DataRobot Blog

JUNE 27, 2022

Monitoring Model Metrics. With this data in hand, we are able to measure both the data drift and model performance, both of which are essential metrics in measuring the health of the deployed model. These observations would have spanned a distribution, which the model leveraged to make its forecasts.

Risk 59

Risk Modeling Metrics Measurement 59

datapine

MARCH 31, 2022

For instance, you will learn valuable communication and problem-solving skills, as well as business and data management. Added to this, if you work as a data analyst you can learn about finances, marketing, IT, human resources, and any other department that you work with. They can help a company forecast demand, or anticipate fraud.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

FineReport

APRIL 9, 2024

Benefits of Utilizing BI Tools The utilization of data analysis tools such as business intelligence software offers numerous benefits for organizations seeking to gain a competitive edge in today’s dynamic market landscape. This results in optimized resource utilization and cost efficiencies while enhancing overall productivity.

Business Intelligence 52

Business Intelligence Software Data-driven Predictive Modeling 52

IBM Big Data Hub

JULY 27, 2023

The oil and gas industry remains an integral part of the energy landscape, but it faces a number of modern challenges, including volatile market conditions, expanding environmental regulations and the growing need for operational efficiency. As of 2022, the EAM market was valued at nearly $6 billion , with a compound annual growth rate of 16.9%

Cost-Benefit 56

Cost-Benefit IoT Internet of Things Enterprise 56

Cloudera

JUNE 29, 2023

Implementing a modern data architecture makes it possible for financial institutions to break down legacy data silos, simplifying data management, governance, and integration — and driving down costs. Financial institutions can use ML and AI to: Support liquidity monitoring and forecasting in real time.

Data Architecture 85

Data Architecture Risk Management Risk Management 85

IBM Big Data Hub

APRIL 4, 2024

By connecting workflow management, centralizing data management , and fostering collaboration and communication, BPM enables organizations to remain competitive by providing access to accurate and timely data. BPM can also provide real-time visibility into claim status and performance metrics.

Management 54

Management Cost-Benefit Metrics Consulting 54

Jet Global

JANUARY 11, 2021

There are obviously some core functions associated with the CFO position, such as producing clear, accurate financial statements, attending to cash flow and the efficient use of working capital , risk management, responsibility for tax and compliance , and ensuring that the necessary internal controls are in place.

Analytics 75

Analytics Key Performance Indicator Finance Risk Management 75

CIO Business Intelligence

JANUARY 26, 2023

In many cases, cloud cost managers are part of a larger suite designed to not just watch the bottom line but also enforce other rules such as security. Some are not marketed directly as cloud control tools but have grown to help solve this problem. Newer AIOps can deliver artificial intelligence solutions too.

Management 116

Management Forecasting Dashboards Optimization 116

datapine

AUGUST 29, 2022

And with that understanding, you’ll be able to tap into the potential of data analysis to create strategic advantages, exploit your metrics to shape them into stunning business dashboards , and identify new opportunities or at least participate in the process. Product/market fit is THE most important factor to get right.

Big Data 263

Big Data Data Analytics Analytics Data mining 263

Smart Data Collective

FEBRUARY 20, 2022

Different DAM providers use different approaches to defining the key metrics that influence the cost of an off-the-shelf solution. In the case of mature solutions that have been on the market for a long time, it is easier to find qualified administrators. DAM market trends and forecasts.

Behavioral Analytics 116

Behavioral Analytics Risk Machine Learning Interactive 116

Insight

FEBRUARY 19, 2020

Photo by Roberto Nickson on Unsplash Much effort has been spent understanding and forecasting the success of movies (e.g., Building Models to Predict Movie Profitability Here I use profitability as the metric of success for a film and define profitability as the return on investment (ROI). ROI = Profit/Budget).

Risk 67

Risk ROI Modeling Metrics 67

Domino Data Lab

FEBRUARY 4, 2019

Eric’s article describes an approach to process for data science teams in a stark contrast to the risk management practices of Agile process, such as timeboxing. The ability to measure results (risk-reducing evidence). Without delving into economic forecast techniques such as J curves, GPTs, etc.,

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

bridgei2i

JULY 15, 2020

In the wake of this situation, companies that have protocols related to risk management and agility in management decisions are primed for success. Risk Management Procedures. Businesses with a sizable digital portfolio that are equipped with robust risk management protocols will be able to stay ahead of the pack.

Testing 52

Testing KPI Risk Management Measurement 52

bridgei2i

APRIL 29, 2020

In the wake of this situation, companies that have protocols related to risk management and agility in management decisions are primed for success. Risk Management Procedures. Businesses with a sizable digital portfolio that are equipped with robust risk management protocols will be able to stay ahead of the pack.

KPI 52

KPI Risk Management Measurement Forecasting 52

Andrew White

JANUARY 11, 2021

How does CDO overlap with Market Research functions? I suspect some of our analysts who cover market research would have insight here. For example, it is possible the CDO is the head of Marketing. So, a market research function can be supported by a CDO however the organization is structured. Product Management.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Jet Global

NOVEMBER 16, 2022

A board report can contain many types of information including financial data, data related to key performance indicators (KPIs), and future forecasting. Knowing where you sit with regards to market demands is integral to success. management satisfaction. Compliance Risk Management. Give Your Metrics Context.

Reporting 94

Reporting Software Key Performance Indicator Dashboards 94

Jet Global

APRIL 5, 2021

Financial modeling involves combining key accounting, finance, and business metrics to build an abstract representation, or model, of a company’s financial situation. Executives typically use financial models to make decisions regarding: Budgeting and forecasting. Risk management. What Is Financial Modeling?

Modeling 98

Modeling Forecasting Metrics Finance 98

Jet Global

MAY 9, 2024

Job schedulers help coordinate the pipeline’s different stages and manage dependencies between tasks. Monitoring can include tracking performance metrics such as execution time and resource usage, and logging errors or failures for troubleshooting and remediation.

Data Lake 52

Data Lake Data Warehouse Business Intelligence Machine Learning 52