IBM Big Data Hub

FEBRUARY 13, 2024

For example, organizations can use generative AI to: Quickly turn mountains of unstructured text into specific and usable document summaries, paving the way for more informed decision-making. Generative AI proves highly useful in rapidly creating various types of documentation required by coders. Automate tedious, repetitive tasks.

Enterprise 122

Enterprise Modeling Testing Data-driven 122

Cloudera

FEBRUARY 1, 2024

The other half of the equation requires your team’s emphasis to shift to sustained excellence in managing and optimizing your data ecosystem — better known as Day 2 operations. At Cloudera, our commitment to excellence extends beyond your deployment on Day 0 and Day 1, and into the critical phase of system maintenance and optimization.

Optimization 81

Optimization Measurement Testing Publishing 81

IBM Big Data Hub

NOVEMBER 24, 2023

While rebuild results in maximum benefit, there is a need for high degree of investment, whereas rehost is about moving applications and data as such to cloud without any optimization and this requires less investments while value is low. Subsequent phases are build and test and deploy to production.

Cost-Benefit 96

Cost-Benefit Testing Data-driven Enterprise 96

CIO Business Intelligence

DECEMBER 19, 2023

Create these six generative AI workstreams CIOs should document their AI strategy for delivering short-term productivity improvements while planning visionary impacts. These workstreams require documenting a vision, assigning leaders, and empowering teams to experiment.

Digital Transformation 142

Digital Transformation Unstructured Data Machine Learning Risk Management 142

Smart Data Collective

DECEMBER 26, 2022

Before prioritizing your threats, risks, and remedies, determine the rules and regulations that your company is obliged to follow. Prioritize Your Risks and Assets. Once you are done with enlisting your threat vectors, it is important to go through a risk assessment and create a prioritization list of your assets.

Strategy 131

Strategy Testing Risk Software 131

Cloudera

SEPTEMBER 28, 2020

They have dev, test, and production clusters running critical workloads and want to upgrade their clusters to CDP Private Cloud Base. Customer Environment: The customer has three environments: development, test, and production. Test and QA. Test and QA. Review the Upgrade document topic for the supported upgrade paths.

Testing 130

Testing Metadata Risk Data Science 130

CIO Business Intelligence

AUGUST 28, 2023

Although agile does value documentation, it is not as heavily emphasized as it is in traditional project management, for which documentation is often very detailed and assembled in advance. Rushed testing cycles: Sprints can create a risk of rushed testing cycles. Strategic alignment is still critical.

Management 97

Management Software Testing Risk 97

DataKitchen

FEBRUARY 21, 2023

By Robert Thanaraj , Ehtisham Zaidi , and 2 more. Gartner suggests in the article that successful Data Engineering teams have two crucial challenges. How to optimize Data Team Productivity – essentially that teams should avoid adding more bodies whenever they have more work that needs to be done. And that code creates complexity.

Data-driven 130

Data-driven Testing Risk Cost-Benefit 130

AWS Big Data

MARCH 12, 2024

Our commitment to efficiency is unwavering, and we’ve undertaken an exciting initiative to optimize our batch processing jobs. This prompted GoDaddy to embark on a systematic optimization journey, establishing a foundation for more sustainable and efficient big data processing. PB of data from its data center to EMR on EC2.

Cost-Benefit 88

Cost-Benefit Optimization Big Data Metrics 88

CIO Business Intelligence

MARCH 13, 2024

So when on-boarding potential vendors, productivity has increased by 70 to 80% as a result of using gen AI to help analyze masses of documents. “We We did side-by-side testing,” he says. In testing, gen AI was also particularly good at generating test cases and creating dummy data for testing.

IT 127

IT Consulting Testing Cost-Benefit 127

Smart Data Collective

SEPTEMBER 17, 2020

Financial institutions such as banks have to adhere to such a practice, especially when laying the foundation for back-test trading strategies. Some prominent banking institutions have gone the extra mile and introduced software to analyze every document while recording any crucial information that these documents may carry.

Big Data 141

Big Data Finance Risk Management Risk 141

IBM Big Data Hub

DECEMBER 4, 2023

The most common insurance use cases include optimizing processes that require processing large documents and large blocks of text or images. Customer engagement Providing insurance coverage involves working with numerous documents. Below, we provide summaries of some of our current generative AI implementation initiatives.

Insurance 56

Insurance Digital Transformation Risk Management Risk 56

O'Reilly on Data

JULY 28, 2020

Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. If this sounds fanciful, it’s not hard to find AI systems that took inappropriate actions because they optimized a poorly thought-out metric.

Marketing 362

Marketing Experimentation Metrics Testing 362

IBM Big Data Hub

APRIL 9, 2024

” The historical sources watsonx.data accesses comprise relational, object and document databases, including IBM® Db2® , IBM® Cloudant , IBM Cloud® Object Storage and PostgreSQL. ” Watsonx.data lets organizations optimize workloads for different uses. . Lastly, watsonx.data pulls from live feeds.

Management 84

Management IT Machine Learning Metrics 84

erwin

OCTOBER 8, 2020

And you can’t risk false starts or delayed ROI that reduces the confidence of the business and taint this transformational initiative. But even with the “need for speed” to market, new applications must be modeled and documented for compliance, transparency and stakeholder literacy.

Data Governance 145

Data Governance Metadata Testing Data Lake 145

CIO Business Intelligence

OCTOBER 18, 2023

But if there are any stop signs ahead regarding risks and regulations around generative AI, most enterprise CIOs are blowing past them, with plans to deploy an abundance of gen AI applications within the next two years if not already. in concert with Microsoft’s AI-optimized Azure platform.

Risk 138

Risk Manufacturing Enterprise Technology 138

CIO Business Intelligence

JANUARY 6, 2023

DevOps engineers must be able to deploy automated applications, maintain applications, and identify the potential risks and benefits of new software and systems. Keep an eye out for candidates with certifications such as AWS Certified Cloud Practitioner, Google Cloud Professional, and Microsoft Certified: Azure Fundamentals.

Software 143

Software Big Data Testing Management 143

BizAcuity

APRIL 1, 2023

Anti-Money Laundering (AML) is increasingly becoming a crucial branch of risk management and fraud prevention. In fact, online casinos as an industry carries the biggest risk of money laundering. OCR is widely used to digitize all kinds of physical documentation. Predictive Analytics can help businesses in reducing risk (eg.

Machine Learning 52

Machine Learning Predictive Analytics Predictive Modeling Risk 52

BizAcuity

JANUARY 18, 2023

Anti-Money Laundering (AML) is increasingly becoming a crucial branch of risk management and fraud prevention. In fact, online casinos as an industry carries the biggest risk of money laundering. OCR is widely used to digitize all kinds of physical documentation. Predictive Analytics can help businesses in reducing risk (eg.

Machine Learning 52

Machine Learning Predictive Analytics Predictive Modeling Risk 52

IBM Big Data Hub

JULY 19, 2023

The exponential leap in generative AI is already transforming many industries: optimizing workflows , helping human teams focus on value added tasks and accelerating time to market. Code creation: Code co-pilot, code conversion, create technical documentation, test cases and more. Why IBM Consulting for generative AI on AWS?

Consulting 62

Consulting Machine Learning Manufacturing Optimization 62

CIO Business Intelligence

OCTOBER 20, 2023

At Google’s recent Next conference, for instance, L’Oréal and Shopify announced they are using BigQuery in gen AI pilots to accelerate and optimize business processes. And it has all been undertaken with a cloud-first approach. When a human representative calls the customer, they are fully informed and ready to move to next stages. “We

Digital Transformation 136

Digital Transformation Insurance Recreation/Entertainment Machine Learning 136

CIO Business Intelligence

DECEMBER 11, 2023

The need to secure sensitive information is paramount for ethical AI deployment because AI’s heavy dependency on data increases the risk of breaches and unauthorized access, Wollersheim says. This team establishes the company’s risk tolerance, acceptable use cases and restrictions, and applicable disclosures.

Modeling 130

Modeling Risk Strategy Software 130

CIO Business Intelligence

JANUARY 11, 2023

New products and ideas are tested every day, just as new opportunities are ignored. Leading organizations ensure continual innovation by creating roadmaps that document when new products or features will be rolled out to the public (ex: on a quarterly or yearly basis). Blockbuster thought going digital would be too expensive.

Enterprise 102

Enterprise Uncertainty Consulting Sales 102

IBM Big Data Hub

APRIL 18, 2024

Here are some areas where organizations are seeing a ROI: Text (83%) : Gen AI assists with automating tasks like report writing, document summarization and marketing copy generation. ” AGI analyzes relevant code, generates a draft function with comments explaining its logic and allows the programmer to review, optimize and integrate it.

Cost-Benefit 88

Cost-Benefit Modeling Manufacturing Interactive 88

CIO Business Intelligence

MARCH 24, 2023

The Business Application Research Center (BARC) warns that data governance is a highly complex, ongoing program, not a “big bang initiative,” and it runs the risk of participants losing trust and interest over time. They must be accompanied by documentation to support compliance-based and operational auditing requirements.

Data Governance 142

Data Governance Management Metadata Data Quality 142

Cloudera

OCTOBER 15, 2021

Apache Ozone has added a new feature called File System Optimization (“FSO”) in HDDS-2939. Please refer to Apache Ozone documentation for more details regarding Apache Ozone’s atomicity guarantees. We enabled Apache Ozone’s FSO feature for the benchmarking tests. Performance comparison between Apache Ozone and S3 API*.

Testing 86

Testing Measurement Optimization Metadata 86

CIO Business Intelligence

MARCH 7, 2023

Vince Kellen understands the well-documented limitations of ChatGPT, DALL-E and other generative AI technologies — that answers may not be truthful, generated images may lack compositional integrity, and outputs may be biased — but he’s moving ahead anyway. That slows us down a bit, but it’s the right thing to do,” he says.

Enterprise 115

Enterprise IT Experimentation Unstructured Data 115

CIO Business Intelligence

MAY 16, 2023

But it could also draw on the detailed information SAP’s enterprise applications hold about orders and inventory, for instance, to identify which products to promote or help field service engineers optimize repairs, said Ritu Bhargava, SAP’s chief product officer for industries and customer experience.

Sales 100

Sales Software Interactive Enterprise 100

IBM Big Data Hub

JUNE 26, 2023

Automation is often centered on efforts to optimize spend, achieve greater operational efficiency and incorporate new and innovative technologies, which often translate into a better customer experience. The result: reduced costs, less waste and documented ROI for your automation efforts. But where to start? of global electricity use.

Digital Transformation 54

Digital Transformation Cost-Benefit ROI Data-driven 54

CIO Business Intelligence

FEBRUARY 13, 2023

Larger is Better involves a “lower specification limit,” such as test scores — where the target is 100%. During the improve phase, the focus is on testing the best potential solutions identified in the earlier phases. It’s important to consider performance, cost, implementation demands, and risks or disruptions that may arise.

Management 81

Management Statistics Manufacturing Measurement 81

CIO Business Intelligence

OCTOBER 5, 2023

As chief digital and technology officer at CBRE, Davé recognized early that the commercial real estate industry was ripe for AI and machine learning enhancements, and he and his team have tested countless use cases across the enterprise ever since. And those experiments have paid off.

Experimentation 125

Experimentation Strategy Machine Learning Interactive 125

IBM Big Data Hub

NOVEMBER 6, 2023

It’s at these endpoints that company and user data is vulnerable to various types of attacks and security risks, including: Authentication-based attacks : where hackers try to guess or steal user passwords or exploit weak authentication processes to gain access to API servers. Security testing. Versioning and documentation.

Optimization 118

Optimization Testing Software Risk 118

FineReport

FEBRUARY 17, 2021

Document all the resources: financial, personnel, and other resources required to reach project goals. Risk management. Here, project managers should summarize all predicted risks so that stakeholders can obtain a clear risk assessment and prepare plan B. Report any quality testing and any issues found.

Reporting 98

Reporting Management Dashboards Risk 98

Smart Data Collective

SEPTEMBER 13, 2022

SaaS is clever and allows users to preserve data intelligently without risk of data loss; there is no need to send documents for review, systematic folders, and master documents. By paying a small fee for performance only, businesses can test the solution before committing to complete the purchase.

Cost-Benefit 103

Cost-Benefit Data Processing Software Data-driven 103

CIO Business Intelligence

JANUARY 22, 2024

As chatbots get smarter, they can help with cost considerations and customer requirements, and bring together data to show an operator what the options are. “In the past, it would have taken a lot of time to document and share the value we bring to the customer in these decision processes,” McCullen says. “We

Strategy 90

Strategy Technology Enterprise Business Objectives 90

FineReport

JUNE 7, 2023

This approach is facilitated by project management dashboards, which enable you to monitor, optimize, and enhance project performance while boosting overall team productivity. Additionally, these dashboards provide customized reports that offer a swift overview of project status, simplifying resource optimization and time management.

Dashboards 52

Dashboards Management Visualization Cost-Benefit 52

IBM Big Data Hub

MAY 26, 2023

Cloud computing offers the potential to redefine and personalize customer relationships, transform and optimize operations, improve governance and transparency, and expand business agility and capability. Cloud is transforming the way life sciences organizations are doing business.

Consulting 77

Consulting Cost-Benefit Optimization Machine Learning 77