Cloudera

DECEMBER 11, 2020

Insurance and finance are two industries that rely on measuring risk with historical data models. This will only become more important as we move into 2021 and a post-pandemic new normal. It provides a competitive advantage, whatever the world looks like in 2021/2022 and beyond. . appeared first on Cloudera Blog.

Insurance 92

Insurance Digital Transformation Unstructured Data Machine Learning 92

Cloudera

JUNE 22, 2022

What are we doing to get ready for new compliance measures when the regulators tell us we have too many eggs in one basket? Cloud adoption is accelerating and providers are strengthening their infrastructures aligned with the increasingly important role they play — penetration testing, cyber security prevention, etc.

Insurance 82

Insurance Risk Marketing Data Processing 82

Cloudera

JUNE 7, 2021

was released early in 2021. For example, here we are enriching a stream of data that measures testing status for manufacturing systems. For instance, performing enriched click stream analysis, or joining sensor data with historical measurements. You also dive into some of the details of the release on our blog.

Analytics 62

Analytics Manufacturing Measurement IoT 62

Sisense

JUNE 22, 2021

Your customers interact with multiple campaigns: They start with a TV ad, see a Facebook ad, see a Google Ad two days later, discover an SEO-driven blog article, and finally click on an email discount offer to make a purchase. So the idea is to devise small test cases. Similar concepts apply to the retail world as well.

Data-driven 52

Data-driven Sales Marketing Key Performance Indicator 52

Alation

SEPTEMBER 28, 2022

Automated testing to ensure data quality. Alation provides robust DataOps solutions that help you foster collaboration, build trusted data solutions, automate testing & monitoring, and visualize data pipelines. Subscribe to Alation's Blog. Easy-to-experiment data development environment. How Does DataOps Provide Value?

Cost-Benefit 52

Cost-Benefit Data Quality Manufacturing Testing 52

The Unofficial Google Data Science Blog

JULY 18, 2023

E ven after we account for disagreement, human ratings may not measure exactly what we want to measure. Researchers and practitioners have been using human-labeled data for many years, trying to understand all sorts of abstract concepts that we could not measure otherwise. That’s the focus of this blog post.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

Rita Sallam

MAY 12, 2021

For the vendors that participate in the Bake-Off, it is in equal measure fun and extremely stressful. This blog post highlights key findings and gives you access to participating vendor demos and post event blogs. Here is a link to AnswerRocket’s bake-off video and post conference blog. This year’s was too!! AnswerRocket.

Data Analytics 59

Data Analytics Analytics Measurement Uncertainty 59

DataKitchen

NOVEMBER 18, 2021

For see the entire results of the data engineering survey, please visit “ 2021 Data Engineering Survey: Burned-Out Data Engineers are Calling for DataOps.”. Write tests that catch data errors. To avoid errors and outages, fearful engineers give each analytics project a more extended development and test schedule.

Testing 246

Testing Data Governance Measurement Software 246

IBM Big Data Hub

JULY 7, 2023

It means physically securing servers and user devices, managing and controlling access, application security and patching, maintaining thoroughly tested, usable data backups and educating employees. In 2021, a Dallas IT employee was fired for accidentally deleting 15 terabytes of Dallas police and other city files.

Risk 40

Risk Data Governance Data Lake Data-driven 40

DataKitchen

NOVEMBER 29, 2021

Model developers will test for AI bias as part of their pre-deployment testing. Quality test suites will enforce “equity,” like any other performance metric. Continuous testing, monitoring and observability will prevent biased models from deploying or continuing to operate. Companies Commit to Remote.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

DataKitchen

AUGUST 13, 2021

A drug company tests 50,000 molecules and spends a billion dollars or more to find a single safe and effective medicine that addresses a substantial market. Figure 1: A pharmaceutical company tests 50,000 compounds just to find one that reaches the market. A DataOps superstructure provides a common testing framework.

Testing 246

Testing Dashboards Marketing Measurement 246

Rita Sallam

APRIL 2, 2023

We also gave the demo script and data set to all vendors in the Exhibit Hall to create demos for their booths and to submit for this blog. For the vendors that participate in the Bake-Off and Show Floor Showdowns, it is in equal measure fun and extremely stressful. They could supplement this data with any other relevant data sets.

Optimization 52

Optimization Machine Learning Insurance Risk 52

IBM Big Data Hub

AUGUST 31, 2023

Apache patched the flaw in December 2021, yet it remains a concern for security teams. The most dangerous of these is Log4Shell (CVE-2021-44228; CVSS rating: 10), a remote code execution (RCE) zero-day vulnerability found in Log4j versions 2.14.1 CVE-2021-44832 is a remote code execution vulnerability. and earlier.

Software 83

Software Testing Management Data Processing 83

Cloudera

MAY 17, 2021

When you migrate to the cloud, you want to gain agility through real measurable improvements in your analytics development projects . The Forrester Wave TM : Cloud Data Warehouse, Q1 2021 which helps rank and measure providers that matter most and how they measure up in key categories.

Data Warehouse 88

Data Warehouse Measurement Reporting Testing 88

O'Reilly on Data

MARCH 23, 2023

Tokens ChatGPT’s sense of “context”—the amount of text that it considers when it’s in conversation—is measured in “tokens,” which are also used for billing. It’s by far the most convincing example of a conversation with a machine; it has certainly passed the Turing test. Tokens are significant parts of a word.

IT 262

IT Modeling Testing Risk 262

Cloudera

OCTOBER 26, 2021

The 2021 Global WellBeing report by professional services firm, AON, revealed that mental health and working environment are ranked among the top three employee wellbeing issues globally. The challenges of remote working with dispersed teams have been a test of leadership. appeared first on Cloudera Blog.

Uncertainty 84

Uncertainty Interactive Reporting Measurement 84

DataRobot Blog

APRIL 4, 2022

MMM stands for Marketing Mix Model and it is one of the oldest and most well-established techniques to measure the sales impact of marketing activity statistically. It is pretty obvious to a data scientist that the only way one can measure the effect of an event is by knowing which events are happening at what time. What is MMM?

Machine Learning 52

Machine Learning Sales Measurement ROI 52

Cloudera

MAY 26, 2021

Regulations such as the GDPR, CCPA, HIPAA, PCI DSS, and FIPS-200 all require that organizations take appropriate measures to protect sensitive information, which can include the three pillars of: Encryption – at rest and on the wire – ensuring that unauthenticated actors cannot get access to the data. description, sample_07.salaryrnFROMrn

Reporting 71

Reporting Management Measurement Testing 71

Alation

OCTOBER 28, 2021

Whether it’s an out-patient clinic, drug discovery and clinical research lab, or any other organization that provides treatment, tests, rehabilitation, or therapy – data security is critical. The 2021 Data Breach Investigations Report found that in healthcare: 61% of data breaches were caused by external actors.

Data Governance 52

Data Governance Measurement Modeling Metrics 52

DataRobot Blog

MARCH 9, 2022

The company was acquired by DataRobot in 2021. The IMDB Movie Reviews Dataset provides 50,000 highly polarized movie reviews with a 50-50 train/test split. Whenever you test a machine learning method, it’s helpful to have a baseline method and accuracy level against which to measure improvements. It provides 1.6

Machine Learning 52

Machine Learning Deep Learning Modeling Measurement 52

datapine

SEPTEMBER 16, 2022

Since its publication in 2021, it has been praised by various professionals in the industry. Your Chance: Want to test a powerful data visualization software? Your Chance: Want to test a powerful data visualization software? One of the visualizing data best books available today. Check out our 14-day trial , completely free!

Visualization 304

Visualization Dashboards Data-driven Statistics 304

Cloudera

APRIL 9, 2021

Conversely, modern data warehouses accommodate multiple versions and environments that support both innovation (fast interaction with the latest versions) and operational stability with tried and tested versions. . A better measure of value is price-performance. . The lack of granular resource level controls is the root cause of this.

Data Warehouse 58

Data Warehouse Cost-Benefit Statistics Data-driven 58

DataKitchen

APRIL 26, 2021

In early April 2021, DataKItchen sat down with Jonathan Hodges, VP Data Management & Analytics, at Workiva ; Chuck Smith, VP of R&D Data Strategy at GlaxoSmithKline (GSK) ; and Chris Bergh, CEO and Head Chef at DataKitchen, to find out about their enterprise DataOps transformation journey, including key successes and lessons learned.

Measurement 246

Measurement Metrics Data-driven Testing 246

DataKitchen

JUNE 24, 2021

In May 2021 at the CDO & Data Leaders Global Summit, DataKitchen sat down with the following data leaders to learn how to use DataOps to drive agility and business value. Chapin also mentioned that measuring cycle time and benchmarking metrics upfront was absolutely critical. “It Design for measurability.

ROI 211

ROI Metrics Measurement Cost-Benefit 211

AWS Big Data

JUNE 15, 2023

Check out more QuickSight use cases and success stories on the AWS Big Data Blog. This tells Q what to count when your business users ask questions like “How many were enrolled in biology in 2021?” Measures of this type can produce misleading or statistically inaccurate results when added with one another.

Sales 66

Sales Dashboards Visualization Testing 66

Domino Data Lab

AUGUST 1, 2021

After forming the X and y variables, we split the data into training and test sets. but it generally relies on measuring the entropy in the change of predictions given a perturbation of a feature. Next, we pick a sample that we want to get an explanation for, say the first sample from our test dataset (sample id 0).

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

datapine

DECEMBER 28, 2021

To make sure the reliability is high, there are various techniques to perform – the first of them being the control tests, which should have similar results when reproducing an experiment in similar conditions. These controlling measures are essential and should be part of any experiment or survey – unfortunately, that isn’t always the case.

Statistics 363

Statistics Advertising Visualization Data mining 363