IBM Big Data Hub

JANUARY 22, 2024

Processors also include third parties that process data on behalf of controllers, like a cloud storage service that hosts a phone number database for another business. An organization must establish and document its legal basis before collecting any data. ” The organization documents all data processing activities.

Measurement 83

Measurement Risk Data Processing Data Collection 83

IBM Big Data Hub

SEPTEMBER 7, 2023

It has an end-to-end process for building and testing foundation models and generative AI — starting with data collection and ending in control points for tracking the responsible deployments of models and applications — focused on governance, risk assessment, bias mitigation and compliance.

Modeling 103

Modeling Risk Unstructured Data Enterprise 103

IBM Big Data Hub

FEBRUARY 7, 2024

In addition to CSRD, California has new mandatory reporting rules coming into play in 2024, while countries around the world are on the verge of implementing their own non-financial disclosure and documentation requirements. Reporting is also becoming critical to corporate social responsibility initiatives.

Reporting 92

Reporting Internet of Things Cost-Benefit Data-driven 92

bridgei2i

APRIL 23, 2020

How much will the bank’s bottom line be impacted depends on a host of unknowns. The banking sector globally is definitely going to see impact, some more grave than the others and most of them are announcing short to mid term measure both from a customer and business risk mitigation standpoint. Understanding & Managing Risks.

Risk 52

Risk Management Scorecard Forecasting 52

IBM Big Data Hub

JANUARY 9, 2024

Companies still often accept the risk of using internal data when exploring large language models (LLMs) because this contextual data is what enables LLMs to change from general-purpose to domain-specific knowledge. Increased variance: Variance measures consistency. One potential solution is to use remote runtime options like.

Enterprise 74

Enterprise Data Integration Data Quality Contextual Data 74

Smart Data Collective

AUGUST 30, 2022

It also allows companies to offload large amounts of data from their networks by hosting it on remote servers anywhere on the globe. The testing helps reduce the overall cost, time, and risk associated with building new hardware so companies can focus more on their core business functions. Multi-cloud computing.

Technology 133

Technology Enterprise Cost-Benefit Testing 133

erwin

MARCH 25, 2021

erwin recently hosted the second in its six-part webinar series on the practice of data governance and how to proactively deal with its complexities. Usually we talk about benefits which are rather qualitative measures, but what we need for decision-making processes are values,” Pörschmann says. “We

Data Governance 109

Data Governance IT Cost-Benefit Risk 109

Smart Data Collective

JULY 27, 2022

Data security of a software application is the set of security measures implemented to prevent unauthorized access while protecting the data from being lost or corrupted. Businesses should choose a reputable and reliable hosting provider to secure the data on servers. However, this also means you rely on the server’s security.

Software 113

Software Data Processing Measurement Risk 113

datapine

SEPTEMBER 29, 2022

5) How Do You Measure Data Quality? In this article, we will detail everything which is at stake when we talk about DQM: why it is essential, how to measure data quality, the pillars of good quality management, and some data quality control techniques. These processes could include reports, campaigns, or financial documentation.

Data Quality 241

Data Quality Metrics Data-driven Management 241

CDW Research Hub

APRIL 29, 2022

In any environment, poorly designed processes have the potential to create bottlenecks and, if left unchecked, can increase risk and impact the quality of service delivery. To plan migration while mitigating risk. Enable real-time measurement and reporting , providing rapid visibility into issues based on real data.

IT 92

IT Measurement Risk Modeling 92

IBM Big Data Hub

AUGUST 18, 2023

The Digital Operational Resilience Act , or DORA, is a European Union (EU) regulation that created a binding, comprehensive information and communication technology (ICT) risk-management framework for the EU financial sector. Entities will also be expected to put appropriate cybersecurity protection measures in place.

Cost-Benefit 77

Cost-Benefit Testing Strategy Risk Management 77

datapine

FEBRUARY 22, 2022

This includes defining the main stakeholders, assessing the situation, defining the goals, and finding the KPIs that will measure your efforts to achieve these goals. Improved risk management: Another great benefit from implementing a strategy for BI is risk management. On the flip side, document everything that isn’t working.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Key Performance Indicator 218

datapine

APRIL 15, 2020

Working software over comprehensive documentation. The agile BI implementation methodology starts with light documentation: you don’t have to heavily map this out. You need to determine if you are going with an on-premise or cloud-hosted strategy. Finalize documentation, where necessary. Document only when necessary.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

erwin

MARCH 24, 2020

Technical teams charged with maintaining and executing these processes require detailed tasks, and business process modeling is integral to their documentation. What questions need answering regarding planning and executing disaster recovery measures? Hardware and Software : Which assets are at risk in the event of an outage?

Modeling 97

Modeling Data Processing Software Finance 97

IBM Big Data Hub

FEBRUARY 23, 2024

Organizations must document the legal basis for every processing operation before beginning. Create a recordkeeping system Organizations with more than 250 employees, and companies of any size that regularly process data or handle high-risk data, must keep written electronic records of their processing activities.

Measurement 78

Measurement Risk Data Collection Data Processing 78

AWS Big Data

NOVEMBER 21, 2023

RAG allows you to retrieve relevant data from databases or document repositories to provide helpful context to large language models (LLMs). In this post, we demonstrate building a serverless RAG workflow by combining the vector engine for Amazon OpenSearch Serverless with an LLM like Anthropic Claude hosted by Amazon Bedrock.

Modeling 70

Modeling Big Data Data-driven Data Processing 70

CIO Business Intelligence

NOVEMBER 23, 2023

In all, a core group of 150 engineers and technicians worked to remedy the outage, “while 250 other workers and five international companies also provided support,” according to a report from ABC News based on Senate inquiry documents. You may not be able to have redundant paths across your entire network; it’s just too expensive.

Testing 103

Testing Risk Software Strategy 103

Smart Data Collective

JANUARY 22, 2020

Small companies value the ability to store documents in the cloud and conveniently manage them. What measures are essential to keep your sensitive data confidential? Risks Associated with Cloud Computing. Thus, it is essential to be aware of the existing risk to prevent disclosure of your sensitive information.

Data Processing 57

Data Processing Measurement Risk Data Warehouse 57

Jet Global

MARCH 22, 2023

Buying: With outsourced analytics solutions, there’s no need to worry about product maintenance, training, or documentation, since vendors extensively document their platforms. Can’t let future integrations, feature upgrades, or security flaws from third-party UI components risk their app or software crashing.

Analytics 52

Analytics Cost-Benefit Dashboards Visualization 52

Cloudera

JUNE 22, 2023

The stringent requirements imposed by regulatory compliance, coupled with the proprietary nature of most legacy systems, make it all but impossible to consolidate these resources onto a data platform hosted in the public cloud. Flexibility. A radically improved security posture. The post Do You Know Where All Your Data Is?

Cost-Benefit 66

Cost-Benefit Digital Transformation Data Governance Unstructured Data 66

DataRobot

NOVEMBER 16, 2021

In the final installment of this blog series examine how Machine Learning Operations ( MLOps ) allows governments to easily deploy, monitor, and update models in production, paving the way to AI with measurable results. . What is MLOps? Four Reasons Why State and Local Governments Need MLOps to Drive AI Results. Issues with Deployment.

Cost-Benefit 98

Cost-Benefit Machine Learning Modeling Risk 98

Cloudera

SEPTEMBER 7, 2023

But it’s also fraught with risk. This June, for example, the European Union (EU) passed the world’s first regulatory framework for AI, the AI Act , which categorizes AI applications into “banned practices,” “high-risk systems,” and “other AI systems,” with stringent assessment requirements for “high-risk” AI systems.

Insurance 81

Insurance Risk Data-driven Finance 81

O'Reilly on Data

DECEMBER 12, 2019

1] This includes C-suite executives, front-line data scientists, and risk, legal, and compliance personnel. These recommendations are based on our experience, both as a data scientist and as a lawyer, focused on managing the risks of deploying ML. That’s where model debugging comes in. Sensitivity analysis. Residual analysis.

Machine Learning 187

Machine Learning Modeling Testing Risk Management 187

Smart Data Collective

DECEMBER 18, 2020

Hackers have turned to exploiting website optimization platform Google Analytics to steal credit cards, passwords, IP addresses and a whole host of compromising information that can be shared by hacked sites. The collected data is encrypted and sent using the Google Analytics Measurement Protocol,” the Kaspersky report notes. .

Analytics 82

Analytics Broadcasting Measurement Data Processing 82

AWS Big Data

JUNE 21, 2023

By searching for the vectors nearest to an encoded document — k-nearest neighbor (k-NN) search — you can find the most semantically similar documents. Semantic search With semantic search, you improve the relevance of retrieved results using language-based embeddings on search documents.

Metrics 81

Metrics Measurement Modeling Dashboards 81

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 Still, he urges companies to look beyond measurements of coding speed. We did side-by-side testing,” he says. What if writing code wasn’t the real issue?”

IT 124

IT Consulting Testing Cost-Benefit 124

Smart Data Collective

MAY 17, 2021

Legacy solutions might have used paper trails and documents, but that same information is now digital. A mission-critical task like maintenance can be relegated to proactive measures thanks to a steady flow of performance data. There are also a host of new challenges, the pandemic being only one of them.

Big Data 100

Big Data Cost-Benefit IoT Machine Learning 100

Sisense

JULY 23, 2021

Not only does it support the successful planning and delivery of each edition of the Games, but it also helps each successive OCOG to develop its own vision, to understand how a host city and its citizens can benefit from the long-lasting impact and legacy of the Games, and to manage the opportunities and risks created.

Unstructured Data 105

Unstructured Data Internet of Things Data-driven Data Processing 105

IBM Big Data Hub

OCTOBER 20, 2023

Data extraction: Platform capabilities help sort through complex details and quickly pull the necessary information from large documents. Will it be implemented on-premises or hosted using a cloud platform? forums, documentation, customer support) can also be invaluable for troubleshooting issues and sharing knowledge.

Machine Learning 74

Machine Learning Manufacturing Cost-Benefit Deep Learning 74

IBM Big Data Hub

APRIL 18, 2024

According to Andreessen Horowitz (link resides outside IBM.com ) , in 2023, the average spend on foundation model application programming interfaces (APIs), self-hosting and fine-tuning models across surveyed companies reached USD 7 million. Code (62%) : Gen AI helps developers write code more efficiently and with fewer errors.

Cost-Benefit 92

Cost-Benefit Modeling Manufacturing Interactive 92

Jet Global

SEPTEMBER 15, 2023

On-prem ERPs are hosted and maintained by your IT department and typically can only be accessed via an in-office network connection or VPN remote connection. SaaS is the cloud equivalent; you get the same ERP software, but it is hosted by SaaS providers on cloud servers and can be accessed from anywhere via web browser.

Finance 52

Finance Reporting Cost-Benefit Software 52

Cloudera

SEPTEMBER 20, 2022

My hope is that this document spurs a conversation among a diverse group, and that the results of that conversation may be incorporated into a document yet to be authored. Moreover, collecting large data sets from the internet raises a host of ethical issues centered around privacy, consent, acknowledgement, and remuneration.

Deep Learning 87

Deep Learning Cost-Benefit Risk Data-driven 87

CIO Business Intelligence

APRIL 15, 2022

To a large extent, this is related to the punitive measures imposed by the US government at the start of the war in Ukraine. Creatives in government-controlled media (RT News, Sputnik) also no longer have access to the software company’s cloud offerings (Creative Cloud, Document Cloud, Experience Cloud). Huawei: The U.K.’s

IT 103

IT Internet Publishing and Broadcasting Manufacturing Sales 103

FineReport

APRIL 26, 2023

These objectives should be broken down into measurable analytical goals, and the chosen tool should be able to meet those goals. While most big data tools have good security and governance measures in place, it is important to conduct a detailed review of the security features. Top 10 Big Data Tools 1.

Big Data 52

Big Data Data Analytics Analytics Cost-Benefit 52

Ontotext

NOVEMBER 2, 2023

This shift from relational to graph approach has been well-documented by Gartner who advise that “using graph techniques at scale will form the foundation of modern data and analytics” and “graph technologies will be used in 80% of data and analytics innovations by 2025.”

IT 69

IT Cost-Benefit Data-driven Technology 69

CIO Business Intelligence

APRIL 12, 2022

Even though Nvidia’s $40 billion bid to shake up enterprise computing by acquiring chip designer ARM has fallen apart, the merger and acquisition (M&A) boom of 2021 looks set to continue in 2022, perhaps matching the peaks of 2015, according to a report from risk management advisor Willis Towers Watson. Precisely buys PlaceIQ.

Technology 142

Technology Enterprise Consulting Software 142

AWS Big Data

JANUARY 22, 2024

It helped them understand the areas where they could improve their workloads and how to address common issues, with automated solutions, as well as how to measure the success, defining KPIs. Through the lenses of the tool, Acast was able to address better monitoring, cost optimization , performance, and security.

Data-driven 87

Data-driven Advertising Metadata Data Architecture 87