CIO Business Intelligence

FEBRUARY 6, 2025

They promise to revolutionize how we interact with data, generating human-quality text, understanding natural language and transforming data in ways we never thought possible. Tableau, Qlik and Power BI can handle interactive dashboards and visualizations. In life sciences, simple statistical software can analyze patient data.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

CIO Business Intelligence

APRIL 9, 2025

Since the AI chatbots 2022 debut, CIOs at the nearly 4,000 US institutions of higher education have had their hands full charting strategy and practices for the use of generative AI among students and professors, according to research by the National Center for Education Statistics.

Interactive 108

Interactive Technology Statistics Consulting 108

AWS Big Data

JULY 10, 2024

The new data preparation interface in AWS Glue Studio provides an intuitive, spreadsheet-style view for interactively working with tabular data. Create an IAM role for the console user Complete the following steps to create the IAM role to interact with the console: On the IAM console, in the navigation pane, choose Role.

Interactive 105

Interactive Visualization Data Integration Statistics 105

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. BI engineer.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

O'Reilly on Data

MARCH 24, 2020

HoloClean decouples the task of data cleaning into error detection (such as recognizing that the location “cicago” is erroneous) and repairing erroneous data (such as changing “cicago” to “Chicago”), and formalizes the fact that “data cleaning is a statistical learning and inference problem.”

Machine Learning 364

Machine Learning Statistics Data Quality Data Collection 364

datapine

JANUARY 24, 2021

You’ll want to be mindful of the level of measurement for your different variables, as this will affect the statistical techniques you will be able to apply in your analysis. There are basically 4 types of scales: *Statistics Level Measurement Table*. 5) Which statistical analysis techniques do you want to apply?

IT 317

IT Statistics KPI Data-driven 317

O'Reilly on Data

JUNE 18, 2019

The good news is that researchers from academia recently managed to leverage that large body of work and combine it with the power of scalable statistical inference for data cleaning. business and quality rules, policies, statistical signals in the data, etc.).

Machine Learning 279

Machine Learning Data Quality Statistics Modeling 279

O'Reilly on Data

NOVEMBER 13, 2018

There are also many important considerations that go beyond optimizing a statistical or quantitative metric. As we deploy ML in many real-world contexts, optimizing statistical or business metics alone will not suffice. David Talby summarized some of these key challenges in a recent post : Your models may start degrading in accuracy.

Machine Learning 277

Machine Learning Risk Management Statistics 277

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

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. But let’s see in more detail what experts say and how can we connect and differentiate the both.

Business Intelligence 264

Business Intelligence Analytics Statistics Dashboards 264

datapine

NOVEMBER 27, 2019

Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. ARIMA techniques are complex and drawing conclusions from the results may not be as straightforward as for more basic statistical analysis approaches. Data exploded and became big.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

datapine

MAY 27, 2020

While analytical reporting is based on statistics, historical data and can deliver a predictive analysis of a specific issue, its usage is also spread in analyzing current data in a wide range of industries. But with dynamic, interactive dashboard reporting software , your structure will be far simpler and more holistic.

Reporting 245

Reporting Analytics Dashboards Sales 245

DataKitchen

APRIL 11, 2024

Statistical Process Control in Data Operations: Gil touched upon applying statistical process control techniques to data operations to monitor and control data quality and process performance. Interactive Segments: Throughout the webinar, participants were encouraged to consider applying the concepts discussed to their operations.

Statistics 152

Statistics Manufacturing Data Processing Data Quality 152

Rocket-Powered Data Science

JULY 7, 2019

Chatbots cannot hold long, continuing human interaction. Traditionally they are text-based but audio and pictures can also be used for interaction. They provide more like an FAQ (Frequently Asked Questions) type of an interaction. Consequently, they can have extended adaptable human interaction. 4) Prosthetics.

Internet of Things 157

Internet of Things Machine Learning Manufacturing IoT 157

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

FEBRUARY 14, 2023

Research shows eliminating this time using Identity-centered Security can save as much as $3 a call , creating the potential for millions in annual savings while at the same time providing a better customer experience.

Statistics 98

Statistics Cost-Benefit Enterprise Modeling 98

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. Dashboards and other user interfaces that allow users to interact with and view results.

Data mining 144

Data mining Data-driven Statistics OLAP 144

datapine

JANUARY 6, 2022

More often than not, it involves the use of statistical modeling such as standard deviation, mean and median. Let’s quickly review the most common statistical terms: Mean: a mean represents a numerical average for a set of responses. Standard deviation: this is another statistical term commonly appearing in quantitative analysis.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

Smart Data Collective

JUNE 10, 2022

The Bureau of Labor Statistics reports that there are over 105,000 data scientists in the United States. To work in this field, you will need strong programming and statistics skills and excellent knowledge of software engineering. Are you interested in a career in data science? This is the best time ever to pursue this career track.

Data Science 144

Data Science Machine Learning Statistics Business Intelligence 144

O'Reilly on Data

JUNE 14, 2024

They are then able to take in prompts and produce outputs based on the statistical weights of the pretrained models of those corpora. While perfect intelligence is no more possible in a synthetic sense than in an organic sense, retrieval-augmented generative (RAG) search engines may be the key to addressing the many concerns we listed above.

Metadata 293

Metadata Publishing Data-driven Modeling 293

datapine

SEPTEMBER 16, 2022

But often that’s how we present statistics: we just show the notes, we don’t play the music.” – Hans Rosling, Swedish statistician. They can be fun and interactive, too. 14) “Visualize This: The Flowing Data Guide to Design, Visualization, and Statistics” by Nathan Yau. datapine is filling your bookshelf thick and fast.

Visualization 304

Visualization Dashboards Data-driven Statistics 304

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. University of Texas–Austin.

Machine Learning 145

Machine Learning Statistics Recreation/Entertainment Data Science 145

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?

Business Analytics 157

Business Analytics Prescriptive Analytics Analytics Statistics 157

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 111

Big Data Statistics Interactive Data-driven 111

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. Some common tools include: SAS” This proprietary statistical tool is used for data mining, statistical analysis, business intelligence, clinical trial analysis, and time-series analysis.

Data Science 140

Data Science Statistics Machine Learning Visualization 140

Rocket-Powered Data Science

MARCH 10, 2020

Any interaction between the two ( e.g., a financial transaction in a financial database) would be flagged by the authorities, and the interactions would come under great scrutiny. Next, consider the anti-money laundering (AML) use case: person A and person C are under suspicion for illicit trafficking.

Metadata 250

Metadata Machine Learning Prescriptive Analytics ROI 250

O'Reilly on Data

FEBRUARY 18, 2020

After several years of steady climbing—and after outstripping Java in 2017—Python-related interactions now comprise almost 10% of all usage. As statistics and related techniques become more important in software development, more programmers are encountering stats in programming classes.

Data-driven 363

Data-driven Software Statistics Marketing 363

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 126

Big Data Analytics Interactive Advertising 126

AWS Big Data

DECEMBER 17, 2024

A number of optimizations contribute to these speed-ups in performance, including integration with AWS Glue Data Catalog statistics, improved data and metadata filtering, dynamic partition elimination, faster/parallel processing of Iceberg manifest files, and scanner improvements.

Data Lake 81

Data Lake Data Warehouse Data-driven Optimization 81

Domino Data Lab

OCTOBER 7, 2020

Statistical methods for analyzing this two-dimensional data exist. This statistical test is correct because the data are (presumably) bivariate normal. When there are many variables the Curse of Dimensionality changes the behavior of data and standard statistical methods give the wrong answers. Data Has Properties.

Statistics 145

Statistics Testing Predictive Modeling Big Data 145

AWS Big Data

JANUARY 9, 2025

Iceberg provides a comprehensive SQL interface that allows quant teams to interact with their data using familiar SQL syntax. Our benchmarks show that Iceberg performs comparably to direct Amazon S3 access, with additional optimizations from its metadata and statistics usage, similar to database indexing.

Metadata 106

Metadata Snapshot Cost-Benefit Optimization 106

AWS Big Data

OCTOBER 14, 2024

Amazon Athena provides interactive analytics service for analyzing the data in Amazon Simple Storage Service (Amazon S3). Amazon EMR provides a big data environment for data processing, interactive analysis, and machine learning using open source frameworks such as Apache Spark, Apache Hive, and Presto.

Metadata 88

Metadata Data Lake Modeling Data Warehouse 88

DataKitchen

NOVEMBER 5, 2024

For example, if data about online customer interactions is delayed due to source system lags, the Gold layer’s customer segmentation analysis may fail to reflect recent behavior, leading to irrelevant or poorly targeted campaigns.

Data Quality 195

Data Quality Testing Metrics Reporting 195

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 126

Key Performance Indicator Statistics Metrics Interactive 126

O'Reilly on Data

SEPTEMBER 11, 2018

They don’t move easily, but because each service contains just a few containers, statistical variations in load create havoc for neighboring containers creating a need to move them. An example of how pods interact to provide access to a shared data platform in a Kubernetes system. Here, we have two nodes, both running storage services.

Big Data 229

Big Data Data Processing Statistics Management 229

Domino Data Lab

JANUARY 21, 2021

Predictive modeling efforts rely on dataset profiles , whether consisting of summary statistics or descriptive charts. Computing interactions of all features on a pairwise basis can be useful for selecting, or de-selecting, for further research. Each dataset has properties that warrant producing specific statistics or charts.

Statistics 106

Statistics Unstructured Data Data Science Visualization 106

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 124

Optimization Statistics Metadata Data Lake 124