IBM Big Data Hub

DECEMBER 4, 2023

Generative AI holds enormous potential for driving business growth. It offers ease of integration and scalability for analytics and AI workloads using your company’s data, and offers guardrails for ensuring governance, security and compliance. The companies innovating with generative AI aren’t just industry giants.

Enterprise 83

Enterprise Risk Modeling Technology 83

IBM Big Data Hub

APRIL 22, 2024

To drive real change, it’s crucial for individuals, industries, organizations and governments to work together, using data and technology to uncover new opportunities that will help advance sustainability initiatives across the globe. CEOs say that sustainability investments will help drive better business results in the next 5 years.

IoT 85

IoT Internet of Things Cost-Benefit Reporting 85

Cloudera

DECEMBER 19, 2023

Without a doubt, 2023 has shaped up to be generative AI’s breakout year. There, I met with IT leaders across multiple lines of business and agencies in the US Federal government focused on optimizing the value of AI in the public sector. I’ll highlight some key insights and takeaways from my conversations in the paragraphs that follow.

Optimization 85

Optimization Cost-Benefit Unstructured Data Risk 85

IBM Big Data Hub

JANUARY 11, 2024

Instead of putting off change, leaders should seek new ways to accelerate digital transformation in their hybrid strategy. When AIs are trained with content found on the internet, they may often provide convincing and believable dialogss, but not fully accurate responses. But change is inevitable, as technical debt is piling up.

Digital Transformation 109

Digital Transformation Modeling Deep Learning Visualization 109

IBM Big Data Hub

OCTOBER 25, 2023

Implementing generative AI can seem like a chicken-and-egg conundrum. In a recent IBM Institute for Business Value survey, 64% of CEOs said they needed to modernize apps before they could use generative AI. Here’s how CTOs and CIOs can evaluate their technology and data estates, assess the opportunity and chart a path forward.

Cost-Benefit 90

Cost-Benefit ROI Modeling Testing 90

CIO Business Intelligence

SEPTEMBER 21, 2023

AI is now a board-level priority Last year, AI consisted of point solutions and niche applications that used ML to predict behaviors, find patterns, and spot anomalies in carefully curated data sets. With a pre-trained model, you can bring it into HR, finance, IT, customer service—all of us are touched by it.” Everyone wants it.

Enterprise 130

Enterprise Consulting Modeling Cost-Benefit 130

CIO Business Intelligence

OCTOBER 23, 2023

In the Equinix 2023 Global Tech Trends Survey (GTTS), 68% of global IT leaders said that the environmental impact of their IT equipment and infrastructure is something they measure and actively try to limit. AI inference workloads are very latency-sensitive, as they require a constant stream of near real-time data from many different sources.

Enterprise 124

Enterprise Digital Transformation Strategy Data Processing 124

IBM Big Data Hub

FEBRUARY 26, 2024

Accelerating AI adoption and skills for the telecoms sector The AI skills gap is very real: executives estimate that 40% of their workforce will need to reskill as a result of implementing AI and automation over the next three years. Generative AI holds tremendous potential to help improve all manner of operations and customer engagement.

Revenue Optimization 103

Revenue Optimization Cost-Benefit Enterprise Optimization 103

IBM Big Data Hub

MAY 25, 2023

IBM Consulting has established a Center of Excellence for generative AI. It stands alongside IBM Consulting’s existing global AI and Automation practice, which includes 21,000 data and AI consultants who have conducted over 40,000 enterprise client engagements. The CoE is off to a fast start.

Consulting 108

Consulting Experimentation Machine Learning Modeling 108

IBM Big Data Hub

OCTOBER 16, 2023

It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. Foundation models: The power of curated datasets Foundation models , also known as “transformers,” are modern, large-scale AI models trained on large amounts of raw, unlabeled data.

Risk 77

Risk Modeling Management Metadata 77

IBM Big Data Hub

FEBRUARY 23, 2024

Natural language generation (NLG) complements this by enabling AI to generate human-like responses. ML algorithms understand language in the NLU subprocesses and generate human language within the NLG subprocesses. DL, a subset of ML, excels at understanding context and generating human-like responses.

Enterprise 106

Enterprise Interactive Data-driven Key Performance Indicator 106

IBM Big Data Hub

AUGUST 14, 2023

The rise of generative AI has surfaced many new questions about how the technology will impact the workforce. Executives surveyed estimate that 40% of their workforce will need to reskill as a result of implementing AI and automation over the next three years. The global skills gap is real and growing. That could translate to 1.4

IT 75

IT Consulting Data-driven Strategy 75

IBM Big Data Hub

APRIL 18, 2024

This is the potential of artificial general intelligence (AGI), a hypothetical technology that may be poised to revolutionize nearly every aspect of human life and work. LLMs like ChatGPT are trained on massive amounts of text data, allowing them to recognize patterns and statistical relationships within language.

Cost-Benefit 90

Cost-Benefit Modeling Manufacturing Interactive 90

IBM Big Data Hub

JUNE 23, 2023

Though it may feel futuristic, advancements such as generative AI and conversational AI technology can benefit Finance & Accounting (F&A) now. What is generative AI, what are foundation models, and why do they matter? One action is implementing secure, AI-first intelligent workflows to run your enterprise.

Finance 61

Finance Consulting Data-driven Risk 61

DataKitchen

MARCH 16, 2023

How to measure your data analytics team? So it’s Monday, and you lead a data analytics team of perhaps 30 people. Like most leaders of data analytic teams, you have been doing very little to quantify your team’s success. What should be in that report about your data team? Introduction. What should I track?

Metrics 130

Metrics Data Analytics Analytics Measurement 130

IBM Big Data Hub

JULY 26, 2023

The emergence of generative AI and foundation models has revolutionized the way every business, across industries, operates at this current inflection point. In this new era, however, generative AI can deliver more using targeted advisors and the use cases that benefit from it will continue to expand.

Digital Transformation 70

Digital Transformation Cost-Benefit Data-driven Strategy 70

IBM Big Data Hub

OCTOBER 9, 2023

Artificial intelligence (AI) can help usher in a new era of human resource management, where data analytics, machine learning and automation can work together to save people time and support higher-quality outcomes. AI has the potential to assist in recommending personalized training modules for career mobility.

Machine Learning 74

Machine Learning Management Optimization Technology 74

Depict Data Studio

FEBRUARY 3, 2020

Today’s guest blog post comes from Ann Webb Price. I’ve learned a lot through data viz thought leaders, especially Ann. I took her Soar Beyond the Dusty Shelf Report mini course and I am now working through her Simple Spreadsheets data analysis course. I’ll count that as a blog win. –Ann K. Lessons Learned.

Reporting 101

Reporting Visualization Data Processing IT 101

Cloudera

MAY 11, 2023

My goal was to create a space for data enthusiasts in Latin America to share knowledge with others.” It was a lovely experience to share my knowledge, get in touch with people, and train others! Alex and Max teamed up with Federico to launch a big data conference chapter in Buenos Aires, Argentina, with over 400 attendees.

Digital Transformation 84

Digital Transformation Sales Big Data Technology 84

IBM Big Data Hub

AUGUST 11, 2023

The advancement of computing power over recent decades has led to an explosion of digital data, from traffic cameras monitoring commuter habits to smart refrigerators revealing how and when the average family eats. Both computer scientists and business leaders have taken note of the potential of the data.

Data Science 58

Data Science Machine Learning Cost-Benefit Deep Learning 58

IBM Big Data Hub

APRIL 11, 2023

As reflected in the IBM Impact Report , we are working hard to serve as an example for our industry peers, partners, and fellow leaders on how to build a positive impact by implementing technology ethics and committing to trust and transparency in our practices and products on a global scale.

Reporting 62

Reporting Risk Risk Management Technology 62

IBM Big Data Hub

MARCH 14, 2024

5G (fifth-generation mobile technology) is a new standard for cellular networks developed by the 3rd Generation Partnership Project (3FPP) in 2018 to replace the previous standards of 3G, 4G and 4G LTE. Like its predecessors, 5G uses radio waves to transmit data. How much of that is true and how much is just hype? What is 5G?

Technology 61

Technology IoT Cost-Benefit Internet of Things 61

Alation

JANUARY 30, 2023

Alation launched the Data Intelligence Project in summer 2021 to train the next generation of data leaders by providing learning opportunities with Alation in the classroom. He created the SoIT’s Data Technologies track, which consists of six courses, and designed, developed, and taught four of them.

Data Governance 52

Data Governance Metadata Data-driven Software 52

IBM Big Data Hub

MAY 23, 2023

While one can debate what exactly turns a mere city into a smart one, there’s no denying that the rise of the Internet and mobile technology has generated widespread interest in building the next generation of smart cities. Making transportation work quicker and for more people keeps city planners up at night.

Internet of Things 77

Internet of Things IoT Broadcasting Cost-Benefit 77

IBM Big Data Hub

SEPTEMBER 7, 2022

There are still not enough data experts out there, even as the world of data evolves rapidly. We started the Summer School for Data Leaders five years ago to create a community for data experts to share ideas and relate to people facing similar challenges. Data ethics is top of mind.

Data Strategy 52

Data Strategy Strategy Data-driven Data Quality 52

Cloudera

OCTOBER 19, 2022

The telecommunications industry continues to develop hybrid data architectures to support data workload virtualization and cloud migration. With multiple speaking tracks focusing on technology, networks, and data & AI, industry leaders repeatedly highlighted the hybrid nature of their infrastructure. .

Optimization 77

Optimization Data Architecture Data Governance Digital Transformation 77

CIO Business Intelligence

APRIL 24, 2023

Generative AI (Artificial Intelligence) and its underlying foundation models represent a paradigm shift in innovation, significantly impacting enterprises exploring AI applications. These foundation models are trained on vast amounts of data. The model can then predict or classify new, previously unseen data.

Enterprise 52

Enterprise Deep Learning Modeling Machine Learning 52

DataRobot Blog

MAY 23, 2022

Department of Transportation Data. Example of border transport data from USDOT. The database contains entry data from Mexico to the U.S. It includes pedestrian, bus, personal vehicle, rail container, train, and truck data. An example of the truck data is shown to the left. Wait times to enter the U.S.

Forecasting 59

Forecasting Statistics Machine Learning Modeling 59

Dataiku

APRIL 22, 2022

It’s not who has the best algorithm that wins, it’s who has the most data.” - researcher Jean-Claude Heudin. Enter Frugal AI , a technique that promises the use of less data and less compute power while guaranteeing robustness within the intended field of use for a given AI model.It It's All in a Name.

Experimentation 59

Experimentation Modeling Business Objectives Manufacturing 59

DataKitchen

JANUARY 3, 2022

Data tables from IT and other data sources require a large amount of repetitive, manual work to be used in analytics. The data analytics function in large enterprises is generally distributed across departments and roles. Figure 1: Data analytics challenge – distributed teams must deliver value in collaboration.

Business Analytics 245

Business Analytics Analytics Testing Dashboards 245

Ontotext

APRIL 3, 2024

Read about the latest use cases and trends in the Financial Services industry and learn how Generative AI and LLMs complement with key capabilities of knowledge graphs. Joseph Hilger : People are starting to understand that knowledge graphs are not just a tool for storing data and information. What are your thoughts about it?

Technology 59

Technology Risk Digital Transformation Measurement 59

IBM Big Data Hub

MARCH 29, 2024

Customer retention must be a top priority for leaders of any company wanting to remain competitive. Generating repeat business is critical: McKinsey’s report on customer acquisition states (link resides outside of ibm.com) that companies need to acquire three new customers to make up the business value of losing one existing customer.

Strategy 65

Strategy Cost-Benefit Key Performance Indicator Marketing 65

Andrew White

JANUARY 9, 2020

For an increasing number of organizations, leaders are beginning to ask, “Where is the beef?” In the set of articles was one about China and AI: Data – a New Trinity. But then I remembered synthetic data. Simulation and generative techniques can be used to increase the available training data.

Machine Learning 59

Machine Learning Data Science Technology IT 59

Cloudera

FEBRUARY 25, 2021

Her message resonated with me because I realized that I am now a leader the next generation looks up to and I carry the responsibility of moving this work forward, just like those who came before me. Capitol, reminding us all of the racial injustice that still persists in this country. . Accepting the call .

Risk 99

Risk Optimization Modeling IT 99

CIO Business Intelligence

APRIL 6, 2022

At the time, much of the focus centered around collecting data from small sensors affixed to everything and then transporting that data to a central location – like the cloud or main data center. These data flows then had to be correlated into what is commonly referred to as sensor-fusion. But progress has been slow.

IoT 105

IoT Internet of Things Data-driven Manufacturing 105

Cloudera

OCTOBER 22, 2020

Early in my career, I attended a three-day D&I training that helped me realize that the diversity issues I’d experienced throughout my life seemed to be common in the majority of organizations. And the data tells us it shows up in the workplace as well. . I thought, this can’t be right! We need to change things. .

Management 64

Management Finance IT Reporting 64

datapine

OCTOBER 17, 2019

Management reporting is a source of business intelligence that helps business leaders make more accurate, data-driven decisions. They collect data from various departments of the company tracking key performance indicators ( KPIs ) and present them in an understandable way. What Is A Management Report? They’re also slow.

Reporting 263

Reporting Management Dashboards KPI 263