Smart Data Collective

DECEMBER 13, 2021

And of course, the only way to make sure you handle this effectively and efficiently is to put a monitoring strategy in place. There are several steps to take, and many considerations to take onboard, when building your own SQL Server monitoring strategy, so here are just a few pieces of guidance that will help you avoid common pitfalls.

Strategy 111

Strategy Metrics Software Measurement 111

CIO Business Intelligence

JUNE 20, 2022

This landmark document will look at how we can build on this momentum and apply the lessons challenges ahead of us, including tackling the COVID backlog and making the reforms that are vital to the future of health and care. The strategy also introduced so-called trusted research environments (TRE).

Data Strategy 96

Data Strategy Strategy Digital Transformation Data Architecture 96

DataKitchen

FEBRUARY 22, 2024

This course teaches you ten innovative strategies to identify the perfect scapegoat for every occasion. This advanced seminar encourages the reckless push of untested code into Production with the safety net of a well-crafted blame strategy. Why bother with regression testing and impact checking when you can deploy and deflect?

Analytics 190

Analytics Data Governance Strategy Testing 190

DataKitchen

JANUARY 18, 2023

Good testing, like exercise and veganism, is the subject of fervent talk and half-hearted action. There are lots of reasons good people test inadequately. Testing is intrinsic to the job. . By automating your tests, then running them with each refresh, you build in safety valves for your data pipeline. . Of course not.

Testing 130

Testing Data-driven Risk Strategy 130

CIO Business Intelligence

APRIL 12, 2024

Large banking firms are quietly testing AI tools under code names such as as Socrates that could one day make the need to hire thousands of college graduates at these firms obsolete, according to the report.

Experimentation 142

Experimentation Reporting Testing Statistics 142

FineReport

DECEMBER 9, 2021

Business intelligence strategy is seen as a roadmap designed to help companies measure their performance and strengthen their performance through architecture and solutions. Therefore, creating a successful BI strategy roadmap would have a great positive impact on organization efficiency. How to develop a smart BI strategy?

Strategy 98

Strategy Business Intelligence KPI Key Performance Indicator 98

IBM Big Data Hub

NOVEMBER 24, 2023

Application modernization starts with assessment of current legacy applications, data and infrastructure and applying the right modernization strategy (rehost, re-platform, refactor or rebuild) to achieve the desired result. Subsequent phases are build and test and deploy to production.

Cost-Benefit 100

Cost-Benefit Testing Data-driven Enterprise 100

Cloudera

OCTOBER 18, 2023

In this year’s post, I’ve collected cost-reduction strategies — augmented by the capabilities of generative AI — and innovative approaches that promise to accelerate cost-reduction and reshape the financial services landscape in the year ahead. Automated documentation generation: Generating documentation is time consuming and tedious.

Cost-Benefit 75

Cost-Benefit Testing Machine Learning Optimization 75

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. Invest in data hygiene and collection strategies to keep your engine running smoothly. Automate tedious, repetitive tasks.

Enterprise 125

Enterprise Modeling Testing Data-driven 125

CIO Business Intelligence

DECEMBER 19, 2023

This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs to update their AI transformation strategies frequently. 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

CIO Business Intelligence

APRIL 2, 2024

Underpinning these initiatives is a slew of technology capabilities and strategies aimed at accelerating delivery cycles, such as establishing product management disciplines, building cloud architectures, developing devops capabilities, and fostering agile cultures.

Management 123

Management Digital Transformation Testing Experimentation 123

CIO Business Intelligence

DECEMBER 19, 2023

Be proactive and serve with empathy It cannot be stressed enough how important it is to be active in ensuring that all services delivered to end users are fully vetted and tested to the point where there’s no room for complaints. It’s important to have a tested approach that starts each engagement in the same way with predictable results.

IT 139

IT Testing Metrics Optimization 139

CIO Business Intelligence

MARCH 3, 2024

It said independent, in-depth risk assessments were essential to give senior leaders objective evidence of print security gaps across devices and document workflows and enable consensus on the actions needed to protect the enterprise. Doing penetration testing. Zero trust is still not widely deployed, but that is changing.

IT 105

IT Measurement Risk Testing 105

O'Reilly on Data

NOVEMBER 29, 2022

The blueprint is an unenforceable document. An outcomes-based strategy would look at the impact of an AI or ML solution on specific categories and subgroups of stakeholders. That kind of granular approach would make it easier to develop statistical tests that could determine if the solution is harming any of the groups.

Machine Learning 278

Machine Learning Recreation/Entertainment Risk Testing 278

CIO Business Intelligence

FEBRUARY 23, 2024

Generative AI takes a front seat As for that AI strategy, American Honda’s deep experience with machine learning positions it well to capitalize on the next wave: generative AI. The key to a successful AI strategy, in part, is the quality and cleanliness of both structured and unstructured data, he says.

IT 122

IT Manufacturing Unstructured Data Strategy 122

Dataiku

MARCH 25, 2024

One limitation observed while testing the LENS approach, particularly in VQA, is its heavy reliance on the output of the first modules, namely CLIP and BLIP captions. Here is a figure showing a comparison of extraction from the same web document: Comparison between image-text pairs (left) and interleaved image-text documents (right).

Visualization 132

Visualization Modeling Experimentation Testing 132

IBM Big Data Hub

SEPTEMBER 7, 2023

In the “Managing your cloud ecosystems” blog series, we cover different strategies for ensuring that your setup functions smoothly with minimal downtime. Best practices for migrating The steps to migrate to a new OS are found in the IBM Cloud Kubernetes Service documentation.

Management 88

Management Testing Optimization Strategy 88

TDAN

MAY 31, 2022

One very influential factor that can potentially undermine your data and document strategies is the natural and emotional reactions of people when things change. Interactions between hardware and software are cautiously investigated, operating systems and network connections are carefully tested, […].

Testing 52

Testing Interactive Strategy Software 52

IBM Big Data Hub

FEBRUARY 6, 2024

Organizations that neglect to develop reliable cyber and disaster recovery strategies expose themselves to a broad range of threats that can have devastating consequences. A strong cyber recovery strategy includes a detailed plan that outlines how an organization will respond to a disruptive cyber incident. But what about cyberattacks?

Cost-Benefit 98

Cost-Benefit Testing Risk Strategy 98

CIO Business Intelligence

JUNE 8, 2023

There’s a strong need for workers with expertise in helping companies make sense of data, launch cloud strategies, build applications, and improve the overall user experience. Companies need qualified CTOs, CIOs, vice presidents, and directors who are focused on developing and overseeing the business’ overall technology strategy and goals.

IT 138

IT Digital Transformation Software Risk 138

IBM Big Data Hub

AUGUST 18, 2023

Regulators also require organizations to test business recovery processes periodically and provide documented test results showing that SLAs have been met. The need for a strong cyber-resilience strategy According to the IBM Cost of Data Breach Report 2023 , the global average cost of data breach was $4.45M.

Cost-Benefit 81

Cost-Benefit Testing Strategy Risk Management 81

CIO Business Intelligence

DECEMBER 7, 2023

Still, a disaster recovery plan is part of the overall strategy to ensure business continuity, and the business continuity plan should inform the action items detailed in an organization’s disaster recovery plan. There’s no better test of your capability to do so than right after an adverse event.

Testing 117

Testing Risk Management Strategy 117

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

IBM Big Data Hub

SEPTEMBER 5, 2023

In the “Managing your cloud ecosystems” blog series, we cover different strategies for ensuring that your setup functions smoothly with minimal downtime. Changes included in patch updates are documented in the version change logs. Begin in your development environment, followed by your QA clusters.

Management 70

Management Testing Strategy IT 70

CIO Business Intelligence

OCTOBER 3, 2023

Process optimisation: processes are examined, re-engineered, standardised and carefully tested prior to being automated processes. Intelligent document processing: uses artificial intelligence and machine learning techniques to automate the processing of documents and unstructured data. .

Cost-Benefit 114

Cost-Benefit Machine Learning Interactive Software 114

AWS Big Data

AUGUST 21, 2023

Lexical search looks for words in the documents that appear in the queries. Background A search engine is a special kind of database, allowing you to store documents and data and then run queries to retrieve the most relevant ones. OpenSearch Service supports a variety of search and relevance ranking techniques.

Data Processing 89

Data Processing Experimentation Visualization Metrics 89

AWS Big Data

MARCH 14, 2024

Kafka topic migration strategy With the MSK cluster setup complete, we performed a data migration of Kafka topics from the old cluster running on Amazon EC2 to the new MSK cluster. Implement a concurrent replication strategy – We implemented a concurrent replication strategy with 15 MirrorMaker nodes to expedite the migration process.

Management 104

Management Insurance Optimization Strategy 104

CIO Business Intelligence

JULY 31, 2023

AI/ML will create the first drafts of a tagging structure and recommend questions and answers by identifying the areas where your team is most frequently asking for good documentation or solutions. As your organization and tools evolve, this capability allows users to easily integrate new documents in the future.

Testing 81

Testing Visualization Enterprise Technology 81

CIO Business Intelligence

MAY 2, 2024

A strategy for autonomy Siemens has three primary approaches to RPA: the initiative approach, the citizen developer approach, and robotics as a service. Bock’s team has created a community where everyone is required to document their processes with a brief description about who was involved and what the results were for the business.

Informatics 100

Informatics Software Business Intelligence Testing 100

CIO Business Intelligence

OCTOBER 13, 2023

The data architect also “provides a standard common business vocabulary, expresses strategic requirements, outlines high-level integrated designs to meet those requirements, and aligns with enterprise strategy and related business architecture,” according to DAMA International’s Data Management Body of Knowledge.

Data Architecture 130

Data Architecture Data Warehouse Statistics Visualization 130

CIO Business Intelligence

JANUARY 26, 2024

But it is the cloud — and Ford’s cloud-first strategy — that is propelling Ford’s transformation where the rubber meets the road. In this way, Ford’s API strategy, fueled by the cloud, has expanded Ford Pro’ value proposition for its larger commercial customer segment, making Ford a cloud software vendor in its own right.

IoT 115

IoT Manufacturing Digital Transformation Internet of Things 115

Smart Data Collective

FEBRUARY 9, 2022

Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. Let’s dive right into how DirectX visualization can boost analytics and facilitate testing for you as an Algo-trader, quant fund manager, etc. So, how can DirectX visualization improve your analytics and testing as a trader?

Visualization 133

Visualization Optimization Analytics Testing 133

Smart Data Collective

MAY 7, 2023

This article will outline key steps companies should take to have a competitive advantage by adopting new technologies and incorporating them into their digital transformation strategy. Organizations must be aware of the latest trends in order to implement the most effective cybersecurity strategies.

Digital Transformation 107

Digital Transformation Risk Strategy Testing 107

CIO Business Intelligence

JANUARY 16, 2024

In the rush to establish technical strategies for making good on the promise of generative AI, many CIOs find themselves running headlong into what may be their most challenging task yet: preparing their organization’s end-users — from knowledge workers and assembly line laborers to doctors, accountants, and lawyers — to co-exist with generative AI.

Cost-Benefit 117

Cost-Benefit Enterprise Unstructured Data Technology 117

CIO Business Intelligence

APRIL 9, 2024

One SCADA engineer, for example, started using generative AI “to create synthetic data for testing our SCADA systems,” Melby says. “As Vladimir Tsoy, business applications supervisor at Dairyland, says Melby’s strategy and “progressive stance on technology” has been a “game changer” for the power company.

Digital Transformation 94

Digital Transformation Machine Learning Data Lake Software 94

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

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. This is partly why partnerships have been integral to CBRE’s strategy.

Experimentation 124

Experimentation Strategy Machine Learning Interactive 124