David Menninger's Analyst Perspectives

NOVEMBER 7, 2024

Finance people think in terms of money, but line-of-business managers almost always think in terms of things. A major practical benefit of using AI is putting predictive analytics within easy reach of any organization. Predictive AI will shortly be a common feature of dedicated business planning software.

Forecasting 130

Forecasting Machine Learning Finance Predictive Analytics 130

CIO Business Intelligence

APRIL 25, 2022

The data science path you ultimately choose will depend on your skillset and interests, but each career path will require some level of programming, data visualization, statistics, and machine learning knowledge and skills. On-site courses are available in Munich. Remote courses are also available. Locations: Online. Switchup rating: 5.0 (out

Data Science 145

Data Science Machine Learning Deep Learning Statistics 145

CIO Business Intelligence

MAY 9, 2024

That includes IT, to align AI technologies with existing infrastructure; HR, on workforce development; finance, to understand funding and new business cost models; and legal and compliance, to ensure responsible use of AI. This includes skills in statistical analysis, data visualization, and predictive modeling.

Risk Management 138

Risk Management Cost-Benefit Risk Technology 138

Smarten

SEPTEMBER 28, 2022

Predictive Analytics utilizes various techniques including association, correlation, clustering, regression, classification, forecasting and other statistical techniques. Predictive Analytics Using External Data. Online Target Marketing.

Predictive Analytics 52

Predictive Analytics Analytics Predictive Modeling Forecasting 52

IBM Big Data Hub

DECEMBER 20, 2023

Machine learning (ML) technologies can drive decision-making in virtually all industries, from healthcare to human resources to finance and in myriad use cases, like computer vision , large language models (LLMs), speech recognition, self-driving cars and more. However, the growing influence of ML isn’t without complications.

Machine Learning 73

Machine Learning Modeling Deep Learning Predictive Modeling 73

Smarten

JUNE 26, 2018

It is used to determine whether there is a statistically significant association between the two categorical variables. At 95% confidence level (5% chance of error) – As p-value = 0.041 which is less than 0.05, there is a statistically significant association between gender and product category purchased.

Testing 40

Testing Statistics IT Business Intelligence 40

BI-Survey

JANUARY 29, 2023

In the context of corporate planning, predictive planning and forecasting, it is therefore a major trend to use predictive models based on statistical methods and ML for forecasting and thorough analysis. It is therefore worth considering options to make improvements beyond the core finance area.

Forecasting 52

Forecasting Predictive Modeling Measurement Finance 52

Occam's Razor

OCTOBER 17, 2023

How can you possibly say 350 responses are statistically significant, we have 400,000 visits to our website every day? Iterate identification of the KPI with the finance process that approves the Purchase Order to fund the campaign. This gives you rare strength via all the power that Finance holds in most companies.

KPI 60

KPI Metrics Finance Key Performance Indicator 60

Domino Data Lab

JULY 9, 2019

The data science group, in particular, includes people from a “wide variety of intellectual trainings” including cognitive science, physics, finance, applied math, and more. He went into finance for a year, then he was super bored. One of the ways I frame that is, “Are you looking to build a predictive model?

Data Science 112

Data Science Machine Learning Advertising Modeling 112

Jet Global

MAY 9, 2024

Machine Learning Pipelines : These pipelines support the entire lifecycle of a machine learning model, including data ingestion , data preprocessing, model training, evaluation, and deployment. This allows them to make informed decisions about the next steps in their analysis or modeling process.

Data Lake 52

Data Lake Data Warehouse Business Intelligence Machine Learning 52

Jet Global

MAY 1, 2023

Advanced Analytics Some apps provide a unique value proposition through the development of advanced (and often proprietary) statistical models. Advanced Analytics Provide the unique benefit of advanced (and often proprietary) statistical models in your app. They can then pinpoint areas for improvement.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

CIO Business Intelligence

MAY 6, 2025

Predictive analytics: Turning insight into foresight Predictive analytics uses historical data and statistical models or machine learning algorithms to answer the question, What is likely to happen? You dont need a finance degree to prove ROI. This is where analytics begins to proactively impact decision-making.

Prescriptive Analytics 78

Prescriptive Analytics Predictive Analytics Descriptive Analytics ROI 78