O'Reilly on Data

MAY 18, 2020

If our model generates false negative predictions for tumor detection, organizations could combine automated imaging results with activities like follow up radiologist reviews or blood tests to catch any potentially incorrect predictions—and even improve the accuracy of the combined human and machine efforts. How Material Is the Threat?

Risk 359

Risk Modeling Data Processing Software 359

Smart Data Collective

JANUARY 14, 2021

To optimize these, you need to conduct numerous A/B tests. However, all of this can get in the way of publishing videos regularly. . When you’re running PPC campaigns, there are loads of parameters that come into play. These include your ad copy, audience, keywords, negative keywords, CPC bid, and more. This is where AI can help you.

Marketing 115

Marketing Data Processing Optimization Strategy 115

Cloudera

OCTOBER 20, 2021

The Bank of England has taken a leadership position in publishing disclosures related to its own progress on climate-related initiatives. Stress testing was heavily scrutinized in the post 2008 financial crisis. Scenarios can be analyzed and pressure tested to understand the impact of an event, before it happens.

Risk 79

Risk Modeling Risk Management Measurement 79

Insight

MAY 8, 2019

From Local Web Development to the Internet Local Flask development is so frictionless it conceals the hurdles required to host your application anywhere other than localhost. When you inevitably want your app hosted on the internet, your options, for the most part, fall into two buckets: Managed services (e.g.

Data Processing 72

Data Processing Testing Data Science Visualization 72

AWS Big Data

MAY 4, 2023

Amazon’s Open Data Sponsorship Program allows organizations to host free of charge on AWS. Solution overview Each day, the UK Met Office produces up to 300 TB of weather and climate data, a portion of which is published to ASDI. These datasets are distributed across the world and hosted for public use.

Data Processing 97

Data Processing Metadata Informatics Interactive 97

AWS Big Data

FEBRUARY 26, 2024

This pipeline publishes records to an OpenSearch Serverless collection under an index named products. Now that all components have been deployed, we can test the solution and conduct various searches on the OpenSearch Service index. Choose the Test tab. The OpenSearch ingestion pipeline, named serverless-ingestion.

Dashboards 64

Dashboards Testing Metrics Optimization 64

CIO Business Intelligence

MAY 12, 2022

The new machine is hosted at the University of Southern California’s Information Sciences Institute in Marina Del Rey, Calif.; Viable gate-based systems are a way off yet, while D-Wave’s quantum annealing systems are on the market and have already been used by companies wanting to test out their potential to speed up optimization.

Optimization 98

Optimization Enterprise Optimization Data Processing Marketing 98

IBM Big Data Hub

FEBRUARY 8, 2024

In 1998, John Elkington published, Cannibals with Forks, the Triple Bottom Line of 21st Century Business , in which he introduced the concept of the triple bottom line , a sustainability framework that revolves around the three p’s: people, planet and profit.

Measurement 81

Measurement Metrics Reporting Strategy 81

AWS Big Data

JUNE 19, 2023

In this post, we walk you through the step-by-step implementation of setting up Kafka quotas in an MSK cluster while using IAM access control and testing them through sample client applications. Additionally, we create four EC2 instances to make configuration changes to the MSK cluster and host producer and consumer client applications.

Metrics 77

Metrics Management Testing Publishing 77

Smart Data Collective

FEBRUARY 20, 2022

With these tools, your SaaS can: Merge and improve the application code constantly Automate the development, testing, and release of software Integrate operations and developer workflows And much more. Amazon Simple Notification Service (SNS) allows businesses to send publish/subscribe messages to endpoints, such as end users or services.

Cost-Benefit 114

Cost-Benefit Data Lake Software Machine Learning 114

CDW Research Hub

AUGUST 19, 2019

Be sure to include it in a published rotation schedule with a backup and management escalation phone tree. This requires coordination across multiple teams to get all of these applied and tested within the various environments, so don’t leave it to the last minute. And if they are, plan extra time for testing.

Testing 49

Testing Optimization Data Processing Strategy 49

AWS Big Data

JANUARY 9, 2024

For instance, you can connect to external ML models hosted on Amazon SageMaker , which provides comprehensive capabilities to manage models successfully in production. To foster an open ecosystem, we created a framework to empower partners to easily build and publish AI connectors.

Cost-Benefit 95

Cost-Benefit Visualization Modeling Machine Learning 95

AWS Big Data

MARCH 2, 2023

Test the setup To test the WebSocket API, you can use wscat, an open-source command line tool. Install wscat: $ npm install -g wscat On the console, connect to your published API endpoint by running the following command. amazonaws.com/{STAGE} To test the runquery function, send a JSON message like the following example.

Data Lake 78

Data Lake Testing Interactive Unstructured Data 78

DataRobot Blog

JUNE 16, 2022

Airflow is a perfect tool to orchestrate stages of the DataRobot machine learning (ML) pipeline, because it provides an easy but powerful solution to integrate DataRobot capabilities into bigger pipelines, combine it with other services, as well as to clean your data, and store or publish the results. Then, click the Save button.

Machine Learning 59

Machine Learning Modeling Testing Publishing 59

AWS Big Data

MARCH 30, 2023

An event-driven architecture is a software design pattern in which decoupled applications can asynchronously publish and subscribe to events via an event broker. Amazon Elastic Kubernetes Service (Amazon EKS) is becoming a popular choice among AWS customers to host long-running analytics and AI or machine learning (ML) workloads.

Data-driven 74

Data-driven Metadata Testing Management 74

AWS Big Data

JUNE 19, 2023

The sample solution relies on access to a public S3 bucket hosted for this blog so egress rules and permissions modifications may be required if you use S3 endpoints. In a series of follow-up posts, we will review the source code and walkthrough published examples of the Lambda ingestion framework in the AWS Samples GitHub repo.

Publishing 87

Publishing Dashboards Visualization Management 87

Insight

SEPTEMBER 20, 2019

Segmentation Since a few patients had multiple images in the dataset, the data were separated, by patient, into three parts: training (80%), validation (10%), and testing (10%). The model was a modified U-Net and trained on GPU hosted by Amazon Web Services (AWS) EC2 instances. The box plot below shows a summary of the testing results.

Deep Learning 53

Deep Learning Cost-Benefit Testing Modeling 53

Cloudera

JULY 16, 2021

GigaOM recently published their own third party benchmark study comparing the price-performance of Cloudera Data Warehouse to 4 other prominent cloud data warehouse vendors. jdbc:hive2://<host>/<database>;transportMode=http;httpPath=cliservice;ssl=true;retries=3;mode=hplsql. But don’t just take our word for it.

Data Warehouse 114

Data Warehouse Data Processing Management Testing 114

Insight

APRIL 4, 2019

To provide a consistent installation, all instructions are written after testing on Ubuntu 18.04. pg_hba.conf contains control which hosts are allowed to connect, how clients are authenticated, which PostgreSQL user names they can use, which databases they can access. host <database> <user> 0.0.0.0/0

Data Processing 40

Data Processing Testing Publishing IT 40

AWS Big Data

FEBRUARY 16, 2023

As a QuickSight administrator, you can use AWS CloudFormation templates to migrate assets between distinct environments from development, to test, to production. When you’re finished, you can publish your analysis as a dashboard to share with others in your organization. In QuickSight, you analyze and visualize your data in analyses.

Data Warehouse 82

Data Warehouse Sales Visualization Data Processing 82

datapine

SEPTEMBER 29, 2022

Also known as data validation, integrity refers to the structural testing of data to ensure that the data complies with procedures. Your Chance: Want to test a professional analytics software? According to recent information published by Gartner, poor data quality costs businesses an average of $12.9 date, month, and year).

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

MAY 7, 2024

This post explains how you can extend the governance capabilities of Amazon DataZone to data assets hosted in relational databases based on MySQL, PostgreSQL, Oracle or SQL Server engines. The producer also needs to manage and publish the data asset so it’s discoverable throughout the organization.

Metadata 77

Metadata Data Lake Data Processing Data-driven 77

CDW Research Hub

JULY 24, 2020

Be sure to include it in a published rotation schedule with a backup and management escalation phone tree. Have you tested actually restoring your system from your backups? Conduct a post-holiday hindsight and debrief before December ends, while the experience is still fresh in everyone’s minds. Support readiness & structure.

Optimization 52

Optimization Data Processing Marketing Metrics 52

Insight

MAY 8, 2020

“The things that may be invisible to you are not invisible to other people,” Shani Offen, Head of Machine Learning Engineering at Spotify , said during a panel we hosted for hiring managers discussing ways to bolster the ranks of women engineers. Interested in seeing more resources like this?

Software 59

Software Data-driven Data Processing Machine Learning 59

AWS Big Data

MARCH 13, 2024

Developers can use the support in Amazon Location Service for publishing device position updates to Amazon EventBridge to build a near-real-time data pipeline that stores locations of tracked assets in Amazon Simple Storage Service (Amazon S3). You can test this solution yourself using the AWS Samples GitHub repository.

Analytics 97

Analytics IoT Metadata Internet of Things 97

Insight

JUNE 2, 2019

To provide a consistent installation, all instructions are written after testing on Ubuntu 18.04 You can test it this works if you try to SSH from master into the worker using the following comamnd $ ssh -i ~/.ssh/id_rsa on AWS using EC2 Instances. AWS also has a managed service called EMR that allows easy deployment of Spark.

Testing 67

Testing Management Data Processing Interactive 67

DataKitchen

NOVEMBER 29, 2021

From our unique vantage point in the evolution toward DataOps automation, we publish an annual prediction of trends that most deeply impact the DataOps enterprise software industry as a whole. Model developers will test for AI bias as part of their pre-deployment testing. Companies Commit to Remote.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

AWS Big Data

APRIL 25, 2023

AnyCompany’s marketing team hosted an event at the Anaheim Convention Center, CA. Upon a successful file transfer, Step Functions publishes an event in the consumer account’s EventBridge. However, for quick testing purposes, we demonstrate how to manually run the flow on demand. Let’s take an example.

Sales 74

Sales Visualization Software Marketing 74

Insight

AUGUST 16, 2019

it also highlights how to build a platform that hosts both streaming and batch applications. Apache Spark @ Scale Anyone who has ever written a Spark job knows the feeling: Your code runs just fine with your test data, but the moment you unleash the full data set onto your Spark cluster things start to break!

Big Data 51

Big Data Data Science Data Processing Machine Learning 51

O'Reilly on Data

MARCH 31, 2020

But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. This has serious implications for software testing, versioning, deployment, and other core development processes.

Management 332

Management Machine Learning Experimentation Metrics 332

datapine

APRIL 15, 2020

Your Chance: Want to test an agile business intelligence solution? Business intelligence is moving away from the traditional engineering model: analysis, design, construction, testing, and implementation. You need to determine if you are going with an on-premise or cloud-hosted strategy. Finalize testing. Train end-users.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

Howard Dresner

AUGUST 27, 2013

Before the perfect storm, our tweetchat tribe (comprised of customers, vendors and consultants/analysts) were of the opinion that the growing “app” mentality for “cool stuff” among consumers and the easy-to-consume info in mobile apps could end up increasing trust and thus lead to less testing and faster releases.

Business Intelligence 60

Business Intelligence Finance Risk Data Processing 60

datapine

FEBRUARY 9, 2024

It’s our consumer demands that are communicated to businesses via KPI examples , dictating how the brands or businesses craft and develop the content they publish. Your Chance: Want to test a KPI management software for free? One way of testing this is by making sure the organization has completed this objective before.

KPI 221

KPI Management Key Performance Indicator Measurement 221

AWS Big Data

OCTOBER 31, 2023

The output of the queried data is published to Amazon Simple Notification Service (Amazon SNS) for consumption. If you’re testing on a different Amazon MWAA version, update the requirements file accordingly. Under Actions , expand Write access level and select Publish. The requirements file is based on Amazon MWAA version 2.6.3.

Data Processing 93

Data Processing Management Publishing Testing 93

AWS Big Data

AUGUST 31, 2023

arn: " arn:aws:kafka:us-west-2:XXXXXXXXXXXX:cluster/msk-prov-1/id " sink: - opensearch: # Provide an AWS OpenSearch Service domain endpoint # hosts: [ " [link] " ] aws: # Provide a Role ARN with access to the domain. OpenSearch host and index – Specifies the OpenSearch domain URL and where the index should write.

Testing 109

Testing Data Processing Dashboards Management 109

Howard Dresner

FEBRUARY 11, 2014

Vendors need to automate and decrease that effort.” • “I tested a social analytics tool; I was less than impressed. He has published two books on the subject, The Performance Management Revolution — Business Results through Insight and Action, and Profiles in Performance — Business Intelligence Journeys and the Roadmap for Change.

Analytics 45

Analytics Business Intelligence Data Processing Marketing 45

Occam's Razor

APRIL 25, 2011

Making website iterations based on executive opinions, but not site testing. via Jordan Silton] "With testing you can prove if Executives are right or not, and maybe, just maybe figure out WHY. Inconsistent blog, Twitter, anything, publishing schedule. Take, bad, shortcuts.

Marketing 126

Marketing Measurement Metrics Testing 126