Big data is a huge data group that includes data of various types and formats . It consists of three elements: “volume,” “variety,” and “velocity of input/output and processing .” Big data has made it possible to accumulate unstructured data (video, voice, text, etc.) and real-time data that were previously difficult to utilize. Big data is also attracting attention as…
Data mining is now being used by many companies and has achieved great results in the fields of marketing and machine learning. However, it is not widely recognized what kind of method data mining specifically refers to. In this article, we will provide an overview of data mining and explain the benefits of data mining tools. Purpose…
Nowadays, as IT technology grows at an accelerating pace, the amount of data is increasing accordingly. Data processing using AI is essential when analyzing big data. This article presents a common understanding of big data and introduces examples of how big data can be utilized using AI. Big data overview Big data refers to huge groups of…
Data volumes are growing exponentially. According to the Ministry of Internal Affairs and Communications “ICT Kotozukuri Review Conference” report, the total amount of international digital data, which reached 1 zettabyte in 2011, is expected to reach approximately 40 zettabytes in 2020 . Such huge amounts of data are called ” big data ” and are attracting attention from various fields….
With advances in information and communication technology, the amount of data handled by companies is increasing exponentially, and big data is becoming increasingly important. Therefore, in this article, we will provide an overview of big data, as well as introduce specific usage examples and analysis methods. Companies aiming to build a data-driven management system should use this…
Data mining is a technique for finding “knowledge” such as the regularity of combinations of purchased products from large amounts of data . Data mining has been attracting attention in business in recent years, but what is the reason? In this article, we will explain the definition of data mining, the reasons why it is attracting attention in business,…
Talk to Kaggle Grandmasters In this series of interviews, we share stories with Kaggle Grandmasters and data scientists working at H2O.ai to share their journeys, inspirations, and achievements . there is These interviews are meant to motivate and encourage those who want to understand what it takes to become a Kaggle Grandmaster. In this interview, I share my interaction with Philipp…
Table of Contents Reduce costs and frustration by considering the roles of analysts, data engineers, and software engineers in data teams Don’t Hire a Data Scientist – You May Not Need It (Image Source: Nadine Shaabana on Unsplash ) people unfit for work I’ve seen it in many companies I’ve worked for or consulted with. It’s not hiring the right…
Table of Contents Company Profile / Background Event overview 2/9 program details 2/10 program details Company Profile / Background “Data Cross Conference” hosted by DATAFLUCT Co., Ltd., which aims to deliver advanced data science more easily and cheaply and “democratize data utilization” to commemorate the 3rd anniversary of its founding, will be held from Wednesday,…
It was in 2015 that a big wave called the third artificial intelligence (AI) boom was born. Six years later. During this time, the evolution of machine learning technology, centered on deep learning (DL), has progressed greatly. However, it is by no means the case that progress in the academic field, such as learning and reasoning theory,…