Analytics and Risk Management - Data Leaders Brief

Model Risk Management And the Role of Explainable Models(With Python Code)

Analytics Vidhya

DECEMBER 21, 2020

The post Model Risk Management And the Role of Explainable Models(With Python Code) appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. Photo by h heyerlein on Unsplash Introduction Similar to rule-based mathematical.

Risk Management

Risk Management Risk Modeling Management

How A Data Catalog Enhances Data Risk Management

Alation

JANUARY 9, 2023

Alation joined with Ortecha , a data management consultancy, to publish a white paper providing insights and guidance to stakeholders and decision-makers charged with implementing or modernising data risk management functions. The Increasing Focus On Data Risk Management. Download the complete white paper now.

Risk Management

Risk Management Risk Management Metadata

Data Scalability Raises Considerable Risk Management Concerns

Smart Data Collective

JUNE 19, 2019

As such, you should concentrate your efforts in positioning your organization to mine the data and use it for predictive analytics and proper planning. The Relationship between Big Data and Risk Management. Tips for Improving Risk Management When Handling Big Data. Vendor Risk Management (VRM).

Risk Management

Risk Management Risk Management Big Data

Webinars

The Key to Sustainable Energy Optimization: A Data-Driven Approach for Manufacturing

From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

How To Get Promoted In Product Management

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How BI Improves Risk Management within Organisations

Sisense

JANUARY 7, 2022

As businesses adapt to the pandemic and shift to new norms, risk mitigation strategies have become as normal and ubiquitous as having a fire escape in the office. Smarter, AI-driven learning and development initiatives will help mitigate risk in our rapidly evolving world.

Risk Management

Risk Management Risk Management Dashboards

What Is Model Risk Management and How is it Supported by Enterprise MLOps?

Domino Data Lab

AUGUST 6, 2021

Model Risk Management is about reducing bad consequences of decisions caused by trusting incorrect or misused model outputs. Systematically enabling model development and production deployment at scale entails use of an Enterprise MLOps platform, which addresses the full lifecycle including Model Risk Management.

Risk Management

Risk Management Risk Modeling Enterprise

XAI: Accuracy vs Interpretability for Credit-Related Models

Analytics Vidhya

DECEMBER 4, 2022

When too much risk is restricted to very few players, it is considered as a notable failure of the risk management framework. […]. The post XAI: Accuracy vs Interpretability for Credit-Related Models appeared first on Analytics Vidhya.

Modeling

Modeling Risk Management Risk Management

Ways in Which AI can Improve Enterprise Risk Management

bridgei2i

SEPTEMBER 24, 2020

However, risk management is no way lagging. ERM or Enterprise Risk Management is being used to identify crises long before it blows up into a huge problem. AI is being used to assess, prioritize, and mitigate risks in the enterprise so that the business operations do not take a hit. Risk Management Model.

Risk Management

Risk Management Risk Enterprise Management

PODCAST: COVID19 | Redefining Digital Enterprises – Episode 7: The Impact of COVID-19 on Financial Services & Risk Management

bridgei2i

JUNE 2, 2020

Episode 7: The Impact of COVID-19 on Financial Services & Risk. Management. The Impact of COVID-19 on Financial Services & Risk Management. I collaborate with multiple stakeholders across many global companies enabling high impact business transformation strategies, and guiding them in their analytics journey.

Risk Management

Risk Management Risk Enterprise Management

PODCAST: Making AI Real – Episode 2: AI enabled Risk Management for FS powered by BRIDGEi2i Watchtower

bridgei2i

NOVEMBER 20, 2020

Episode 2: AI enabled Risk Management for FS powered by BRIDGEi2i Watchtower. AI enabled Risk Management for FS powered by BRIDGEi2i Watchtower. Today the Chief Risk Officers(CROs) struggle with the critical task of monitoring and assessing key risks in real time and firefight to mitigate any critical issues that arise.

Risk Management

Risk Management Risk Management Metrics

Data Analytics Helps Hedge Funds Improve Customer ROIs

Smart Data Collective

JULY 16, 2023

We mentioned that data analytics is vital to marketing , but it is affecting many other industries as well. The market for financial analytics was worth $8.2 The market for financial analytics was worth $8.2 We will talk about some of the biggest ways that big data is changing the future of risk management among hedge funds.

ROI

ROI Data Analytics Analytics Risk Management

Practical Points from the DGPO: An Introduction to Information Risk Management

TDAN

APRIL 6, 2021

There are also emerging concerns about the ways that big data analytics potentially influence and bias automated decision-making. Individuals are starting to pay attention to organizational vulnerabilities that compound risks associated with managing, protecting, and enabling access […].

Risk Management

Risk Management Risk Management Big Data

Automotive Industry Uses Analytics To Solve Pressing Supply Chain Issues

Smart Data Collective

JUNE 23, 2022

In light of this, industry experts are using analytics to streamline production and minimize waste to address these challenges. Here’s an in-depth look into analytics and its role in the automotive sector. Each aspect of the automotive workflow has its respective form of analytics. Risk Management. Conclusion.

Analytics

Analytics Manufacturing Internet of Things Risk

How Big Data Analytics & AI Combined can Boost Performance Immensely

Smart Data Collective

MAY 8, 2022

Big data, analytics, and AI all have a relationship with each other. For example, big data analytics leverages AI for enhanced data analysis. Brands are closely working to solve this as they dive deep into the world of big data analytics. What is the relationship between big data analytics and AI? Business analytics.

Big Data

Big Data Data Analytics Analytics Cost-Benefit

What the Digital Operational Resilience Act means for you

CIO Business Intelligence

MARCH 18, 2024

Every business in some form or another is looking to adopt and integrate emerging technologies—whether that’s artificial intelligence, hybrid cloud architectures, or advanced data analytics—to help achieve a competitive edge and reach key operational goals. So, with no time to waste, where should they get started?

Risk Management

Risk Management Insurance Risk Testing

Transforming FSI in ASEAN with Cloud Analytics

CIO Business Intelligence

APRIL 28, 2022

Right from the start, auxmoney leveraged cloud-enabled analytics for its unique risk models and digital processes to further its mission. Particularly in Asia Pacific , revenues for big data and analytics solutions providers hit US$22.6bn in 2020 , with financial services companies ranking among their biggest clients.

Analytics

Analytics Insurance Big Data Uncertainty

Essential skills and traits of chief AI officers

CIO Business Intelligence

MAY 9, 2024

They should lead the efforts to tie AI capabilities to data analytics and business process strategies and champion an AI-first mindset throughout the organization. And they should have a proficiency in data science and analytics to effectively leverage data-driven insights and develop AI models.

Risk Management

Risk Management Risk Cost-Benefit Technology

The Evolving Role of Analytics in Strategic Financial Management

Smart Data Collective

JUNE 3, 2021

Analytics technology is becoming integral to the field of finance. The market for financial analytics services is projected to be worth over $11 billion within the next five years. Analytics is particularly important for developing strategic financial management policies. Role of Analytics in Strategic Financial Planning.

Management

Management Finance Analytics Analytics Technologies

Combine transactional, streaming, and third-party data on Amazon Redshift for financial services

AWS Big Data

FEBRUARY 1, 2024

Amazon Redshift features like streaming ingestion, Amazon Aurora zero-ETL integration , and data sharing with AWS Data Exchange enable near-real-time processing for trade reporting, risk management, and trade optimization. Database cluster – For this solution, we use an Amazon Aurora MySQL-Compatible Edition 8.0 version cluster.

Data Warehouse

Data Warehouse Dashboards Risk Management Risk

What keeps IT leaders up at night?

CIO Business Intelligence

JUNE 23, 2023

It allows organizations to reap the benefits of the highly secure mainframe and the analytics and artificial intelligence capabilities that the cloud offers. Risk Management: Risk management is a critical focus for technology professionals.

IT

IT Risk Management Risk Optimization

Predictive Analytics Use Case: Predictive Analytics Using External Data!

Smarten

MAY 17, 2019

With the right advanced analytical tools, a business can combine internal and external data to understand and anticipate trends, patterns and factors that will affect the bottom line, the supply chain, resource and location planning and other aspects of business success. Learn More: Predictive Analytics Using External Data.

Predictive Analytics

Predictive Analytics Analytics Predictive Modeling Risk Management

How Data Analytics Is Changing The Insurance Industry

Smart Data Collective

JUNE 26, 2019

The insurance industry is based on the idea of managing risk. To determine this risk, the industry must consult data and see what trends are evident to draft their risk profiles. The twenty-first century offers a lot of exciting innovations when it comes to data processing and analytics.

Insurance

Insurance Data Analytics Analytics IoT

Insurance Dashboard Design: KPIs, Analytics & Examples

FineReport

AUGUST 13, 2021

Insurance companies provide risk management in the form of insurance contracts. Industry-specific, comprehensive, and reliable data management and presentation have become an issue of increasing concern in the insurance industry. Insurance Dashboard Design: KPIs, Analytics & Examples shows at FineReport first.

Insurance

Insurance Dashboards KPI Analytics

Emerging Risks are Systemic

Teradata

APRIL 26, 2022

Managing the new class of emerging risks requires infusing the principles of resiliency and efficient risk analytics into traditional risk management frameworks.

Risk

Risk Risk Management Management Analytics

How Big Data Impacts The Finance And Banking Industries

Smart Data Collective

SEPTEMBER 17, 2020

Nowadays, terms like ‘Data Analytics,’ ‘Data Visualization,’ and ‘Big Data’ have become quite popular. Data analytics are now very crucial whenever there is a decision-making process involved. Analytics and big data play a critical role when it comes to the financial industry. Perks Associated with Big Data.

Big Data

Big Data Finance Risk Management Risk

How to Protect Your Small Business from Cyberattacks with Data Analytics

Smart Data Collective

JUNE 24, 2021

Data analytics has dramatically upended our lives. One of the biggest implications of data analytics technology in the 21st Century is that it has led to a number of new cybersecurity solutions. More cybersecurity professionals are employing it as they discover the importance of data analytics in stopping cyberattacks.

Data Analytics

Data Analytics Analytics Internet of Things Measurement

Beyond Building Reports — Infusing Analytics into Applications with DNV

Sisense

MAY 13, 2021

Despite analytics software being widely available for decades, adoption rates across organizations (even high-tech ones) are still abysmally low. Understanding the difference: Reports vs. analytic application. DNV is an independent expert in risk management and assurance, operating in more than 100 countries.

Reporting

Reporting Analytics Dashboards Key Performance Indicator

Inside Nasdaq’s AI-fueled pivot to SaaS provider

CIO Business Intelligence

SEPTEMBER 14, 2023

As the first company to store data under regulation on the cloud, Nasdaq’s cloud roots go way back, says Peterson, whose IT department embraces Amazon Web Services as its primary cloud provider, relying on Amazon Redshift Spectrum for data analytics and warehousing.

Risk Management

Risk Management Risk Marketing Cost-Benefit

Data Analytics for Crypto Casinos: Significance and Challenges

BizAcuity

APRIL 6, 2022

Hence, a lot of time and effort should be invested into research and development, hedging and risk management. Crypto casinos need a solid operation strategy, an analytics platform and a fail-safe mechanism in place. Moreover, there should be a powerful data management and analytics pipeline for operational usage.

Data Analytics

Data Analytics Analytics B2B Deep Learning

The synergy between UEM and medical device risk management

IBM Big Data Hub

OCTOBER 9, 2023

Unified endpoint management (UEM) and medical device risk management concepts go side-by-side to create a robust cybersecurity posture that streamlines device management and ensures the safety and reliability of medical devices used by doctors and nurses at their everyday jobs.

Risk Management

Risk Management Risk Management Measurement

IRM 2020: Market Momentum Continues

John Wheeler

JANUARY 30, 2020

2020 marks Gartner’s fifth year of integrated risk management (IRM) technology coverage and the market continues to grow at a rapid pace. As a result, IRM technology is increasingly being utilized for new use cases in digital risk, quality risk and environmental, health & safety (EH&S) risk.

Marketing

Marketing Risk Management Digital Transformation Risk

ISO 20022: Are your payment systems ready?

IBM Big Data Hub

APRIL 18, 2023

ISO 20022 drives improved analytics and new revenue opportunities ISO 20022 enables more sophisticated payment analytics by providing a richer data set for analysis. Improved Analytics: financial institutions can access more detailed information about each transaction, enabling more sophisticated payment analytics.

Risk Management

Risk Management Cost-Benefit Risk Data-driven

Information Builders and Capital Markets Consulting Launch Global Partnership to Address Risk Management

Information Builders

APRIL 20, 2015

Today at the 2015 CEB Financial Services Technology Summit, Information Builders, a leader in business intelligence ( BI ) and analytics, information integrity, and integration solutions, announced a global partnership with Capital Markets Consulting to help banks, investment managers, and regulators facilitate improved data analysis and enable better (..)

Consulting

Consulting Risk Management Risk Marketing

Cloudera wins Risk Markets Technology Award for Data Management Product of the year

Cloudera

FEBRUARY 4, 2021

Financial services institutions need the ability to analyze and act on massive volumes of data from diverse sources in order to monitor, model, and manage risk across the enterprise. They need a comprehensive data and analytics platform to model risk exposures on-demand. Cloudera is that platform. Highly Scalable.

Risk

Risk Marketing Technology Management

Modular architecture drives productivity and risk management at Gilbane

CIO Business Intelligence

JANUARY 24, 2024

Rather than divide IT, digital, and data into different functional leadership roles, Gilbane’s executive management decided, for the first time, to put all of these transformational teams under one leader. “My In construction, our teams are managing the construction of hundreds of projects happening at any one time,” she says.

Risk Management

Risk Management Risk Management Digital Transformation

AI Governance: Perspectives on Taking Concepts to Practice

Dataiku

FEBRUARY 18, 2022

As AI pushes the traditional analytics lifecycle to evolve, traditional risk management is not usually equipped to address all of its implications. Companies are now embarking on a journey to upgrade existing governance frameworks to account for these new methodologies and technologies.

Risk Management

Risk Management Data Processing Risk Enterprise

4 smart technologies modernizing sourcing strategy

IBM Big Data Hub

FEBRUARY 28, 2024

Successful strategic sourcing often results in process optimization, cost management, customer satisfaction, risk management , increased sustainability and other benefits. In addition to enhanced decision-making, flexibility and visibility, analytics engines paired with AI can help manage supplier risk.

Strategy

Strategy Technology Cost-Benefit Risk Management

Creating value with generative AI in manufacturing

CIO Business Intelligence

FEBRUARY 20, 2024

Microsoft Copilot can bring to bear a range of capabilities to help manufacturers mitigate risk, manage their inventory, improve planning, and make informed decisions quickly across the entire supply chain. Copilot helps engineers generate code using natural language prompts, automates routine tasks, and improves design efficiency.

Manufacturing

Manufacturing Sales Risk Management Forecasting

The Countdown to DORA

CIO Business Intelligence

OCTOBER 17, 2022

DORA’s uniform requirements for the security of network and information systems encompass not only enterprises in the financial sector, but also critical third-party vendors providing information and communications technology–related services to the financial sector, such as cloud platforms and data analytics. Meeting the Challenges.

Risk Management

Risk Management Risk Enterprise Testing

Delivering AI Governance for New Roles With Dataiku 10

Dataiku

JANUARY 13, 2022

Governance is often the last thing that data, analytics, and AI teams want to think about, but it is one of the keys to delivering AI at scale. With the new functionality, new roles are joining the AI team, including program and risk managers, analytics leaders, and even domain experts.

Risk Management

Risk Management Risk Data Analytics Management

A Detailed Introduction on Data Lakes and Delta Lakes

Analytics Vidhya

AUGUST 31, 2022

You may run different types of analytics, from dashboards and visualizations to big data processing, real-time analytics, and machine […]. The post A Detailed Introduction on Data Lakes and Delta Lakes appeared first on Analytics Vidhya.

Data Lake

Data Lake Unstructured Data Big Data Dashboards

Improving Big Data Analytics To Address Cybersecurity Challenges

Smart Data Collective

OCTOBER 14, 2019

That is how “big” the need for big data analytics came to be. More specifically, big data analytics offers users the ability to generate relevant insights from heaps of data. InfoSec specialists, in particular, find big data analytics very helpful in analyzing online threats. Understanding Big Data Analytics.

Big Data

Big Data Data Analytics Analytics Unstructured Data

Credit Risk Reloaded For A Modern World

Teradata

JANUARY 27, 2022

The prevalence of new business models, emerging global risks & modernization of data processing in the cloud is ushering in a new era for credit risk management & the transformation of risk analytics.

Risk

Risk Risk Management Data Processing Modeling

Achieve Data Center Excellence with IBM and VMware

IBM Big Data Hub

JANUARY 30, 2024

Finance: Optimized for high-speed transactions and can assist in providing robust security, harnessing AI for fraud detection and real-time risk management. Healthcare: Support telemedicine and patient data analytics, requiring stringent compliance regulations.

Manufacturing

Manufacturing Business Objectives Optimization Risk Management

20 for 20: IRM Critical Capabilities & Top 20 Functions / Features

John Wheeler

OCTOBER 20, 2020

We continue our “20 for 20” theme this year by highlighting the integrated risk management (IRM) critical capabilities and top 20 software functions / features. Risk Quantification and Analytics. Beyond assessing risk from a qualitative perspective, companies in many industries (e.g.,

Risk Management

Risk Management Risk Predictive Modeling Insurance

Model Risk Management And the Role of Explainable Models(With Python Code)

How A Data Catalog Enhances Data Risk Management

Webinars

Trending Sources

Data Scalability Raises Considerable Risk Management Concerns

Webinars

How BI Improves Risk Management within Organisations

What Is Model Risk Management and How is it Supported by Enterprise MLOps?

XAI: Accuracy vs Interpretability for Credit-Related Models

Ways in Which AI can Improve Enterprise Risk Management

PODCAST: COVID19 | Redefining Digital Enterprises – Episode 7: The Impact of COVID-19 on Financial Services & Risk Management

PODCAST: Making AI Real – Episode 2: AI enabled Risk Management for FS powered by BRIDGEi2i Watchtower

Data Analytics Helps Hedge Funds Improve Customer ROIs

Practical Points from the DGPO: An Introduction to Information Risk Management

Automotive Industry Uses Analytics To Solve Pressing Supply Chain Issues

How Big Data Analytics & AI Combined can Boost Performance Immensely

What the Digital Operational Resilience Act means for you

Transforming FSI in ASEAN with Cloud Analytics

Essential skills and traits of chief AI officers

The Evolving Role of Analytics in Strategic Financial Management

Combine transactional, streaming, and third-party data on Amazon Redshift for financial services

What keeps IT leaders up at night?

Predictive Analytics Use Case: Predictive Analytics Using External Data!

How Data Analytics Is Changing The Insurance Industry

Insurance Dashboard Design: KPIs, Analytics & Examples

Emerging Risks are Systemic

How Big Data Impacts The Finance And Banking Industries

How to Protect Your Small Business from Cyberattacks with Data Analytics

Beyond Building Reports — Infusing Analytics into Applications with DNV

Inside Nasdaq’s AI-fueled pivot to SaaS provider

Data Analytics for Crypto Casinos: Significance and Challenges

The synergy between UEM and medical device risk management

IRM 2020: Market Momentum Continues

ISO 20022: Are your payment systems ready?

Information Builders and Capital Markets Consulting Launch Global Partnership to Address Risk Management

Cloudera wins Risk Markets Technology Award for Data Management Product of the year

Modular architecture drives productivity and risk management at Gilbane

AI Governance: Perspectives on Taking Concepts to Practice

4 smart technologies modernizing sourcing strategy

Creating value with generative AI in manufacturing

The Countdown to DORA

Delivering AI Governance for New Roles With Dataiku 10

A Detailed Introduction on Data Lakes and Delta Lakes

Improving Big Data Analytics To Address Cybersecurity Challenges

Credit Risk Reloaded For A Modern World

Achieve Data Center Excellence with IBM and VMware

20 for 20: IRM Critical Capabilities & Top 20 Functions / Features

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