Ontotext

APRIL 19, 2024

We mainly talked about the company’s Metadata Studio and the types of features it has that give users the options I’ve listed above. NLP and the role of metadata-oriented feedback loops Moreover, text analysis or mining can add to that meaning and contribute even more to the knowledge in the graph.

Metadata 52

Metadata Statistics Interactive Enterprise 52

CIO Business Intelligence

OCTOBER 13, 2023

Data scientists are experts in applying computer science, mathematics, and statistics to building models. The US Bureau of Labor Statistics says there were 149,300 data architect jobs in the US in 2022 and projects the number of data architects will grow by 8% from 2022 to 2032. Are data architects in demand?

Data Architecture 132

Data Architecture Data Warehouse Statistics Visualization 132

IBM Big Data Hub

APRIL 13, 2023

Explore data In this step, I’ll look at both sample records and the summary statistics of the training dataset to gain insights into the dataset. outtable is the name of the table where SUMMARY1000 will store gathered statistics for the entire dataset. Check the summary statistics of the numeric column. NOT IN(SELECT FT.ID

Modeling 92

Modeling Statistics Machine Learning Testing 92

Smart Data Collective

AUGUST 25, 2020

Some of the benefits are detailed below: Optimizing metadata for greater reach and branding benefits. One of the most overlooked factors is metadata. Metadata is important for numerous reasons. Search engines crawl metadata of image files, videos and other visual creative when they are indexing websites.

Data mining 110

Data mining Metadata Big Data ROI 110

CIO Business Intelligence

OCTOBER 26, 2023

It’s a role that combines hard skills such as programming, data modeling, and statistics with soft skills such as communication, analytical thinking, and problem-solving. Business intelligence analyst resume Resume-writing is a unique experience, but you can help demystify the process by looking at sample resumes.

Business Intelligence 126

Business Intelligence Data-driven Statistics Data Warehouse 126

Smarten

JANUARY 30, 2024

The right self-serve data prep solution can provide easy-to-use yet sophisticated data prep tools that are suitable for your business users, and enable data preparation techniques like: Connect and Mash Up Auto Suggesting Relationships JOINS and Types Sampling and Outliers Exploration, Cleaning, Shaping Reducing and Combining Data Insights (Data Quality (..)

Analytics 67

Analytics Data Quality Visualization Metadata 67

Alation

APRIL 18, 2023

DAMA defines data profiling as: An approach to data quality analysis, using statistics to show patterns of usage, and patterns of contents in an automated manner. The tools provide data statistics, such as degree of duplication and ratios of attribute values, both in tabular and graphical formats.

IT 52

IT Metadata Data Quality Data Governance 52

Cloudera

AUGUST 10, 2021

Atlas / Kafka integration provides metadata collection for Kafa producers/consumers so that consumers can manage, govern, and monitor Kafka metadata and metadata lineage in the Atlas UI. The Atlas – Kafka integration is provided by the Atlas Hook that collects metadata from Kafka and stores it in Atlas.

Metadata 97

Metadata Sales Statistics Management 97

Rocket-Powered Data Science

MARCH 10, 2020

In the discussion of power-law distributions, we see again another way that graphs differ from more familiar statistical analyses that assume a normal distribution of properties in random populations. Any node and its relationship to a particular node becomes a type of contextual metadata for that particular note.

Metadata 250

Metadata Machine Learning ROI Prescriptive Analytics 250

Octopai

OCTOBER 26, 2022

Continuous pipeline monitoring with SPC (statistical process control). products or product components) are checked to make sure that they do not deviate in a statistically significant way from the expected results. Comprehensive metadata that supports data product and process organization. Results (i.e. Results (i.e.

Data Quality 52

Data Quality Data Analytics Analytics Manufacturing 52

IBM Big Data Hub

NOVEMBER 4, 2022

One effective way to identify bad-quality data before it flows into downstream processes is with the use of active metadata to foster greater understanding and trust in data and ensure that only high-quality data makes its way to data consumers. IBM’s holistic approach to Data Quality.

Data Quality 57

Data Quality Metadata Data Governance Data-driven 57

CIO Business Intelligence

FEBRUARY 28, 2023

The technology behind the Searchable Museum The Searchable Museum runs on Amazon Web Services and uses APIs created by the Smithsonian IT team to access all the metadata available in the massive catalog of artifacts, images, video clips, 3D objects, and other components that reside within the 11 inaugural exhibitions in the building.

Metadata 98

Metadata Recreation/Entertainment Cost-Benefit Technology 98

IBM Big Data Hub

JULY 6, 2022

Data observability takes traditional data operations to the next level by using historical trends to compute statistics about data workloads and data pipelines directly at the source, determining if they are working, and pinpointing where any problems may exist. . The data observability difference . Instead, Databand.ai

Metadata 57

Metadata Data Quality Snapshot Cost-Benefit 57

O'Reilly on Data

MARCH 22, 2019

While neither of these is a complete solution, I can imagine a future version of these proposals that standardizes metadata so data routing protocols can determine which flows are appropriate and which aren't. That's work that hasn't been started, but it's work that needed. It's possible to abuse or to game any solution.

Metadata 242

Metadata Advertising Insurance Modeling 242

O'Reilly on Data

DECEMBER 12, 2023

Yes, it happens to be the next word in Hamlet’s famous soliloquy; but the model wasn’t copying Hamlet, it just picked “or” out of the hundreds of thousands of words it could have chosen, on the basis of statistics. It isn’t being creative in any way we as humans would recognize. But Google has the best search engine in the world.

Modeling 253

Modeling Software Sales Statistics 253

DataRobot Blog

SEPTEMBER 1, 2022

Now you can aggregate prediction statistics much faster while controlling the governance and security of your sensitive data — no need to submit their entire prediction requests to DataRobot AI Cloud Platform to get data about drift and accuracy monitoring. It will let you independently control the scale. Learn More About DataRobot MLOps.

Metrics 145

Metrics Statistics Modeling Data Science 145

erwin

APRIL 29, 2020

The CEO also makes decisions based on performance and growth statistics. An understanding of the data’s origins and history helps answer questions about the origin of data in a Key Performance Indicator (KPI) reports, including: How the report tables and columns are defined in the metadata? Who are the data owners?

Metadata 111

Metadata Data Governance Key Performance Indicator Data Quality 111

TDAN

JANUARY 3, 2024

Edwards Deming, the father of statistical quality control, said: “If you can’t describe what you are doing as a process, you don’t know what you’re doing.” When looking at the world of IT and applied to the dichotomy of software and data, Deming’s quote applies to the software part of that pair. The analogous […]

Statistics 52

Statistics Software Data Quality IT 52

Octopai

JUNE 27, 2022

It will automatically review your data landscape for the relevant metadata on your thousands upon thousands of data assets. Double-check that it can connect and retrieve metadata from all the systems across your data landscape. Your data catalog and metadata management tools need to integrate smoothly.

Management 72

Management Metadata Visualization Data Governance 72

Rocket-Powered Data Science

JULY 19, 2023

This was not a scientific or statistically robust survey, so the results are not necessarily reliable, but they are interesting and provocative. I recently saw an informal online survey that asked users which types of data (tabular, text, images, or “other”) are being used in their organization’s analytics applications.

Data-driven 186

Data-driven Enterprise Analytics Machine Learning 186

Alation

FEBRUARY 20, 2020

The head of sales needs the most up-to-date statistics on the state of the business, and they need it now — well, actually, yesterday. These recommendations organize the data about your data — what the industry for many years has called metadata. Creating a set of custom reports would take too much time. But why start from scratch?

Metadata 52

Metadata Analytics Dashboards Sales 52

Alation

MAY 17, 2022

Those algorithms draw on metadata, or data about the data, that the catalog scrapes from source systems, along with behavioral metadata, which the catalog gathers based on human data usage. Most catalogs use a profile system not unlike an Amazon product page, which aggregates a variety of metadata about a given asset.

Metadata 52

Metadata Data Quality Machine Learning Reporting 52

Alation

JUNE 2, 2022

The difference between traditional statistical, probabilistic, and stochastic modeling and ML is mainly in computation. While ML solves problems with gradient methods (optimization), classic statistical modeling is mostly mathematical equation solving. Recently, Judea Pearl said, “All ML is just curve fitting.” Conclusion.

Modeling 52

Modeling Data Governance Statistics Unstructured Data 52

Cloudera

SEPTEMBER 29, 2022

The data product is not just the data itself, but a bunch of metadata that surrounds it — the simple stuff like schema is a given. This team or domain expert will be responsible for the data produced by the team. The data itself is then treated as a product. What is a data mesh contract?

Data Architecture 76

Data Architecture Metadata Data Warehouse Sales 76

DataRobot Blog

MARCH 16, 2023

DataRobot and Microsoft infused new capabilities from large language models to anticipate the code that AI builders need to write to solve a particular use-case, and to translate the resulting statistical results into the business language necessary to communicate and collaborate with key business stakeholders.

Data Science 98

Data Science Technology Data-driven Modeling 98

AWS Big Data

APRIL 3, 2024

By selecting the corresponding asset, you can understand its content through the readme, glossary terms , and technical and business metadata. We use this data source to import metadata information related to our datasets. Use Amazon DataZone APIs through Boto3 to push custom data quality metadata.

Data Quality 87

Data Quality Visualization Metadata Metrics 87

CIO Business Intelligence

MARCH 21, 2022

It doesn’t conform to a data model but does have associated metadata that can be used to group it. Businesses typically rely on keywords to make sense of unstructured data to pull out relevant data using searchable terms. Semi-structured data falls between the two. Examples include emails, binary executables, zipped files, websites, etc.

Unstructured Data 137

Unstructured Data Data Analytics Analytics Structured Data 137

Ontotext

JUNE 22, 2023

Recent statistics shed light on the realities in the world of current drug development: out of about 10,000 compounds that undergo clinical research, only 1 emerges successfully as an approved drug. The current process involves costly wet lab experiments, which are often performed multiple times to achieve statistically significant results.

Metrics 52

Metrics Statistics Visualization Metadata 52

erwin

JANUARY 11, 2019

Organizations have spent a lot of time and money trying to harmonize data across diverse platforms , including cleansing, uploading metadata, converting code, defining business glossaries, tracking data transformations and so on. But the attempts to standardize data across the entire enterprise haven’t produced the desired results.

Data Governance 40

Data Governance Risk Metadata Management 40

Timo Elliott

JUNE 19, 2023

All of the statistics from IDC and the others show that there’s a massive market for digital services. You lose the roots, the metadata, the hierarchies, the real-level security. The first is the new digital opportunities. It’s all good news. It’s growing eight times faster in the economy as a whole.

Data Lake 105

Data Lake Digital Transformation Recreation/Entertainment Technology 105

AWS Big Data

DECEMBER 12, 2023

Athena uses the AWS Glue Data Catalog to store the table metadata. It reads the yellow taxi files and zone lookup file from the specified S3 bucket, creates temporary views, performs a join based on location ID, and calculates statistics such as passenger count, trip distance, and fare amount.

Data Processing 87

Data Processing Management Statistics Interactive 87

Cloudera

JUNE 25, 2021

The Sentry service serves authorization metadata from the database backed storage; it does not handle actual privilege validation. Hive database, table metadata along partitions, Hive UDFs and column statistics. In our example we use the following External Account. Understanding Sentry Permissions on CDH Cluster.

Data Lake 71

Data Lake Metadata Unstructured Data Management 71

Rita Sallam

APRIL 2, 2023

SAS created, on top of the traditional statistical and machine learning models to predict events, a set of four unique models specifically focused on helping people impacted by flooding: An optimization network model (cost network flow algorithm) to optimally help displaced people reach public shelters and safer areas.

Optimization 52

Optimization Machine Learning Insurance Risk 52

datapine

SEPTEMBER 29, 2022

It involves: Reviewing data in detail Comparing and contrasting the data to its own metadata Running statistical models Data quality reports. Metadata management: Good data quality control starts with metadata management. 2 – Data profiling. Data profiling is an essential process in the DQM lifecycle.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Anmut

OCTOBER 29, 2020

WHO has set out the rationale behind the collection of COVID-19 data – ‘Obtaining timely, accurate and complete weekly mortality statistics will help show the impact of COVID-19 on overall mortality across countries. […] Additionally, this will help monitor the impact of interventions.’

Data Governance 52

Data Governance Data Collection Data-driven Statistics 52

AWS Big Data

JUNE 15, 2023

Queries can be written to intersect and analyze data sources using common metadata elements (for example, geography, shared identifiers, or other demographic factors), generating row-level lists of the overlap between the data sources or aggregated counts by population, condition, or other strata.

Metadata 86

Metadata Dashboards Risk Statistics 86

Analytics Vidhya

SEPTEMBER 17, 2022

Introduction Conventionally, an automatic speech recognition (ASR) system leverages a single statistical language model to rectify ambiguities, regardless of context. Any type of contextual information, like device context, conversational context, and metadata, […].

Metadata 398

Metadata Statistics Data Science Publishing 398