The Unofficial Google Data Science Blog

DECEMBER 14, 2021

Some of that uncertainty is the result of statistical inference, i.e., using a finite sample of observations for estimation. But there are other kinds of uncertainty, at least as important, that are not statistical in nature. Among these, only statistical uncertainty has formal recognition.

Uncertainty 56

Uncertainty Statistics Measurement Cost-Benefit 56

CIO Business Intelligence

DECEMBER 6, 2023

Microsoft called the poll an error and promised to investigate, but it already seems to clearly breach several of the company’s own principles of responsible AI usage , such as inform people that they’re interacting with an AI system, and guidelines for human-AI interaction. But that’s not the only problem you might run into.

IT 132

IT Risk Management Interactive Modeling 132

CIO Business Intelligence

FEBRUARY 14, 2023

A hybrid cloud environment allows them to leverage an innovation model that safeguards the stability of their existing operations. Reduced dependencies: A hybrid model allows enterprises to bring disparate IT environments together under a single management framework, minimizing dependencies between systems that run in different environments.

Statistics 93

Statistics Cost-Benefit Enterprise Modeling 93

Perceptual Edge

FEBRUARY 22, 2021

I wrote Signal in 2015 to complement Now You See It by covering more advanced data sensemaking techniques, including Statistical Process Control. Although some questions about quantitative data can only be answered using sophisticated statistical techniques, most can be answered using relatively simple visual data sensemaking skills.

IT 84

IT Statistics Visualization Interactive 84

IBM Big Data Hub

DECEMBER 18, 2023

Real User Monitoring (RUM) data is information about how people interact with online applications and services. Synthetic data is a statistical representation of reality. Contrary to what you might think, RUM data isn’t a performance indicator for Captain Morgan, Cuban tourism or a Disney film franchise.

IT 66

IT Metrics Optimization Testing 66

datapine

DECEMBER 17, 2019

The purpose is not to track every statistic possible, as you risk being drowned in data and losing focus. Information technology reports are the interactive eyes you need to help your department run more smoothly, cohesively, and successfully. Let’s get started. Exclusive Bonus Content: Drive value with your IT operations!

Reporting 173

Reporting IT Key Performance Indicator Dashboards 173

datapine

MARCH 31, 2022

For example, if you enjoy computer science, programming, and data but are too extroverted to program all day long, you could work in a more human-oriented area of intelligence for business, perhaps involving more face-to-face interactions than most programmers would encounter on the job. Why Shift To A Business Intelligence Career?

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

datapine

NOVEMBER 19, 2019

Currently, popular approaches include statistical methods, computational intelligence, and traditional symbolic AI. Adding to that, if you can’t understand the buzzwords others are using in conversation, it’s much harder to look smart while participating in that conversation.

Technology 279

Technology Internet of Things IT IoT 279

Rocket-Powered Data Science

OCTOBER 6, 2023

What is the point of those obvious statistical inferences? In statistical terms, the joint probability of event Y and condition X co-occurring, designated P(X,Y), is essentially the probability P(Y) of event Y occurring. How do predictive and prescriptive analytics fit into this statistical framework? ” “91.9%

Business Analytics 157

Business Analytics Prescriptive Analytics Analytics Diagnostic Analytics 157

Smart Data Collective

SEPTEMBER 13, 2023

Welcome to 2023, the age where screens are more than mere displays; they’re interactive communication portals, awash with data and always hungry for more. Modern digital signage is smart, connected, and more often than not, interactive. This is more than just an HD screen displaying a PowerPoint slideshow.

Big Data 112

Big Data Analytics Interactive Advertising 112

CIO Business Intelligence

JANUARY 26, 2024

Carnegie Mellon University The Machine Learning Department of the School of Computer Science at Carnegie Mellon University was founded in 2006 and grew out of the Center for Automated Learning and Discovery (CALD), itself created in 1997 as an interdisciplinary group of researchers with interests in statistics and machine learning.

Machine Learning 103

Machine Learning Statistics Recreation/Entertainment Data Science 103

Smart Data Collective

JUNE 8, 2023

From interactive learning experiences to personalized tracking and statistics, QR codes offer immense potential for enhancing educational practices. Enhancing Learning with QR Codes QR codes provide educators with a powerful tool to engage and interact with learners by leveraging data analytics more effectively.

Big Data 89

Big Data Statistics Interactive Data-driven 89

Smarten

DECEMBER 3, 2023

As Springboard notes, ‘Augmented Analytics is an example of human machine interaction in the data science field.’ What is Augmented Analytics and How Has it Evolved? Maybe you just want to understand the analytics solution market better. This article will help you gather information about the topic of augmented analytics.

Key Performance Indicator 52

Key Performance Indicator Analytics IT Predictive Analytics 52

datapine

MARCH 25, 2019

Conduct statistical analysis. One of the most pivotal types of data analysis methods is statistical analysis. With so much data and so little time, knowing how to collect, curate, organize, and make sense of all of this potentially business-boosting information can be a minefield – but online data analysis is the solution.

Key Performance Indicator 217

Key Performance Indicator Statistics Visualization Big Data 217

AWS Big Data

NOVEMBER 17, 2023

Amazon Athena is a serverless, interactive analytics service built on open source frameworks, supporting open table file formats. Starting today, the Athena SQL engine uses a cost-based optimizer (CBO), a new feature that uses table and column statistics stored in the AWS Glue Data Catalog as part of the table’s metadata.

Optimization 114

Optimization Statistics Metadata Data Lake 114

AWS Big Data

MARCH 22, 2024

Trino is an open source distributed SQL query engine designed for interactive analytic workloads. Table and column statistics were not present for any of the tables. However, table statistics are often not available, out of date, or too expensive to collect on large tables.

Metadata 92

Metadata Statistics Broadcasting Optimization 92

CIO Business Intelligence

NOVEMBER 14, 2022

Decision support systems definition A decision support system (DSS) is an interactive information system that analyzes large volumes of data for informing business decisions. Commonly used models include: Statistical models. Clinical DSS. These systems help clinicians diagnose their patients. ERP dashboards. ERP dashboards.

Data mining 135

Data mining Data-driven Statistics OLAP 135

Smart Data Collective

SEPTEMBER 2, 2023

With better benchmarks, KPIs, and statistics , business leaders can better understand their environments and ultimately make more objective, logical decisions. Simply having a graph in front of you isn’t what enables you to make better business decisions; instead, it’s your interactions with data that really matter.

Key Performance Indicator 113

Key Performance Indicator Statistics Metrics Interactive 113

FineReport

MARCH 17, 2024

Boxplots are non-parametric; they depict variations in the statistical sample without making assumptions about the underlying statistical distribution. Its dynamic charts support rich interactive effects, allowing users to easily understand and utilize big data. What is a Boxplot? Firstly, what is a boxplot?

Statistics 98

Statistics Visualization Reporting Software 98

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. Well, what if you do care about the difference between business intelligence and data analytics?

Business Intelligence 264

Business Intelligence Analytics Statistics Dashboards 264

FineReport

MAY 18, 2024

Education benefits from data visualization by enhancing learning experiences through interactive visual aids. This technique helps identify correlations or patterns between variables and is widely used in statistical analysis and research studies.

Visualization 52

Visualization Interactive Cost-Benefit Dashboards 52

CIO Business Intelligence

MAY 20, 2022

The Machine Learning Department at Carnegie Mellon University was founded in 2006 and grew out of the Center for Automated Learning and Discovery (CALD), itself created in 1997 as an interdisciplinary group of researchers with interests in statistics and machine learning. Stanford offers both PhDs and an MSCS with an AI specialization.

Machine Learning 145

Machine Learning Statistics Recreation/Entertainment Data Science 145

IBM Big Data Hub

JULY 10, 2023

Vibration analysis (or vibration monitoring) is a powerful diagnostic tool for identifying, monitoring and preventing mechanical failures in rotating and reciprocating machinery. At its core, vibration analysis is the study of the oscillatory motions of machines and their components around an established equilibrium point.

Optimization 57

Optimization IT Measurement Cost-Benefit 57

CIO Business Intelligence

MAY 9, 2024

To that end, CAIOs must break down silos and interact with a multitude of leaders in both lines of business and supporting functions, Daly says. This includes skills in statistical analysis, data visualization, and predictive modeling. Collaboration also includes working with product teams on go-to-market opportunities.

Risk Management 137

Risk Management Risk Cost-Benefit Technology 137

Smarten

MARCH 19, 2024

Statistical and analytical experts will tell you that there are three primary factors that can help you decide on the metrics to use for your analysis: The type of data you want to analyze – Understanding the data type can help you decide whether you need to consider a binary approach or look at categories, etc.

Analytics 57

Analytics Statistics Visualization Metrics 57

datapine

MARCH 6, 2023

Recent statistics suggest that as much as 20% of employees churn within the first 45 days of employment, but on the flip side, a great onboarding experience ensures 69% of employees stick with a company for three years. The results can later be displayed in an interactive HR report.

Data-driven 234

Data-driven Reporting Interactive Statistics 234

CIO Business Intelligence

APRIL 22, 2022

Data science is a method for gleaning insights from structured and unstructured data using approaches ranging from statistical analysis to machine learning. What is data science? Data science could help an organization build tools to predict hardware failures, enabling the organization to perform maintenance and prevent unplanned downtime.

Data Science 139

Data Science Statistics Machine Learning Visualization 139

Depict Data Studio

AUGUST 28, 2023

For numbers , we need to tabulate them using descriptive statistics , which often aren’t possible with pivot tables. Pivot Tables: Necessary for Interactive Dashboards To build interactive dashboards in Excel, you’ll need to create pivot tables, then pivot charts, then slicers.

Statistics 52

Statistics Dashboards Interactive Measurement 52

CIO Business Intelligence

JANUARY 17, 2024

Following this, in 2002, it began delivering its knowledge to customers in online format, using dashboards and interactive reports that provided easier and faster access to data and analysis. The company has been on a continuous journey to adapt its internal and external processes to new business needs and opportunities since 2001.”

Digital Transformation 116

Digital Transformation Dashboards Reporting Data Science 116

Ontotext

APRIL 19, 2024

This depth of understanding of both statistical modeling and description and relationship logic of ontological modeling makes the company well suited to navigate the thicket of hybrid or neurosymbolic AI, in which statistical methods such as NLP and LLMs complement the symbolic logic in well-constructed knowledge graphs.

Metadata 52

Metadata Statistics Interactive Enterprise 52

IBM Big Data Hub

AUGUST 14, 2023

billion people in the global workforce, according to World Bank statistics. Interactive career roadmaps with dynamic prompts can help employees see what’s expected for them to progress. That could translate to 1.4 billion of the 3.4 Respondents also report that building new skills for existing employees is a top talent issue.

IT 74

IT Consulting Data-driven Strategy 74

The Unofficial Google Data Science Blog

APRIL 23, 2024

If $Y$ at that point is (statistically and practically) significantly better than our current operating point, and that point is deemed acceptable, we update the system parameters to this better value. Here, $X$ is a vector of tuning parameters that control the system's operating characteristics (e.g. And sometimes even if it is not[1].)

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

CIO Business Intelligence

APRIL 11, 2024

Customer experience in the government sector is the sum of the public’s interactions with any government service, from how we contact our state’s social services and emergency services to waste management, public transportation, and healthcare. In 2023, nearly one-third of U.S. How is Avaya best positioned to help governments innovate?

Cost-Benefit 98

Cost-Benefit Predictive Analytics Data-driven Risk 98

datapine

AUGUST 14, 2019

To fully leverage the power of data science, scientists often need to obtain skills in databases, statistical programming tools, and data visualizations. It helps to automate and makes the usage of the R programming statistical language easier and much more effective. perfect for statistical computing and design.

Data Science 214

Data Science Statistics Business Intelligence Visualization 214

Smarten

MAY 17, 2024

A Data Scientist role within the organization is meant to support data analytics that require 100% accuracy, and to focus on strategy as a statistical expert. There are many reasons for this growing popularity. That is time that could be spent on more strategic goals. It also optimizes its resources, knowledge and time.

Analytics 52

Analytics Predictive Modeling ROI Cost-Benefit 52

Smarten

JUNE 25, 2018

This article provides a brief explanation of the definition and uses of the Descriptive Statistics algorithms. What is a Descriptive Statistics? Descriptive statistics helps users to describe and understand the features of a specific dataset, by providing short summaries and a graphic depiction of the measured data.

Statistics 40

Statistics Enterprise Measurement Business Intelligence 40

Juice Analytics

MARCH 28, 2023

Nightingale was known for her love of statistics. She used her experience in nursing and love of statistics to take data and information that were collected and turn it into charts and graphs like the one below. March is Women’s History Month, and we have been celebrating all month long on social media and as an organization!

Visualization 96

Visualization Statistics Interactive IT 96