CIO Business Intelligence

OCTOBER 4, 2023

The enterprise edge has become a growing area of innovation as organizations increasingly understand that not every workload — particularly new edge workloads — can move to the cloud. Generating business value from this data will require significant growth in edge computing deployments.

Enterprise 125

Enterprise Cost-Benefit Manufacturing Metrics 125

O'Reilly on Data

JUNE 18, 2019

While data cleaning has long been a research topic in academia, it often has been looked at as a theoretical logic problem. Machine learning applications rely on three main components: models, data, and compute. Thus, many cutting-edge models are now available to data scientists. Models are increasingly becoming commodities.

Machine Learning 279

Machine Learning Data Quality Statistics Modeling 279

DataRobot Blog

APRIL 21, 2022

They define it as “buying” stronger results by just throwing more compute at the model. In the graph below, borrowed from the same article, you can see how some of the most cutting-edge algorithms in deep learning have increased in terms of model size over time. Here, model size is measured by the amount of floating-point operations.

Deep Learning 145

Deep Learning Machine Learning Metrics Measurement 145

Dataiku

AUGUST 19, 2020

Edge computing is becoming a hot topic these days, and Dataiku is working hard to provide solutions to deploy models on all varieties of machines and environments. This article is for MLOps engineers who are looking for easy ways of deploying models in constrained environments.

Modeling 105

Modeling 105

CIO Business Intelligence

NOVEMBER 14, 2024

Automating routine tasks for frontline employees by using technology like computer vision to identify items more accurately and verify information, electronic shelf labels, RFID to track inventory, and customer-facing robotic associates. IDC, June 2024). Karen holds a Bachelor of Arts degree from UCLA.

IT 65

IT Cost-Benefit Manufacturing Sales 65

CIO Business Intelligence

MAY 3, 2022

For this blog our topic is edge computing. A couple of decades ago, when nearly all centralized computing ran in data centers, companies began talking about how to accelerate decision-making and reduce latency issues that frustrated users (commonly referred to as the “world wide wait”). Edge, AI and the future.

Software 96

Software Internet of Things IoT Manufacturing 96

Cloudera

AUGUST 28, 2020

AI, edge computing, and cloud are three of the hottest topics in technology today – can you talk us through how they are impacting the telco industry? . That is where the value of streaming analytics, edge, and cloud is, in how businesses use this real-time data to inform decisions. .

IoT 110

IoT Machine Learning B2B Testing 110

CIO Business Intelligence

APRIL 12, 2024

With Hey GURA, a store employee can immediately call up product specs, such as the amount of hot air the PelPro Pellet Stove can move per minute, without seeking out a computer terminal. If a customer is browsing alone in the garden center, the Computer Vision AI can alert an employee with gardening expertise to meet the customer there.

Experimentation 116

Experimentation Sales Digital Transformation Machine Learning 116

CIO Business Intelligence

OCTOBER 10, 2024

Hosted in Dubai from October 14-18, GITEX will showcase cutting-edge innovations and provide a platform for global experts to discuss the latest advancements in technology. Web3 and blockchain innovation Web3 technologies, including blockchain, decentralized finance (DeFi), and digital identity systems, will be key topics.

Technology 116

Technology Digital Transformation Data Processing Machine Learning 116

Cloudera

JANUARY 20, 2021

Digital transformation is a hot topic for all markets and industries as it’s delivering value with explosive growth rates. This is the first in a six-part blog series that outlines the data journey from edge to AI and the business value data produces along the journey. Fig 1: The Enterprise Data Lifecycle.

Digital Transformation 110

Digital Transformation Manufacturing Data Warehouse Predictive Analytics 110

CIO Business Intelligence

NOVEMBER 27, 2023

On top of that, Gen AI, and the large language models (LLMs) that power it, are super-computing workloads that devour electricity.Estimates vary, but Dr. Sajjad Moazeni of the University of Washington calculates that training an LLM with 175 billion+ parameters takes a year’s worth of energy for 1,000 US households. Learn more.

Risk 132

Risk Cost-Benefit Modeling Optimization 132

Cloudera

MAY 3, 2021

Pages can be written on this topic, from addressing proof of concept scale-up planning and execution to organizational changes that are needed for successful digital transformation. data is generated – at the Edge. The business’s dilemma is balancing the need for high-performance data processing with the associated compute costs.

Cost-Benefit 103

Cost-Benefit Digital Transformation Data Lake Enterprise 103

Cloudera

FEBRUARY 8, 2021

Adding more wires and throwing more compute hardware to the problem is simply not viable considering the cost and complexities of today’s connected cars or the additional demands designed into electric cars (like battery management systems and eco-trip planning). The vehicle-to-cloud solution driving advanced use cases. challenges.

Machine Learning 108

Machine Learning Manufacturing Unstructured Data Data Collection 108

CIO Business Intelligence

SEPTEMBER 29, 2022

The computing edge has extended to people working from various ‘out of office’ locations including homes, hotels and different countries. In addition, most home computers are used by various family members. As a result, the potential for malware to become resident on home computers is increasing.”.

Management 116

Management Risk Statistics Data-driven 116

Cloudera

NOVEMBER 17, 2021

You know the one, the mathematician / statistician / computer scientist / data engineer / industry expert. In this Applied ML Prototype, we go beyond what we can achieve with a laptop, and use the Cloudera Machine Learning Workers API to spin up an on-demand Dask cluster to distribute AutoML computations. Summarize.

Machine Learning 124

Machine Learning Visualization Data Science Metrics 124

CIO Business Intelligence

DECEMBER 19, 2023

Generative AI is presenting new challenges because its vast datasets require immense computing power and storage. High-speed, low-latency networks help meet these computational demands, facilitating the fast and reliable connectivity that is crucial for AI processing. Copper is a rare earth metal and has to be mined and refined.

Manufacturing 98

Manufacturing Optimization Reporting Consulting 98

O'Reilly on Data

MARCH 31, 2020

All you need to know for now is that machine learning uses statistical techniques to give computer systems the ability to “learn” by being trained on existing data. Those cutting-edge ideas are also attractive, both to managers who don’t understand the risks and to developers who want to try something that’s really challenging.

Management 363

Management Machine Learning Experimentation Metrics 363

CIO Business Intelligence

MAY 16, 2022

The possibilities for engaging attendees, increasing revenues and improving sustainability using real-time situational awareness and insights through computer vision are nearly limitless. at the edge rather than the data center ? Additional insights can be gained by implementing computer vision from these streams.

Recreation/Entertainment 104

Recreation/Entertainment Broadcasting Cost-Benefit Advertising 104

CIO Business Intelligence

MAY 23, 2022

Data that gets created on premises (such as private financial data) or the edge (such as robotics or autonomous vehicles) can incur unwieldy storage expenses and an unnecessary speed bump in developer workflow when it needs to be moved to the cloud for training. Cloud Architecture, IT Leadership

Data Science 105

Data Science Software Modeling Strategy 105

CIO Business Intelligence

JANUARY 23, 2023

The Middle East is on the edge of a massive digital disruption. Also last year at Gitex and Gisec (Gitex event focused on cybersecurity) the topic of women in IT came to the fore, with a full-day panel exploring initiatives to close the gender gap in technology. Nowadays, only 25% of women are studying computer science.

IoT 112

IoT Strategy Cost-Benefit Digital Transformation 112

Cloudera

JANUARY 28, 2022

Customers vary widely on the topic of public cloud – what data sources, what use cases are right for public cloud deployments – beyond sandbox, experimentation efforts. Separated compute and storage for scale and agility. All in a distributed cloud model that spans multi-public, private & edge clouds. .

Slice and Dice 115

Slice and Dice Cost-Benefit Data Governance Risk 115

Cloudera

JANUARY 26, 2022

Just like the Internet, the cloud computing concept was born when the U.S. This archaic version of our internet was the first time (mainframe) computers interacted with each other. This was also the first time that users could share the same computer resource simultaneously.

Data Processing 87

Data Processing IoT Data Warehouse Cost-Benefit 87

Smart Data Collective

JUNE 14, 2022

Most organizations have large numbers of devices such as computers, laptops, servers, and other equipment that are all interconnected with one another and this network is always vulnerable to attacks. This figure is going to increase as cybercriminals become bolder. Unfortunately, fighting data breaches is easier said than done.

Risk Management 111

Risk Management Risk Enterprise Technology 111

Smart Data Collective

SEPTEMBER 26, 2021

Data is processed to generate information, which can be later used for creating better business strategies and increasing the company’s competitive edge. Data visualization, empowered by the computer, is one of the most practical tools you have at your disposal. You’re familiar with the saying “A picture is worth a thousand words”.

Metadata 130

Metadata Visualization Unstructured Data Data mining 130

CIO Business Intelligence

DECEMBER 20, 2023

Where ChatGPT got the edge was its ability to answer queries beyond my original question. Early literacy creates effective users Starting in early elementary school, computer classes were a mandatory part of the curriculum. What should I include in the body of the message? Artificial Intelligence

Technology 119

Technology Strategy Testing Software 119

Cloudera

APRIL 20, 2021

It can access data from inside the business, like ERP and asset management, outside sources, like edge devices and external assets, and correlate them for real-time predictive maintenance. A stream processing system that will allow for creating computations using these messages. How does Cloudera enable modern Streaming Analytics?

Analytics 95

Analytics Unstructured Data IoT Visualization 95

Octopai

JANUARY 31, 2021

Topics they chat about include: going serverless, data layers, and how to adapt for a “BI Lifecycle.” Among many topics, they explain how data lineage can help rectify bad data quality and improve data governance. . EWSolutions is run by data experts and consultants who help companies work on their strategy and competitive edge.

Data Governance 83

Data Governance Data Processing Data Quality Metadata 83

Cloudera

AUGUST 9, 2022

With all of the buzz around cloud computing, many companies have overlooked the importance of hybrid data. Hybrid data capabilities enable organizations to collect and store information on premises, in public or private clouds, and at the edge — without sacrificing the important analytics needed to turn that information into insight.

Data Architecture 92

Data Architecture Data Strategy Strategy Data-driven 92

Smart Data Collective

OCTOBER 24, 2021

Data security has become a vital topic of concern for consumers all over the world. Hewlett Packard has some tips on finding out if your computer has been hacked. Countless people have had to contend with the consequences of having their personal data exposed. However, if you see these signs it may already be too late.

Manufacturing 128

Manufacturing Optimization Data Collection Software 128

IBM Big Data Hub

APRIL 26, 2024

One area that has not seen much innovation is at the far edge and on constrained devices. While LLMs are knowledgeable about a wide range of topics, they are limited solely to the data on which they were trained. SLMs might even run on a single GPU chip at scale, saving thousands of dollars in annual computing costs.

Modeling 83

Modeling Data Processing Cost-Benefit Manufacturing 83

Smart Data Collective

OCTOBER 14, 2019

Apache Hadoop develops open-source software and lets developers process large amounts of data across different computers by using simple models. Machine learning is a trending field and a hot topic right now. Software businesses are using Hadoop clusters on a more regular basis now. Machine Learning.

Big Data 99

Big Data Software Data mining Prescriptive Analytics 99

Sisense

FEBRUARY 9, 2021

We’ll dig into some of the ways data informs these industries and can help these businesses improve their customer experience and gain an edge in an increasingly competitive world. Front-line workers will benefit from up-to-the-minute insights sent to where they’re working, whether it’s a point-of-sale computer or mobile device.

Data-driven 98

Data-driven B2B Marketing Reporting 98

Smart Data Collective

JULY 22, 2019

If you’re eager to deal with cryptocurrency, you have to stay on the bleeding edge of the latest topic updates. Use this double-edged sword to your advantage and check if the crypto exchange service has a sound reputation before you even venture to verify their other features. Information is the most valuable commodity.

Measurement 78

Measurement Strategy IT 78

Smart Data Collective

JULY 1, 2019

The majority of modern studies on criminal justice topics rely heavily on data analysis. And because modern machine learning techniques are opaque, even to their programmers, a computer cannot easily be made to testify about its own reasoning in the way that police officers can – in theory – be tested by judges or politicians.”

Big Data 101

Big Data Cost-Benefit Predictive Analytics Machine Learning 101

CIO Business Intelligence

AUGUST 9, 2023

It’s an appropriate takeaway for another prominent and high-stakes topic, generative AI. In generative AI, data is the fuel, storage is the fuel tank and compute is the engine. Just ask the six drivers that were leading F1 races and ran out of fuel during the final lap, crushing their chances of victory.

Unstructured Data 98

Unstructured Data Modeling Data Architecture Enterprise 98

CIO Business Intelligence

JUNE 14, 2023

If you’re looking to get an edge on a data analytics career, certification is a great option. How to prepare: An undergraduate degree and prior quantitative and introductory to computer programming coursework are required. How to prepare: No prior computer science or programming knowledge is necessary.

Big Data 127

Big Data Data Analytics Analytics Predictive Modeling 127

Cloudera

JULY 15, 2021

Nodes containing roles that do most of the compute/IO work for their corresponding services. Edge or Gateway. Edge nodes act as a gateway between the rest of the corporate network and the CDP Private Cloud cluster. In clusters of more than 200 nodes, five master nodes may be appropriate.

Data Processing 102

Data Processing Metadata Testing Management 102