Domino Data Lab

AUGUST 1, 2021

In this article we cover explainability for black-box models and show how to use different methods from the Skater framework to provide insights into the inner workings of a simple credit scoring neural network model. The interest in interpretation of machine learning has been rapidly accelerating in the last decade. See Ribeiro et al.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

CIO Business Intelligence

FEBRUARY 20, 2024

In this way, manufacturers would be able to reduce risk, increase resilience and agility, boost productivity, and minimise their environmental footprint. Industrial knowledge graphs employ industry-standard metadata to contextualize and structure data so it can be used in large language models. Avanade is attending Hanover Messe 2024.

Data Architecture 88

Data Architecture Unstructured Data Manufacturing IT 88

CIO Business Intelligence

JULY 13, 2022

The event kicks off with a conversation with Blackstone CSO Adam Fletcher on confronting assumptions about SaaS security and adopting a shared responsibility model. Wrapping up the day, CN Assistant Vice-President and CISO Vaughn Hazen will share how to optimize investments in information security and the best ways to mitigate risk.

Strategy 120

Strategy Metrics Risk Risk Management 120

DataRobot Blog

FEBRUARY 2, 2023

Large language models, also known as foundation models, have gained significant traction in the field of machine learning. These models are pre-trained on large datasets, which allows them to perform well on a variety of tasks without requiring as much training data. What Are Large Language Models?

Modeling 52

Modeling Machine Learning Data Processing Interactive 52

CIO Business Intelligence

APRIL 24, 2024

But to find ways it can help grow a company’s bottom line, CIOs have to do more to understand a company’s business model and identify opportunities where gen AI can change the playing field. We quickly learned we needed to build models internally in a dedicated environment or a cloud environment that’s 100% secured and controlled,” he says.

Sales 125

Sales Finance Experimentation Cost-Benefit 125

O'Reilly on Data

MARCH 23, 2023

What is it, how does it work, what can it do, and what are the risks of using it? It’s important to understand that ChatGPT is not actually a language model. It’s a convenient user interface built around one specific language model, GPT-3.5, The GPT-series LLMs are also called “foundation models.” GPT-2, 3, 3.5,

IT 258

IT Modeling Testing Risk 258

CIO Business Intelligence

JULY 7, 2023

As more individuals use browser-based apps to get their work done, IT leaders need to provide seamless access to corporate apps and tools while minimizing security risks. Finding the right use cases for AI while minimizing risk to the business requires collaboration between IT and the workforce. Here are their top tips.

Measurement 114

Measurement Risk Experimentation Enterprise 114

CIO Business Intelligence

JANUARY 23, 2023

LinkedIn partners up for a more diverse IT future Like AllianceBernstein, LinkedIn also partners with job training nonprofit Year Up, but takes the relationship a step further by pairing an employee volunteership program with workshop events for Year Up students.

Strategy 98

Strategy IT Reporting Data Processing 98

Cloudera

JUNE 13, 2023

The approach offered lower risks and allowed for comprehensive platform and application testing. A successful collaboration model The migration was completed on time and seamlessly by Cloudera’s Professional Services team, in collaboration with the ANZ Bank team.

Data-driven 77

Data-driven Analytics Insurance Big Data 77

IBM Big Data Hub

FEBRUARY 19, 2024

Financial benefits include increased revenue through the creation of adjacent industry business models, accessing new markets to establish more revenue streams, and growing existing revenue. Reduced costs through risk mitigation. The following sample use cases show associated data products and corresponding financial benefits.

Cost-Benefit 66

Cost-Benefit Data-driven Optimization Marketing 66

CIO Business Intelligence

AUGUST 4, 2022

Change management is relevant to nearly every industry, but it’s particularly important for businesses looking to improve processes, increase efficiency, and reduce errors and risk in IT, project management, and software and product development. The content of each exam is based on the institute’s Change Manager Competency Model.

Management 98

Management IT Risk Strategy 98

Cloudera

SEPTEMBER 7, 2023

With the emergence of new creative AI algorithms like large language models (LLM) fromOpenAI’s ChatGPT, Google’s Bard, Meta’s LLaMa, and Bloomberg’s BloombergGPT—awareness, interest and adoption of AI use cases across industries is at an all time high. But it’s also fraught with risk.

Insurance 81

Insurance Risk Data-driven Finance 81

CIO Business Intelligence

FEBRUARY 26, 2024

Organizations have implemented a variety of workforce models over the last two decades or so, but each has eventually proved to leave them with more questions than answers. Fast forward to today.

Cost-Benefit 93

Cost-Benefit Measurement Modeling Strategy 93

DataRobot Blog

OCTOBER 18, 2022

Monitoring and Managing AI Projects with Model Observability. Model Observability – the ability to track key health and service metrics for models in production – remains a top priority for AI-enabled organizations. DataRobot Booth at Big Data & AI Toronto 2022. DataRobot Use Cases. Monitoring with Machine Learning.

Big Data 96

Big Data Forecasting Experimentation Metrics 96

CIO Business Intelligence

AUGUST 17, 2023

But, as with any big new wave, there is a risk of once-promising projects being washed up and there are clear and obvious concerns over governance, quality and security. We ran workshops with every division of our business, educating them on the accelerating innovation in this area, brainstorming opportunities and risks.

Risk 95

Risk Cost-Benefit Strategy Experimentation 95

CIO Business Intelligence

JUNE 28, 2023

Belcorp operates under a direct sales model in 14 countries. Finally, our goal is to diminish consumer risk evaluation periods by 80% without compromising the safety of our products.” Its brands include ésika, L’Bel, and Cyzone, and its products range from skincare and makeup to fragrances.

Digital Transformation 91

Digital Transformation Cost-Benefit Informatics Data mining 91

CIO Business Intelligence

APRIL 6, 2022

Michael Riecica, director of security strategy and risk in Rockwell Automation ’s Chief Information Security Office, will drill into the security aspects of cloud strategy. Another opportunity for interaction with peers and experts will take place in a workshop on cloud as a business strategy platform led by Kevin L.

B2B 125

B2B Strategy ROI Digital Transformation 125

DataRobot Blog

NOVEMBER 15, 2022

A packed keynote session showed how repeatable workflows and flexible technology get more models into production. Our in-booth theater attracted a crowd in Singapore with practical workshops, including Using AI & Time Series Models to Improve Demand Forecasting and a technical demonstration of the DataRobot AI Cloud platform.

Big Data 52

Big Data Experimentation Data-driven Machine Learning 52

Data Insight

OCTOBER 19, 2021

The Di team conducted an ideation workshop with the client where multiple ideas were assessed based on how easily they could be executed and how quickly they would provide value. Th e Di team developed a churn model utilising the converged dataset and other applicable datasets. 16% Annualised churn rate before churn modelling.

Data-driven 52

Data-driven Modeling Finance Marketing 52

Ontotext

APRIL 27, 2023

However, the ease of access to information has also increased the risk of disinformation, which can have serious consequences. A cross-lingual, multimodal near-duplicate search feature helps to link debunks into spatio-temporal models of disinformation, using various methods to enhance metadata on tampered/fake content.

Technology 52

Technology Metadata Broadcasting Visualization 52

CIO Business Intelligence

JUNE 12, 2023

In 2012, COBIT 5 was released and in 2013, the ISACA released an add-on to COBIT 5, which included more information for businesses regarding risk management and information governance. One major difference between COBIT and other related frameworks is that it focuses specifically on security, risk management, and information governance.

Risk Management 74

Risk Management Strategy Digital Transformation Enterprise 74

DataRobot

DECEMBER 6, 2021

This mandatory risk assessment application is designed to help government departments and agencies better understand and manage the risks associated with automated decision systems. Data and models used for AIDA-driven decisions are regularly reviewed and validated for accuracy, relevance, and bias minimization.

Data-driven 52

Data-driven Risk Publishing Risk Management 52

CDW Research Hub

JUNE 10, 2021

Sirius Security helps them reduce risk, streamline and improve operations, and take a forward-leaning approach with proactive prevention, detection and response that keeps pace with threats. Security technologies, opportunities and risk create an ever-changing cybersecurity landscape. Program, Process & Risk Plan Development.

Enterprise 52

Enterprise Consulting Risk Business Objectives 52

CIO Business Intelligence

APRIL 6, 2022

The race to embrace digital technologies to compete and stay relevant in emerging business models is compelling organizations to shift focus. Infosys Living labs is a set of well-orchestrated innovation services for future-proofing customer businesses and de-risking their emerging technology transformations.

Experimentation 86

Experimentation Data Lake Uncertainty Enterprise 86

AWS Big Data

JUNE 21, 2023

Among them are the use of embedding models, a type of model that can encode a large body of data into an n-dimensional space where each entity is encoded into a vector, a data point in that space, and organized such that similar entities are closer together. An embedding model, for instance, could encode the semantics of a corpus.

Metrics 81

Metrics Measurement Modeling Dashboards 81

IBM Big Data Hub

NOVEMBER 30, 2023

Due to the evolving cybersecurity risks, threats, stringent and industry-specific regulations and compliance requirements within these sectors, their clients face a unique set of challenges, making the guidance and expertise of an expert MSSP such as eSec Forte indispensable. .

Cost-Benefit 68

Cost-Benefit Digital Transformation Data-driven Strategy 68

Domino Data Lab

OCTOBER 9, 2019

Paco Nathan’s latest article covers data practices from the National Oceanic and Atmospheric Administration (NOAA) Environment Data Management (EDM) workshop as well as updates from the AI Conference. The most interesting and important conference I attended recently was the NOAA EDM Workshop in Seattle. Introduction.

Deep Learning 69

Deep Learning Metadata Machine Learning Data Science 69

AWS Big Data

JANUARY 31, 2023

For AWS customers, effective data governance improves decision-making, increases business agility, provides a competitive advantage, and reduces the risk of fines due to non-compliance with regulatory obligations. We encourage you to check this feature in the Lake Formation workshop Integration with Amazon EMR using Runtime Roles.

Data Lake 84

Data Lake Data Governance Data Architecture Machine Learning 84

CIO Business Intelligence

JUNE 12, 2023

There are sales calls and workshops, and some book meetings right into the calendar. The company also lets AI make 3D models to follow a construction or streamline internal training. “We This also creates the risk of building a digital legacy with solutions that work on their own, but can’t be connected well together,” he says.

Sales 52

Sales Machine Learning Experimentation Deep Learning 52

CIO Business Intelligence

APRIL 22, 2022

The certification focuses on managing, budgeting, and determining scope for multiple projects, multiple project teams, and assessing and mitigating interdependent risks to deliver projects successfully. Requirements : None, but IAPM offers workshops through global training partners, or recommended literature for self-study.

Management 109

Management Cost-Benefit Testing Risk 109

Decision Management Solutions

AUGUST 18, 2020

Most organizations have many such decisions they could usefully digitize but many struggle to identify them ( get in touch if you are interested in our remote decision discovery and decision value assessment workshops). Build a decision model using the Decision Model and Notation standard first.

Machine Learning 88

Machine Learning Data-driven Descriptive Analytics Predictive Analytics 88

IBM Big Data Hub

DECEMBER 14, 2023

Another year has passed—it felt like the whole world was talking about and trying out tools powered by generative AI and Large Language Models (LLMs). The extension of the CIO office’s dedicated data center to the IBM public cloud allowed for experimentation and growth with zero risk.

Experimentation 68

Experimentation Testing Software Management 68

AWS Big Data

JULY 20, 2023

Orca Security is an industry-leading Cloud Security Platform that identifies, prioritizes, and remediates security risks and compliance issues across your AWS Cloud estate. Amazon SageMaker is used to build, train, and deploy a range of ML models. Additionally, SageMaker training jobs are employed for training the models.

Data Lake 90

Data Lake Analytics Snapshot Optimization 90

erwin

APRIL 4, 2019

In most cases, a new data governance framework requires people – those in IT and across the business, including risk management and information security – to change how they work. You can encourage feedback through surveys, workshops and open dialog. Any concerns they raise or recommendations they make should be considered.

Data Governance 75

Data Governance Data Quality Risk Management Data-driven 75

Domino Data Lab

MAY 8, 2019

Paco Nathan’s latest article features several emerging threads adjacent to model interpretability. I’ve been out themespotting and this month’s article features several emerging threads adjacent to the interpretability of machine learning models. Machine learning model interpretability. Introduction. 2018-06-21).

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Domino Data Lab

JUNE 2, 2019

We had data science leaders presenting about lessons learned while leading data science teams, covering key aspects including scalability, being model-driven, being model-informed, and how to shape the company culture effectively. Data science leadership: importance of being model-driven and model-informed.

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

Smart Data Collective

JUNE 14, 2022

High risk means high reward but there are certain steps you can take that almost guarantee commercial success, particularly when it comes to an online business. Use video conferencing tools such as Zoom or Teams to speak directly with viewers and run workshops to give them a little taste of what you have to offer. Find A Mentor.

Big Data 104

Big Data Data mining Metrics Sales 104