Smarten

NOVEMBER 19, 2018

Today’s self-serve predictive analytics and forecasting tools are designed to support business users and data analysts alike. Predictive analytics is the process of forecasting or predicting business results for planning purposes. No longer is this process the sole responsibility of data scientists or IT staff.

Business Objectives 40

Business Objectives Predictive Analytics Analytics Forecasting 40

Smarten

JANUARY 17, 2019

An enterprise that commits to these types of advanced data analytics tools can enjoy the benefits of a shared understanding of data and goals, improved decision-making, fact-based analysis that avoids guesswork and allows for refined planning and forecasting at every level of the organization.

Enterprise 40

Enterprise Analytics Forecasting Sales 40

Smart Data Collective

OCTOBER 20, 2020

Christian Welborn recently published an article on taking a data-driven approach to GTM. Benefits include: Using data analytics to better identify your target audience Developing a stronger competitive advantage Forecasting trends with predictive analytics to anticipate future market demand. How Can Data Play an Important Role in GTM?

Marketing 107

Marketing Data Analytics Analytics Big Data 107

datapine

JANUARY 18, 2023

With the use of the right BI reporting tool businesses can generate various types of analytical reports that include accurate forecasts via predictive analytics technologies. This insightful report displays relevant metrics such as the top-performing agents, net promoter score, and first contact resolution rate, among others.

Reporting 201

Reporting Metrics Dashboards Visualization 201

Smarten

NOVEMBER 22, 2017

These tools allow the enterprise to establish and monitor key metrics and to objectively assess results. Self-Serve Advanced Analytics provides a roadmap to guide you through a maze of organizational data with tools and models that will bring together data from disparate sources and enable sophisticated yet simple analytics.

Analytics 40

Analytics IT Business Intelligence Visualization 40

datapine

FEBRUARY 9, 2024

An even more interesting fact: The blogs we read regularly are not only influenced by KPI management but also concerning content, style, and flow; they’re often molded by the suggestions of these goal-driven metrics. For example, customer satisfaction metrics are used to drive a better customer experience.

KPI 221

KPI Management Key Performance Indicator Measurement 221

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

ln this post he describes where and how having “humans in the loop” in forecasting makes sense, and reflects on past failures and successes that have led him to this perspective. Our team does a lot of forecasting. It also owns Google’s internal time series forecasting platform described in an earlier blog post.

Forecasting 113

Forecasting Data Science Statistics Uncertainty 113

FineReport

APRIL 9, 2021

The underlying idea is to find the differences between goals and actual results by comparing corresponding metrics. The listed companies always publish their annual reports. By comparing the receivables and payables, you can manage and forecast future cash movements. Payables refer to the amount of money owed by the business.

Reporting 98

Reporting Finance Dashboards Enterprise 98

FineReport

MAY 25, 2023

An HR dashboard functions as an advanced analytics tool that utilizes interactive data visualizations to present crucial HR metrics. KPIs and Metrics of an HR Dashboard A human resources dashboard should incorporate various essential metrics that offer a comprehensive organizational overview. What is an HR Dashboard?

Dashboards 52

Dashboards Metrics Cost-Benefit Key Performance Indicator 52

datapine

DECEMBER 11, 2019

Even if figures diverge somewhat, the many forecasts conducted on SaaS industry trends 2020 demonstrate an obvious reality: the SaaS market is going to get bigger and bigger. SaaS Industry is forecasted to reach $55 billion by 2026. Our second forecast for SaaS trends in 2020 is Vertical SaaS. 2) Vertical SaaS.

Software 314

Software Cost-Benefit Data Processing Data-driven 314

O'Reilly on Data

MAY 27, 2020

His system was needed because “beginning teachers and librarians” were less expert at “forecasting comprehension rates” than the algorithm was. These report cards have changed the way that cardiac surgeons in New York do their jobs, but thirty years on, it’s still not clear whether the metrics make things better.

Risk 355

Risk Testing Reporting Measurement 355

IBM Big Data Hub

FEBRUARY 15, 2024

It refers to a set of metrics used to measure an organization’s environmental and social impact and has become increasingly important as it relates to a company’s business model, risk management strategy , reporting requirements and more. This lack of meaningful metrics isn’t necessarily by design, though.

Reporting 83

Reporting Consulting Risk Metrics 83

Jet Global

JANUARY 7, 2021

One of the most common use cases for BI dashboards involves tracking sales revenue and pipeline opportunities against the forecast. That is often presented alongside other key customer metrics such as returns, on-time deliveries, and so on. Why Use a BI Dashboard? This is where dashboard visualizations can be especially useful.

Dashboards 98

Dashboards Key Performance Indicator Metrics Business Intelligence 98

datapine

NOVEMBER 30, 2023

For example, a breakdown of articles with the URL, topic, author, and website section in which it is published. For example, if you build a table displaying website page performance and need to add a header for CTR, CPC, and other standard marketing metrics, you must ensure your audience understands what those mean.

Visualization 186

Visualization Cost-Benefit Sales KPI 186

AWS Big Data

JUNE 30, 2023

We use QuickSight as the base for our visualization platform, and clients can visualize predictive forecasting models on ad spend and revenue; make decisions based on optimizing spend and arresting churn; and identify high-value customer segments, marketing channel effectiveness, conversion rates, customer acquisition costs, or ROI.

Marketing 52

Marketing Dashboards Advertising ROI 52

IBM Big Data Hub

JANUARY 17, 2023

Having such a platform that also allows planning team members to leverage predictive forecasting and integrate decision management and optimisation models puts organisations at a significant advantage over those that continue to rely on manual worksheet or spreadsheet-based planning processes.

Reporting 57

Reporting Forecasting ROI Finance 57

Domino Data Lab

MAY 20, 2021

Working with highly imbalanced data can be problematic in several aspects: Distorted performance metrics — In a highly imbalanced dataset, say a binary dataset with a class ratio of 98:2, an algorithm that always predicts the majority class and completely ignores the minority class will still be 98% correct. Morgan Kaufmann Publishers Inc.

Machine Learning 136

Machine Learning Metrics Data mining Knowledge Discovery 136

DataRobot Blog

FEBRUARY 15, 2023

Quite a few complex use cases, such as price forecasting, might require blending tabular data, images, location data, and unstructured text. The MLOps command center gives you a birds-eye view of your model, monitoring key metrics like accuracy and data drift.

Modeling 52

Modeling Machine Learning Cost-Benefit Metrics 52

Jet Global

NOVEMBER 23, 2020

Another nice aspect of the blog is that it frequently publishes the results of surveys conducted by the CFOSP. For those of you who actively follow McKinsey, you will know that they regularly publish articles tailored for management and C-level executives. This blog is worthy of being saved to your browser’s favorites tab.

KPI 52

KPI Finance Dashboards Data Processing 52

AWS Big Data

MAY 1, 2023

To use the forecast capability in QuickSight, sign up for the Enterprise Edition. Choose Save & publish. The central account is the AWS account that you use to centrally manage the support case data. Before you get started, make sure that you have a Business or Enterprise support plan for your member accounts.

Dashboards 85

Dashboards Analytics Visualization Management 85

Occam's Razor

FEBRUARY 22, 2010

Similar tools are available from Microsoft: Entity Association, Keyword Group Detection, Keyword Forecast, and Search Funnels (all at Microsoft adCenter Labs ). If your competitors publish their own data through vendors such as Google’s Ad planner or Quantcast, then that is probably the cleanest and best source of data for you.

Metrics 123

Metrics Advertising Reporting Software 123

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

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

Occam's Razor

NOVEMBER 15, 2010

Furthermore the content publishing schedules, perceptions of "engagement" are all out of whack. No, no, not the silly reports that show mostly useless metrics like Average Time on Site and Average Pages Per Visitors ( averages stink! ). Index Value Metric. Index Value Metric. Time to focus on the Visitors!!

Reporting 139

Reporting Metrics Strategy Measurement 139

Insight

MARCH 28, 2019

Yanxia then used a combination of quantitative and qualitative metrics to interpret each topic group identified by LDA. John’s tool allows investors to visualize employee review sentiment scores over time and forecasts future sentiment evolution. John Phillips holds a Ph.D.

Dashboards 70

Dashboards Visualization Data Science Machine Learning 70

Domino Data Lab

FEBRUARY 4, 2019

In other words, your talk didn’t quite stand out enough to put onstage, but you still get “publish or perish” credits for presenting. A free mini-book about the second survey, Evolving Data Infrastructure, just published. Sans spoilers, there’s one histogram from our third survey (not published yet) which I feel compelled to describe.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Smart Data Collective

FEBRUARY 14, 2023

Last year, Xiafei Li and his two colleagues in China published a study in the Annals of Operations Research on the ability to forecast stock market volatility with predictive analytics models. Therefore, these metrics are likely to be used by most predictive analytics tools used to ascertain risk.

Predictive Analytics 107

Predictive Analytics Management Analytics Risk 107

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

With more features come more potential post hoc hypotheses about what is driving metrics of interest, and more opportunity for exploratory analysis. Looking at metrics of interest computed over subpopulations of large data sets, then trying to make sense of those differences, is an often recommended practice (even on this very blog).

Experimentation 61

Experimentation Testing Statistics Metrics 61

Jet Global

MARCH 24, 2024

Non-profit metrics quantify the organization’s many endeavors in extending its impact on society. How to choose the right non-profit metrics? There are hundreds of metrics to choose from, and if they are not vetted properly, the organization could end up with too few or too many KPIs. What is a kpi?

Metrics 52

Metrics Reporting KPI Measurement 52

Jet Global

JUNE 30, 2021

A chief executive officer (CEO) key performance indicator (KPI) or metric is a relative performance measure that a CEO will use to make informed decisions. By monitoring financial, operational, and staffing metrics, a CEO is able to identify the strengths and weaknesses of a company and leverage these to their advantage.

Metrics 106

Metrics KPI Dashboards Advertising 106

Jet Global

JUNE 24, 2021

Non-profit metrics quantify the organization’s many endeavours in extending its impact on society. How to choose the right non-profit metrics? There are hundreds of metrics to choose from, and if they are not vetted properly, the organization could end up with too few or too many KPIs. What are non-profit KPIs?

Metrics 98

Metrics Reporting KPI Measurement 98

Jet Global

JUNE 24, 2023

Non-profit metrics quantify the organization’s many endeavours in extending its impact on society. How to choose the right non-profit metrics? There are hundreds of metrics to choose from, and if they are not vetted properly, the organization could end up with too few or too many KPIs. What are non-profit KPIs?

Metrics 52

Metrics Reporting KPI Measurement 52

Jet Global

NOVEMBER 16, 2021

Logistics KPIs can measure a variety of metrics, most of which pertain to purchasing, warehousing, transportation, delivery of goods, and financials. Logistics KPIs can measure a variety of metrics, most of which pertain to purchasing, warehousing, transportation, delivery of goods, and financials. How to Build Useful KPI Dashboards.

Metrics 84

Metrics Reporting Key Performance Indicator KPI 84

Jet Global

NOVEMBER 2, 2021

KPIs are a select few metrics that provide insight on the operation of all entities contributing to the supply chain. Metrics help supply chain management track its progress in achieving its goals and respond quickly if needed. Measurable: Is your metric quantifiable? That’s where KPI monitoring comes into play.

Metrics 52

Metrics Reporting KPI Key Performance Indicator 52

Jet Global

NOVEMBER 15, 2021

A Tax Key Performance Indicator (KPI) or metric is a clearly defined quantifiable measure that an organization, or business, uses to measure the success of its Tax Function over time. Since every organization has its own manner of operation, the KPIs or metrics used for tax will vary from one organization to another.

Metrics 52

Metrics Reporting KPI Risk Management 52

Andrew White

JANUARY 11, 2021

Gartner also published the same piece of research for other roles, such as Application and Software Engineering. We publish research for small organizations, not just larger organizations. We have published some case studies. For more accurate decision making, forecast and predictions are needed. Very interesting.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Jet Global

JUNE 16, 2021

An operational key performance indicator (KPI) or metric is a measure that a company uses to evaluate its performance. By monitoring operational metrics, a company is able to identify growth opportunities and build on its strengths. COO KPIs are metrics that the COO uses to gauge the performance of all departments within the company.

Metrics 52

Metrics KPI Measurement Recreation/Entertainment 52