CIO Business Intelligence

JUNE 29, 2022

Others see RPA as a stopgap en route to intelligent automation (IA) via machine learning (ML) and artificial intelligence (AI) tools, which can be trained to make judgments about future outputs. RPA provides organizations with the ability to reduce staffing costs and human error. What are the benefits of RPA?

Cost-Benefit 143

Cost-Benefit Software Enterprise Machine Learning 143

IBM Big Data Hub

APRIL 9, 2024

“Hole distances and pin positions vary from round to round and year to year; these factors are important as we stage the data.” “Hole distances and pin positions vary from round to round and year to year; these factors are important as we stage the data.” Lastly, watsonx.data pulls from live feeds.

Management 88

Management IT Machine Learning Metrics 88

CIO Business Intelligence

APRIL 12, 2023

Real-time AI brings together streaming data and machine learning algorithms to make fast and automated decisions; examples include recommendations, fraud detection, security monitoring, and chatbots. It was obvious that things had to change for the organization to be able to execute at speed in real time. It isn’t easy.

Machine Learning 144

Machine Learning Cost-Benefit Data-driven Strategy 144

Smart Data Collective

OCTOBER 8, 2021

Learn how genetic algorithms and machine learning can help hedge fund organizations manage a business. This article looks at how genetic algorithms (GA) and machine learning (ML) can help hedge fund organizations. Modern machine learning and back-testing; how quant hedge funds use it.

Machine Learning 115

Machine Learning Testing Strategy Modeling 115

O'Reilly on Data

MAY 14, 2020

This role includes everything a traditional PM does, but also requires an operational understanding of machine learning software development, along with a realistic view of its capabilities and limitations. In our previous article, What You Need to Know About Product Management for AI , we discussed the need for an AI Product Manager.

Management 363

Management Experimentation B2B Machine Learning 363

O'Reilly on Data

MAY 18, 2020

And last is the probabilistic nature of statistics and machine learning (ML). Most AI models decay overtime: This phenomenon, known more widely as model decay , refers to the declining quality of AI system results over time, as patterns in new data drift away from patterns learned in training data. Much of the U.S.

Risk 359

Risk Modeling Data Processing Software 359

CIO Business Intelligence

JULY 7, 2023

Other experts agreed, and provided additional guidance: “Improving the experience of employees while maintaining security can be tricky. Other experts agreed, and provided additional guidance: “Improving the experience of employees while maintaining security can be tricky. Here are their top tips.

Measurement 121

Measurement Risk Experimentation Enterprise 121

CIO Business Intelligence

FEBRUARY 3, 2023

Many RPA platforms offer computer vision and machine learning tools that can guide the older code. The biggest benefit, however, may be how RPA tools are “programmed,” or “trained” — a process by which the platforms’ robots “learn” watching business users click away. Even the modern workplace can be boring and repetitive.

Data-driven 145

Data-driven Interactive Enterprise Statistics 145

Smart Data Collective

NOVEMBER 29, 2021

For a human, it would be difficult to detect this type of fraudulent operation. Unlike humans, AI makes unbiased decisions based 100% on fundamental and technical evidence. AI can’t entirely replace human specialists—but it can enhance their productivity. AI is revolutionizing the banking and financial sector.

Cost-Benefit 111

Cost-Benefit Risk Finance Statistics 111

IBM Big Data Hub

MAY 17, 2024

Key takeaways By implementing effective solutions for AI in commerce, brands can create seamless, personalized buying experiences that increase customer loyalty, customer engagement, retention and share of wallet across B2B and B2C channels. Successful integration of AI in commerce depends on earning and keeping consumer trust.

B2B 49

B2B Interactive Optimization Forecasting 49

CIO Business Intelligence

JANUARY 17, 2024

A love of narrative is a constant factor of the human state; scientists put it down to a feel-good hormone called oxytocin, but whatever the reason, who among us can resist a rich story, engagingly told and amply illustrated? Storytelling is as old as humanity itself and it’s core to the fundamentals of faith, politics, and marketing.

Consulting 120

Consulting Interactive Strategy Visualization 120

O'Reilly on Data

JANUARY 25, 2021

In this report, we look at the data generated by the O’Reilly online learning platform to discern trends in the technology industry—trends technology leaders need to follow. This study is based on title usage on O’Reilly online learning. But what are “trends”? In either case, there’s a difference between “trends” and “trendy.”

Machine Learning 363

Machine Learning Software Testing Technology 363

Ontotext

AUGUST 31, 2023

The growth of large language models drives a need for trusted information and capturing machine-interpretable knowledge, requiring businesses to recognize the difference between a semantic knowledge graph and one that isn’t—if they want to leverage emerging AI technologies and maintain a competitive edge.

Modeling 64

Modeling Optimization Knowledge Discovery Enterprise 64

CIO Business Intelligence

JANUARY 9, 2024

IT leaders say they’re discussing everything from the costs of AI implementations to whether AI is the existential threat to humanity some fear. Few technologies have provoked the same amount of discussion and debate as artificial intelligence, with workers, high-profile executives, and world leaders waffling between praise and fears over AI.

IT 137

IT Risk Cost-Benefit Enterprise 137

CIO Business Intelligence

JULY 26, 2023

The residential real estate industry may not be perceived to be as digitally aggressive as Wall Street titans and multinational manufacturing conglomerates. The only thing we have on premise, I believe, is a data server with a bunch of unstructured data on it for our legal team,” says Grady Ligon, who was named Re/Max’s first CIO in October 2022.

Data Lake 98

Data Lake Digital Transformation Machine Learning Data Architecture 98

IBM Big Data Hub

DECEMBER 1, 2023

The benefits of ERP include built-in business intelligence and access to real-time data, along with integrated machine learning capabilities unlike a legacy system. If these factors are taken into consideration, it will be much easier to narrow down which types of ERP solutions might meet the organization’s needs.

Enterprise 96

Enterprise Cost-Benefit Consulting Software 96

Smart Data Collective

AUGUST 1, 2022

Some use machine learning technology to create models that more accurately predict price movements. Algorithmic trading aims to capitalize on the greater speed and mathematical power of computers relative to human traders to get better results. Artificial intelligence has led to some pivotal changes in the financial sector.

Cost-Benefit 109

Cost-Benefit Machine Learning Marketing Strategy 109

Cloudera

OCTOBER 19, 2023

This exponential growth in connected devices will force telcos to up their game, first by provisioning the capacity they need to scale and maintain next-gen 5G data networks, and later by improving the effectiveness of their data management and governance practices.

Data-driven 75

Data-driven Data Architecture Predictive Modeling Digital Transformation 75

AWS Big Data

APRIL 2, 2024

Data producers find it tedious and time consuming to maintain extensive and up-to-date documentation on their data and respond to continued questions from data consumers. Data producers find it tedious and time consuming to maintain extensive and up-to-date documentation on their data and respond to continued questions from data consumers.

Metadata 87

Metadata Metrics Data-driven Modeling 87

AWS Big Data

NOVEMBER 29, 2023

Today on the AWS re:Invent keynote stage, Swami Sivasubramanian, VP of Data and AI, AWS, spoke about the beneficial relationship among data, generative AI, and humans—all working together to unleash new possibilities in efficiency and creativity. There has never been a more exciting time in modern technology.

Data Warehouse 111

Data Warehouse Data Lake Data Integration Dashboards 111

Rita Sallam

JUNE 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. The first featured analytics and BI platform Gartner Magic Quadrant leaders while the other showcased high interest data science and machine learning platforms.

Optimization 52

Optimization Insurance Machine Learning Risk 52

IBM Big Data Hub

APRIL 28, 2022

To reduce delays, human errors and overall costs, data and IT leaders need to look beyond traditional data best practices and shift toward modern data management agility solutions that are powered by AI. That’s where the data fabric comes in. enterprises to minimize their time to value. Data fabric in action: Retail supply chain example.

Metadata 87

Metadata Data Warehouse Forecasting Predictive Modeling 87

CIO Business Intelligence

SEPTEMBER 14, 2023

Brad Peterson, the company’s CIO and CTO, has been implementing AI for more than a decade and is all in on the promised innovation afforded by generative AI. “We It is already at work in our business — preventing market interruptions, creating new kinds of intelligence for investors, and stopping financial criminals in their tracks,” Peterson says.

Risk Management 115

Risk Management Risk Marketing Cost-Benefit 115

CIO Business Intelligence

APRIL 4, 2023

We spoke with Ashok Krish, Global Head of Digital Workplace at TCS , about how hybrid work will impact employers – and their employees – in the financial services industry. How will hybrid work change the employee experience in the financial services industry? What are some of the challenges hybrid work poses for employers in the financial sector?

Insurance 52

Insurance Modeling Technology Management 52

bridgei2i

SEPTEMBER 4, 2020

It is rumored that AI will ultimately replace humans by developing smarter machines that think and work like humans. This has put businesses in a cusp between adopting AI and depending on humans. It will take quite a while for AI to completely replace humans in all areas. Acquisition. Training and Development.

Enterprise 52

Enterprise Management Interactive Optimization 52

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

ln this post he describes where and how having “humans in the loop” in forecasting makes sense, and reflects on past failures and successes that have led him to this perspective. I am sometimes asked whether there should be any role at all for "humans-in-the-loop” in forecasting. Our team does a lot of forecasting.

Forecasting 113

Forecasting Data Science Statistics Uncertainty 113

Cloudera

SEPTEMBER 7, 2023

Institutions must design AI systems that are not only transparent, reliable, fair, and accountable, but also comply with privacy and security requirements, as well as align with human values and norms. It’s the most revolutionary technological development in at least a generation. But it’s also fraught with risk.

Insurance 81

Insurance Risk Data-driven Finance 81

BI-Survey

FEBRUARY 17, 2020

As a result, data is set to have a significant effect on tomorrow‘s business and will undoubtedly become a value-adding factor. As a result, data is set to have a significant effect on tomorrow‘s business and will undoubtedly become a value-adding factor. However, effectively using data needs to be learned. Data is everywhere.

Data Governance 89

Data Governance Data Warehouse Data Quality Data Strategy 89

O'Reilly on Data

FEBRUARY 11, 2020

Almost half (48%) of respondents say they use data analysis, machine learning, or AI tools to address data quality issues. Those suspicions were confirmed when we quickly received more than 1,900 responses to our mid-November survey request. Key survey results: The C-suite is engaged with data quality. And that’s just the beginning.

Data Quality 304

Data Quality Metadata Data Governance Publishing 304

Alation

APRIL 25, 2023

As firms mature their transformation efforts, applying Artificial Intelligence (AI), machine learning (ML) and Natural Language Processing (NLP) to the data is key to putting it into action quickly and effecitvely. Predictive models indicate that the machine learning market will grow at a compound annual growth rate (CAGR) of 38.8%

Data Governance 52

Data Governance Marketing Machine Learning Sales 52

CIO Business Intelligence

MARCH 8, 2023

But while opportunities to use AI are very real – and ChatGPT’s democratisation is accelerating generative AI test-and-learn faster than QR code adoption during the Covid pandemic – the utopia of substantial business wins through autonomous AI is a fair way off. What data governance, operational and ethical considerations must we factor in?

Enterprise 52

Enterprise Data Governance Data Strategy Testing 52

Cloudera

MAY 13, 2021

Since my last blog, What you need to know to begin your journey to CDP , we received many requests for a tool from Cloudera to analyze the workloads and help upgrade or migrate to Cloudera Data Platform (CDP). The good news is Cloudera has a tried and tested tool, Workload Manager (WM) that meets your needs. How WM helps the Move to CDP.

Management 71

Management Data Warehouse Interactive Reporting 71

IBM Big Data Hub

JUNE 23, 2023

Insurers are also struggling with high, mostly fixed costs and the complexities of maintaining legacy systems, which makes current variable cost-based alternatives more attractive. It also often means that the insurer must continue maintaining legacy operational and IT systems that are used for the management of the closed book.

Insurance 62

Insurance Cost-Benefit Digital Transformation Marketing 62

Cloudera

NOVEMBER 2, 2020

The factors driving this trend are part technical, part business, and part cultural. Users today are asking ever more from their data warehouse. This is resulting in advancements of what is provided by the technology, and a resulting shift in the art of the possible. Ingest 100s of TB of network event data per day . 200,000 queries per day.

Data Warehouse 94

Data Warehouse Optimization Dashboards Interactive 94

Decision Management Solutions

JUNE 24, 2021

Ethical AI, on the other hand, is based on values and some sense that fundamental human rights should not be compromised for commercial gain. by James Taylor, CEO, Decision Management Solutions. He aptly points out that there’s some confusion about the terms “trustworthy AI” and “ethical AI.” The computer is not responsible—but then who is?

Machine Learning 52

Machine Learning Testing Data-driven Modeling 52

Alation

APRIL 25, 2023

As firms mature their transformation efforts, applying Artificial Intelligence (AI), machine learning (ML) and Natural Language Processing (NLP) to the data is key to putting it into action quickly and effecitvely. Predictive models indicate that the machine learning market will grow at a compound annual growth rate (CAGR) of 38.8%

Data Governance 40

Data Governance Marketing Machine Learning Sales 40

FineReport

APRIL 3, 2024

In today’s data-driven landscape, businesses are leaning more on BI tools , particularly BI dashboard solutions, to enhance decision-making through data visualization. These BI Dashboard tools blend advanced analytics with user-friendly interfaces, revealing invaluable insights.

Dashboards 52

Dashboards Visualization Metrics Interactive 52