CIO Business Intelligence

APRIL 9, 2024

Previously head of cybersecurity at Ingersoll-Rand, Melby started developing neural networks and machine learning models more than a decade ago. I was literally just waiting for commercial availability [of LLMs] but [services] like Azure Machine Learning made it so you could easily apply it to your data.

Digital Transformation 92

Digital Transformation Machine Learning Data Lake Software 92

Decision Management Solutions

AUGUST 20, 2021

Charlotte Dekeyrel will be presenting “How Decision Modeling Reduces Complexity in Regulated Industries.” Other topics at the event will include: decision microservices, decision explanation, testing, and execution, business rules discovery, and decision optimization. We hope you can join us!

Management 52

Management Data Processing Machine Learning Optimization 52

Rocket-Powered Data Science

JUNE 17, 2022

For example, I wrote this in 2021: “Observability emerged as one of the hottest and (for me) most exciting developments of the year. Explore and test-drive it (with a free trial) here. I have written and spoken frequently and passionately about Observability in the past couple of years. Reference ) Splunk Enterprise 9.0

Machine Learning 237

Machine Learning Recreation/Entertainment Risk Business Objectives 237

DataRobot

JUNE 29, 2021

Those who watched the vision presentation at the recent AI Experience 2021 event might have noticed that we quietly announced a new MLOps feature called Continuous AI. Well, just imagine a production machine learning model that always stays accurate after it’s deployed—all by itself. Why do I think this?

Machine Learning 80

Machine Learning Data Processing Forecasting Modeling 80

CIO Business Intelligence

MARCH 15, 2022

Synthetic data is artificially generated information that can be used in place of real historic data to train AI models when actual data sets are lacking in quality, volume, or variety. Many models will decide that the most successful policy will be to label every transaction as non-fraudulent.”. Synthetic data use cases.

Strategy 145

Strategy Testing Modeling Sales 145

CIO Business Intelligence

MARCH 30, 2022

For organizations looking to move beyond stale reports, decision intelligence holds promise, giving them the ability to process large amounts of data with a sophisticated mix of tools such as artificial intelligence and machine learning to transform data dashboards and business analytics into more comprehensive decision support platforms.

Machine Learning 144

Machine Learning Testing Risk Data-driven 144

CIO Business Intelligence

MARCH 15, 2022

As the end of 2021 approached, the process of digital acceleration remains in a world turned upside down by a lingering global pandemic. The focal point of the Zero T rust model is that enterprise data needs to be protected at all costs. That said, enjoy reading about what we anticipate you can expect in FY’22!

Software 98

Software Cost-Benefit Digital Transformation Enterprise 98

CIO Business Intelligence

AUGUST 25, 2023

To address these issues, Proctor & Gamble worked closely with Microsoft to deploy Microsoft’s IoT and Edge analytics platform, its Azure cloud for manufacturing, and its IoT sensors, edge analytics, and machine learning models. Even if there were, they would need break time. So that’s where the project idea came from.”

Predictive Analytics 98

Predictive Analytics IoT Manufacturing Analytics 98

CIO Business Intelligence

JUNE 23, 2022

So the computer vision system had to take a two-dimensional image and translate it into a three-dimensional model. “We So few images were required because computer vision is a relatively mature area of artificial intelligence, with many pre-trained models. To train the system, employees walked with cell phones and took videos.

Manufacturing 145

Manufacturing Machine Learning Testing Marketing 145

Smart Data Collective

MAY 10, 2022

According to fraud detection firm Feedzai, banking fraud attempts soared 159% from the final three months of 2020 to the first quarter of 2021, with the majority performed online. billion to bank fraud in 2021 , up 70% from 2020. If the AI model detects any, it can flag them for further investigation or automatically halt them.

Marketing 110

Marketing Technology Insurance Machine Learning 110

Cloudera

DECEMBER 11, 2020

Insurance and finance are two industries that rely on measuring risk with historical data models. To facilitate risk modeling in this new normal, agility and flexibility is required. This will only become more important as we move into 2021 and a post-pandemic new normal. Data Variety. What if 2020 is an anomaly?

Insurance 92

Insurance Digital Transformation Unstructured Data Machine Learning 92

DataKitchen

APRIL 13, 2021

Download the 2021 DataOps Vendor Landscape here. DataOps is a hot topic in 2021. Testing and Data Observability. 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. .

Testing 300

Testing Machine Learning Consulting Data Quality 300

Cloudera

FEBRUARY 4, 2021

Financial services institutions need the ability to analyze and act on massive volumes of data from diverse sources in order to monitor, model, and manage risk across the enterprise. They need a comprehensive data and analytics platform to model risk exposures on-demand. Risk management and models in a COVID-19 world.

Risk 86

Risk Marketing Technology Management 86

CIO Business Intelligence

SEPTEMBER 18, 2023

Since the platform, dubbed Network Alpha Factory, launched in December 2021, Verizon has migrated a high volume of consumers and businesses to 5G, Singh says. It includes bots for performing network element testing and reduces the need for physical trips to customers sites. The usage on the network is growing at a very fast pace.”

Data mining 100

Data mining Testing Metadata Enterprise 100

CIO Business Intelligence

SEPTEMBER 14, 2022

Demand has increased so much that IT job postings in manufacturing doubled between May 2021 and 2022, according to Dice.com, with increased demand for skills such as agile development, Python, software development, automation, C++, SQL, and Java, among others.

Manufacturing 116

Manufacturing IT Software Digital Transformation 116

CIO Business Intelligence

JANUARY 26, 2024

Three years ago, Ford reorganized its cloud-first, SDV manufacturing organization into three interconnected though separate business units: Ford Pro, for commercial customers; Model-E, for electric vehicles; and Blue, for traditional customers and vehicles employing all engine types.

IoT 115

IoT Manufacturing Digital Transformation Internet of Things 115

Smart Data Collective

NOVEMBER 18, 2021

This is just the beginning of a new era of the manufacturing industry as machine learning and AI become more important. The process became much easier after new advances in machine learning emerged. Space wants to be the initial firm that launches its first 3d typography rocket into orbit by early 2021.

Manufacturing 114

Manufacturing Cost-Benefit Machine Learning Business Intelligence 114

Cloudera

APRIL 6, 2022

25 2021 on a mission to look at the early universe, at exoplanets, and at other objects of celestial interest. “So far, our data is matching our models and expectations,” Feinberg added. This e-learning allows lots of folks to assist with the AI. This blog post was written by Elizabeth Howell, Ph.D

Big Data 98

Big Data Machine Learning Insurance Data Processing 98

IBM Big Data Hub

JULY 11, 2023

According to Statista , the artificial intelligence (AI) healthcare market, valued at $11 billion in 2021, is projected to be worth $187 billion in 2030. In some instances, such as identifying cardiomegaly in chest X-rays, they found that a hybrid human-AI model produced the best results.

Deep Learning 59

Deep Learning Cost-Benefit Insurance Machine Learning 59

Smart Data Collective

MARCH 23, 2020

With the help of data mining and machine learning, it is now possible to find the connections between seemingly disparate pieces of information. billion in 2021. They can even create models that predict what users will do after an update or a patch is released. PC gaming isn’t going to give up its position either.

Big Data 103

Big Data Recreation/Entertainment Data mining Optimization 103

Smart Data Collective

MARCH 23, 2022

The ADA is modeled after the Civil Rights Act of 1964 in that it ensures that people with mental or physical disabilities are not discriminated against in the workplace while purchasing goods and services and when participating in state and local government programs and services. Morris points out that AI helps with automated testing.

Cost-Benefit 101

Cost-Benefit Data mining Sales Testing 101

DataRobot

MAY 14, 2021

In 2021, we are embracing the code-first data scientist. This unlocks our world-class blueprints and allows advanced data scientists to customize and extend our automated capabilities with their own code to create new models that are explainable, trusted, and have a clear pathway to production through our MLOps product.

Data-driven 59

Data-driven Machine Learning Modeling Data Science 59

Rita Sallam

APRIL 2, 2023

The first featured analytics and BI platform Gartner Magic Quadrant leaders while the other showcased high interest data science and machine learning platforms. In 2021, we explored vaccine effectiveness and inequity using global vaccine data. Here is the link to Alteryx’s Data Science and Machine Learning Bake-Off video.

Optimization 52

Optimization Machine Learning Insurance Risk 52

CIO Business Intelligence

MAY 17, 2022

In particular, the company has low confidence in its ability to address fundamental problems with machine learning and AI applications, according to the document. If a correlation uncovered by the algorithm is weak, doctors might be subjecting patients to unnecessary tests that would be a waste of time and money for the hospital.

Risk 143

Risk Consulting Machine Learning Data Science 143

CIO Business Intelligence

JUNE 13, 2022

1 priority within the CIO function is cybersecurity strategies, up from the second spot in 2021. That initiative includes technology upgrades such as API integration layers for greater, more agile access to data and a culture change encouraging more innovation by “testing hypotheses” using data.

IT 144

IT Digital Transformation Strategy Internet of Things 144

CIO Business Intelligence

APRIL 7, 2023

Before specializing as a payment solution for developers, Lipana, a Kenyan fintech that balances books for SMEs, started in 2021 as a simple accounting software company managing invoices and tracking expenses, according to Shadrack Apollo, its co-founder and CIO. His role also extends to promoting these solutions to customers and partners.

Management 94

Management Digital Transformation B2B Marketing 94

IBM Big Data Hub

SEPTEMBER 1, 2023

At the time of its discovery in November 2021, the Log4Shell vulnerability existed on 10 percent of global digital assets, including many web applications, cloud services and physical endpoints like servers. Based on projected results of a composite organization modeled from 4 interviewed IBM customers.

IoT 112

IoT Internet of Things Software Behavioral Analytics 112

Cloudera

AUGUST 31, 2021

Traditional data warehouse vendors may have maturity in data storage, modeling, and high-performance analysis. Running on CDW is fully integrated with streaming, data engineering, and machine learning analytics. Copyright © 2021 Accenture. Smart Data Validator helps in extensive data reconciliation and testing.

Data Warehouse 80

Data Warehouse Cost-Benefit Metadata Data-driven 80

Sisense

JUNE 22, 2021

Until recently, marketers used a default “last-touch” attribution model for sales, attributing them to the last touch, or last click before purchase. However, in today’s multi-channel environment, this model can lead to misunderstanding the customer journey, resulting in misallocation of budgets and suboptimal tactics. Learn more.

Data-driven 52

Data-driven Sales Marketing Key Performance Indicator 52

IBM Big Data Hub

OCTOBER 9, 2023

As governments around the globe continue experimenting with the use of AI, and looking into ways to tap into foundational models offered by generative AI, one important question stands out: How will citizens benefit from the technology? in 2021 to help lessen the financial impact of the COVID-19 pandemic on citizens.

Interactive 54

Interactive Technology Statistics Consulting 54

CIO Business Intelligence

MARCH 22, 2022

December 2021. A certified lead auditor, hacking forensic investigator, and security analyst, Tiwari is an IT veteran from the Indian Navy where he set up the information security and incident response organization, including the formulation of policy frameworks, security audits, product testing, cyber forensics, and risk management. .

Internet Publishing and Broadcasting 98

Internet Publishing and Broadcasting Digital Transformation Insurance Recreation/Entertainment 98

Insight

APRIL 16, 2019

While this model fuels many of today’s businesses on the internet, it comes with a significant tradeoff: an unprecedented amount of user data has been stock piled and is at risk of being exposed through security breaches. million by 2021 , a more than 300% increase since 2014. the demand has far outpaced the supply.

Machine Learning 68

Machine Learning Software Risk Reporting 68

DataRobot Blog

MARCH 23, 2023

Difficulties faced when moving models into production include cost and a lack of automation – cited by over 55% of respondents to a recent IDC study. This is why businesses are increasingly investing in machine learning operations (MLOps): IDC predicts by 2024, 60% of enterprises will have operationalized their ML workflows by using MLOps.

Machine Learning 52

Machine Learning Cost-Benefit Modeling Testing 52

IBM Big Data Hub

AUGUST 1, 2023

True to their name, generative AI models generate text, images, code , or other responses based on a user’s prompt. But what makes the generative functionality of these models—and, ultimately, their benefits to the organization—possible? That’s where the foundation model enters the picture.

Modeling 60

Modeling Cost-Benefit Data Lake Machine Learning 60

DataKitchen

NOVEMBER 29, 2021

Model developers will test for AI bias as part of their pre-deployment testing. Quality test suites will enforce “equity,” like any other performance metric. Continuous testing, monitoring and observability will prevent biased models from deploying or continuing to operate. Companies Commit to Remote.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

Cloudera

NOVEMBER 18, 2021

Given the way we have seen communities and workplace cultures come together and stand for change over what has been a disruptive 20 months, we are proud to introduce the People First category to the 2021 DIA. So, without further ado, it is with great delight that we officially publish the 2021 Data Impact Award winners!

Data Lake 74

Data Lake Cost-Benefit Digital Transformation Risk 74

CIO Business Intelligence

APRIL 25, 2022

In 2021, Gartner research showed that more technologists were being recruited for functions outside IT than within it, says Darren Topham, senior director analyst at Gartner. A lot of the work we’re doing now in AI and machine learning was really driven by those meetings with those individuals.”. Embedded IT.

IT 113

IT Insurance Cost-Benefit Reporting 113