Insight

AUGUST 5, 2020

This created a summary features matrix of 7472 recordings x 176 summary features, which was used for training emotion label prediction models. Prediction models An Exploratory Data Analysis showed improved performance was dependent on gender and emotion. up to 20% for prediction of ‘happy’ in females?

Predictive Modeling 98

Predictive Modeling Statistics Modeling Measurement 98

CIO Business Intelligence

FEBRUARY 10, 2023

Predictive analytics has captured the support of wide range of organizations, with a global market size of $12.49 The report projects the market will reach $38 billion by 2028, growing at a compound annual growth rate (CAGR) of about 20.4% Predictive models can help businesses attract, retain, and nurture their most valued customers.

Predictive Analytics 145

Predictive Analytics Analytics Predictive Modeling Forecasting 145

Smarten

MARCH 13, 2018

That may seem like a tall order but with the right business intelligence software, you can provide predictive analytics for business users, including assisted predictive modeling that walks users through the analytical process and allows them to achieve the best results without a sophisticated knowledge of data analytical techniques.

Predictive Modeling 40

Predictive Modeling Modeling Analytics Predictive Analytics 40

Occam's Razor

NOVEMBER 18, 2014

Short story #2: Predictive Modeling, Quantifying Cost of Inaction. It is created using the All Traffic Sources report in Google Analytics, and clicking Source (rather than the default Source/Medium). Short story #2: Predictive Modeling, Quantifying Cost of Inaction. Thank goodness for predictive models.

Visualization 145

Visualization Slice and Dice Predictive Modeling Metrics 145

datapine

AUGUST 14, 2019

Many users also report its power in constructed-in capabilities and libraries, data manipulation, and reporting. They might implement a MySQL report builder to relieve the IT department from carrying out SQL queries and, therefore, save enormous amounts of resources and create a cost-effective business environment.

Data Science 214

Data Science Statistics Business Intelligence Visualization 214

Juice Analytics

APRIL 21, 2021

There are many choices: Dashboards Reports Self-service BI tools Predictive models One-off analyses using slides Spreadsheet models It is a confusing array of ways to deliver data to these data consumers. In what form do you answer the growing array of questions and needs? What’s the right tool for the job?

Advertising 133

Advertising Data-driven Dashboards Predictive Modeling 133

CIO Business Intelligence

JULY 5, 2022

Data analytics is used across disciplines to find trends and solve problems using data mining , data cleansing, data transformation, data modeling, and more. Business analytics also involves data mining, statistical analysis, predictive modeling, and the like, but is focused on driving better business decisions.

Business Analytics 136

Business Analytics Prescriptive Analytics Data mining Diagnostic Analytics 136

datapine

MARCH 25, 2022

While some experts try to underline that BA focuses, also, on predictive modeling and advanced statistics to evaluate what will happen in the future, BI is more focused on the present moment of data, making the decision based on current insights. Let’s see it with an example. Imagine you own an online shoe store.

Business Intelligence 264

Business Intelligence Analytics Statistics Dashboards 264

BizAcuity

NOVEMBER 13, 2024

Data-driven organizations report greater efficiency and better customer satisfaction as they can act on real-time insights rather than retrospective analysis. Advanced Analytics and Predictive Insights The real value of data lies in its ability to forecast trends and identify opportunities.

Consulting 52

Consulting Data-driven Cost-Benefit Business Intelligence 52

Rocket-Powered Data Science

JULY 13, 2023

Beyond the early days of data collection, where data was acquired primarily to measure what had happened (descriptive) or why something is happening (diagnostic), data collection now drives predictive models (forecasting the future) and prescriptive models (optimizing for “a better future”).

Analytics 167

Analytics Machine Learning Data Science Data Collection 167

Juice Analytics

MARCH 11, 2021

Take the Academic Insights data product we designed and built for US News and World Report as an example of finding this intersection. (1) I spoke to a credit card executive recently who mentioned how his bank spent huge sums of money on benchmarking reports. Predictive models to take descriptive data and attempt to tell the future.

Predictive Modeling 128

Predictive Modeling Visualization Reporting Interactive 128

CIO Business Intelligence

OCTOBER 4, 2022

In the new report, titled “Digital Transformation, Data Architecture, and Legacy Systems,” researchers defined a range of measures of what they summed up as “data architecture coherence.” Data architecture coherence. more machine learning use casesacross the company. Putting data in the hands of the people that need it.

Machine Learning 118

Machine Learning Data Architecture Uncertainty Data-driven 118

Occam's Razor

AUGUST 9, 2021

You'll recognize now that that is true for almost everything you are reporting (if not everything). The problem is that the future is hard to predict. What’s the quote… No one went broke predicting the past. :). You can access the report easily in GA: Audience > Behavior > Conversion Probability. All metrics.

Metrics 143

Metrics Analytics Key Performance Indicator Predictive Modeling 143

Domino Data Lab

JANUARY 21, 2021

Predictive modeling efforts rely on dataset profiles , whether consisting of summary statistics or descriptive charts. Results become the basis for understanding the solution space (or, ‘the realm of the possible’) for a given modeling task. Producing insights from raw data is a time-consuming process.

Statistics 106

Statistics Unstructured Data Data Science Visualization 106

FineReport

MAY 13, 2020

The most distinct is its reporting capabilities. Because FineReport can be seamlessly integrated with any data source, it is convenient to import data from Excel in batches to empower historical data or generate MIS reports from various business systems. Dynamic reports. Query reports. Report Management .

OLAP 105

OLAP KPI Data mining Business Intelligence 105

Smarten

MAY 13, 2024

Incorporate PMML Integration Within Augmented Analytics to Easily Manage Predictive Models! PMML is Predictive Model Markup Language. It is an interchange format that provides a method by which analytical applications and software can describe and exchange predictive models. So, what is PMML Integration?

Predictive Modeling 64

Predictive Modeling Data mining Predictive Analytics Modeling 64

O'Reilly on Data

DECEMBER 12, 2019

Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes. The study of security in ML is a growing field—and a growing problem, as we documented in a recent Future of Privacy Forum report. [8].

Machine Learning 226

Machine Learning Modeling Testing Risk Management 226

David Menninger's Analyst Perspectives

NOVEMBER 7, 2024

A side benefit of AI-enabled business applications is the increasing availability of useful, timely and consistent data for forecasting, planning, analysis and reporting. The next important step is creating an enterprise planning and reporting database of record.

Forecasting 130

Forecasting Machine Learning Finance Predictive Analytics 130

DataRobot

OCTOBER 19, 2021

Traditional predictive models do not account for anomaly detection on data reporting issues (e.g., reporting backlogs). When these backlogs are not caught and corrected, these reporting issues can cause modeling errors resulting in untrustworthy forecasts.

Forecasting 98

Forecasting Predictive Modeling Optimization Testing 98

Smart Data Collective

AUGUST 7, 2019

With the right log management tool, IT admins can easily access ready-made dashboards and generate reports which visualize essential events that lead to pre-emptive actions and sound decisions. Creating predictive models. Customer data platform. Data management platform. Analysis of profitability and customer value.

Data Analytics 111

Data Analytics Analytics Big Data Advertising 111

CIO Business Intelligence

JUNE 7, 2022

Generally, the output of data analytics are reports and visualizations. Business analytics uses data analytics techniques, including data mining, statistical analysis, and predictive modeling, to drive better business decisions. Data analytics and data science are closely related. Data analytics vs. business analytics.

Data Analytics 135

Data Analytics Diagnostic Analytics Management Analytics 135

Smarten

SEPTEMBER 11, 2017

Plug n’ Play Predictive Analysis: Sophisticated, Yet Easy for Every User! Read a report, attend a conference and your head is swirling with terms like ‘assisted predictive modeling’, plug n’ play predictive analysis, smart visualization, augmented data discovery and augmented data preparation.

Predictive Modeling 61

Predictive Modeling Analytics Predictive Analytics Forecasting 61

Smart Data Collective

MARCH 28, 2022

There are four main types of data analytics: Predictive data analytics: It is used to identify various trends, causation, and correlations. It can be further classified as statistical and predictive modeling, but the two are closely associated with each other. Data analytics in education.

Data Analytics 105

Data Analytics Software Analytics Statistics 105

CIO Business Intelligence

MARCH 5, 2024

Microsoft’s benchmarks show that 70% of Copilot users said they were more productive, 68% reported it improved the quality of their work, and 67% used the time saved to focus on more important work. While that’s a limitation, there are reports of promised functionality not yet available.

Advertising 124

Advertising Cost-Benefit Experimentation Software 124

CIO Business Intelligence

DECEMBER 19, 2024

Skills in Python, R, TensorFlow, and Apache Spark enable professionals to build predictive models for energy usage, optimize resource allocation, and analyze environmental impacts. This is where machine learning algorithms become indispensable for tasks such as predicting energy loads or modeling climate patterns.

IT 52

IT IoT Machine Learning Optimization 52

Smarten

JUNE 7, 2023

Manuals and Technical Guides Smarten-Administrator-Manual Smarten-Installation-Manual Smarten-Working with Reports Smarten-NLP-Best-Practices If you don’t find what you need in the Support Portal, we hope you will contact us with your questions, comments or suggestions. LDAP/AD : How to configure AD in Smarten?

Predictive Modeling 75

Predictive Modeling Reporting Modeling Analytics 75

DataRobot Blog

JULY 22, 2022

At many organizations, the current framework focuses on the validation and testing of new models, but risk managers and regulators are coming to realize that what happens after model deployment is at least as important. Legacy Models. No predictive model — no matter how well-conceived and built — will work forever.

Modeling 105

Modeling Risk Management Testing Risk 105

O'Reilly on Data

SEPTEMBER 19, 2023

While data scientists were no longer handling Hadoop-sized workloads, they were trying to build predictive models on a different kind of “large” dataset: so-called “unstructured data.” Today, reports of idle cargo ships and overloaded seaside ports remind us that we shifted from under- to over-supply.

Machine Learning 291

Machine Learning Testing Modeling Cost-Benefit 291

Smarten

NOVEMBER 23, 2023

The Smarten Augmented Analytics suite includes Smart Data Visualization , AI and Assisted Predictive Modeling , Self-Serve Data Preparation , Natural Language Processing (NLP) and Search Analytics , SnapShot Monitoring and Alerts , and many other sophisticated features.

Publishing 64

Publishing Marketing Analytics Predictive Modeling 64

Smarten

NOVEMBER 14, 2017

Predictive Analytics for the Faint of Heart! Assisted Predictive Modeling , Predictive Analytics. They don’t want to have to try to unravel the complicated world of data analytics and be forced to choose forecasting techniques or predictive models. Leave it to the Software!

Predictive Analytics 64

Predictive Analytics Analytics Predictive Modeling Forecasting 64

Smarten

JANUARY 27, 2023

Smarten has announced the launch of Predictive Model Mark-Up Language (PMML) Integration capability for its Smarten Augmented Analytics suite of products. Simply create the predictive model, using your favorite platform, export the model as a PMML file and import that model to Smarten.

Predictive Modeling 52

Predictive Modeling Analytics Predictive Analytics Business Intelligence 52

CIO Business Intelligence

JUNE 20, 2022

To date, the company, which primarily manufactures elevators for corporate buildings but also has some residential units in its portfolio, also reports a reduction in technician site visits of between 10% and 15% and a drop in call backs of between 10% and 20%.

Internet of Things 105

Internet of Things IoT Manufacturing Machine Learning 105

CIO Business Intelligence

DECEMBER 11, 2023

They can even optimize capital allocation decisions, such as dividend distribution versus share buy-back, by rapidly modeling multiple scenarios and market conditions. Learn more about how EXL can put generative AI to work for your business here.

Finance 105

Finance Forecasting IoT Predictive Modeling 105

Smarten

MAY 13, 2022

Includes out-of-the-box numerous dashboards, KPIs and report formats for all users. All mobile Tally users can share reports in PDF, XLS and via WhatsApp, Email and other options. Offers augmented analytics components including self-serve data prep, smart data visualization and assisted predictive modeling.

Analytics 78

Analytics Cost-Benefit Finance Data Quality 78

Smarten

DECEMBER 13, 2023

Knowledgebase Articles LDAP/AD : AD Integration in Smarten Working with Cross-Tabs : Display filter value in the title Embedded / API Integration : API Call to rebuild cubes / datasets Predictive Use cases Medical Cost Prediction Using Smarten Assisted Predictive Modelling Sampling Data using Smarten Augmented Analytics Forum Topics SSDP : How can (..)

Predictive Modeling 72

Predictive Modeling Sales Reporting Modeling 72

Smarten

AUGUST 5, 2022

‘By providing this type of expanded functionality to the team, the business can enable both data scientists and business users with predictive analytics that will benefit the organization.’. Understanding Assisted Predictive Modeling. The Benefits and Importance of Assisted Predictive Modeling.

Predictive Analytics 52

Predictive Analytics Predictive Modeling Analytics Forecasting 52

Smarten

JULY 1, 2024

We are here to help and to support your business goals and success!

Predictive Modeling 52

Predictive Modeling Measurement Sales Visualization 52