE 27, 2023
Big Data Analytics stands apart from conventional data processing in its fundamental nature. In the realm of Big Data, there are two prominent architectural concepts that perplex companies embarking on the construction or restructuring of their Big Data platform: Lambda architecture or Kappa architecture.
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The Role of Big Data in Optimizing Rainwater Harvesting for Irrigation
Data Science Connect
JULY 24, 2023
In the realm of agriculture, harnessing the power of big data has emerged as a transformative force, revolutionizing traditional farming practices. One area where big data is making significant strides is in optimizing rainwater harvesting for irrigation purposes. This is where big data steps in to bridge the gap.
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12 Jobs That Are Booming in the Age of Big Data
Smart Data Collective
JANUARY 27, 2022
Did you know that big data consumption increased 5,000% between 2010 and 2020 ? Big data technology is changing countless aspects of our lives. A growing number of careers are predicated on the use of data analytics, AI and similar technologies. This should come as no surprise. Genetic Engineer. Food Technologist.
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Can AI and big data help your chances at an online casino?
Dataconomy
OCTOBER 4, 2023
The online casino market has witnessed profound changes in the last few years, thanks to the increased accessibility of innovative technologies like big data and artificial intelligence. This article looks at how artificial intelligence and big data can help players improve their chances in real money casinos online.
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How Big Data Analytics & AI Combined can Boost Performance Immensely
Smart Data Collective
MAY 8, 2022
Big data, analytics, and AI all have a relationship with each other. For example, big data analytics leverages AI for enhanced data analysis. In contrast, AI needs a large amount of data to improve the decision-making process. What is the relationship between big data analytics and AI?
5 Advanced Identity Theft Protection Tips in the Big Data Era
Smart Data Collective
AUGUST 22, 2021
There are a lot of great things about living in an era governed by big data. Big data creates a lot of new opportunities in business and our personal lives. However, there are also downsides to the sudden influx of data in the 21st Century. Here, are some advanced identity theft protection tips & tricks.
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The Power of Big Data and Analytics in Digital Signage
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!
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5 Setmore Alternatives that Use Big Data to Manage Appointments
Smart Data Collective
JULY 27, 2022
Big data technology has helped businesses improve efficiency in many important ways. Many companies are using big data to streamline many different aspects of their business. They can use data-driven appointment management tools to make this process easier than ever. Book Like a Boss. If you are using vyte.in
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Big Data Creates Many Great Opportunities With Sales Automation
Smart Data Collective
MAY 19, 2022
Big data technology is incredibly important in many aspects of modern business. The sales profession is one of the areas most affected by data. There are many ways that big data is helping companies improve sales. Big Data is Helping Improve Sales Processes Via Automation. Companies spent $2.8
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Big Data Leads to the Possibility of a Cashless Society
Smart Data Collective
JUNE 22, 2022
The financial sector is among the industries most affected by developments in big data. This market doesn’t seem to even include a number of new services financial institutions use that rely on big data. Big Data Change the Future of Payment Processing for Small Businesses. That rose to 19% by 2018.
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Remote Data Science Jobs: 5 High-Demand Roles for Career Growth
Data Science Dojo
OCTOBER 31, 2024
Research Data Scientist Description : Research Data Scientists are responsible for creating and testing experimental models and algorithms. With the continuous growth in AI, demand for remote data science jobs is set to rise. Familiarity with machine learning, algorithms, and statistical modeling.
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What is the Difference Between Data Science and Machine Learning?
Analytics Vidhya
JUNE 26, 2023
Introduction “Data Science” and “Machine Learning” are prominent technological topics in the 25th century. The surge of Big Data has ushered in a new era, where businesses grapple with massive amounts of data measured in petabytes […] The post What is the Difference Between Data Science and Machine Learning?
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Agile Technology and Big Data Improve the State of Cybersecurity
Smart Data Collective
AUGUST 9, 2022
The risk of data breaches is rising sharply. Big data technology is becoming more important in the field of cybersecurity. Cybersecurity experts are using data analytics and AI to identify warning signs that a firewall has been penetrated, conduct risk scoring analyses and perform automated cybersecurity measures.
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Book Excerpt: Data, Technology, and Algorithms
insideBIGDATA
MAY 13, 2024
The following book excerpt is by Cristina Alaimo and Jannis Kallinikos, leading scholars working at the intersection of information systems and organizational studies and co-authors of DATA RULES: Reinventing the Market Economy (MIT Press; June 4, 2024).
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Technical Analysis is Changing Quickly in the Era of Big Data
Smart Data Collective
JULY 16, 2023
Big data technology has undoubtedly changed the financial industry in extraordinary ways. We usually talk about the benefits of big data from the perspective of financial institutions such as hedge fund managers, insurance companies and banks. It will play an even more important role in the future.
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Small Businesses Use Big Data to Offset Risk During Economic Uncertainty
Smart Data Collective
MARCH 2, 2023
Big data technology used to be a luxury for small business owners. In 2023, big data Is no longer a luxury. One survey from March 2020 showed that 67% of small businesses spend at least $10,000 every year on data analytics technology. Patil and other experts argue that big data can help them with this.
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Target function
Dataconomy
MARCH 11, 2025
The concept of a target function is an essential building block in the realm of machine learning, influencing how algorithms interpret data and make predictions. By serving as a guide, the target function enables AI systems to forecast outcomes based on training data. Input (I): The data fed into the algorithm for analysis.
Learn Everything about MapReduce Architecture & its Components
Analytics Vidhya
JULY 5, 2022
This component develops large-scale data processing using scattered and compatible algorithms in the […]. Other components of Apache Hadoop include Hadoop Distributed File System (HDFS), Yarn, and Apache Pig. The post Learn Everything about MapReduce Architecture & its Components appeared first on Analytics Vidhya.
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