CIO Business Intelligence

MAY 23, 2023

Preload and pre-connect headers in HTML documents Edgio <link rel=”preload” href=”/lcp-img.png” as=”image” /> Preload is a new web standard that offers more control over how particular resources are prioritized and fetched to optimize their delivery. Run synthetic tests in a staging environment before every release.

IT 94

IT Testing Optimization Measurement 94

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

IBM Big Data Hub

JANUARY 19, 2024

Together, these documents help ensure businesses are prepared to face a variety of threats including power outages, ransomware and malware attacks, natural disasters and many more. Disaster recovery plans (DRPs) are detailed documents describing how companies will respond to different types of disasters.

Strategy 97

Strategy Cost-Benefit Testing Risk 97

Cloudera

FEBRUARY 17, 2022

Before proceeding with the upgrade, review the CDP Private Cloud Base prerequisites as specified in the documentation. After Ambari has been upgraded, download the cluster blueprints with hosts. Post-upgrade steps include application upgrade testing, validations, configuration and tuning. Stage 1: Pre-Upgrade Steps.

Testing 95

Testing Data Processing Metadata Management 95

AWS Big Data

OCTOBER 12, 2023

Scaling overview Consider an ecommerce website that uses OpenSearch Serverless as a backend search engine to host its product catalog. Because OpenSearch Serverless is designed to cater to production systems, it will automatically create an additional set of replicas for these four shards, which are hosted in a separate Availability Zone.

Data Processing 84

Data Processing Testing Management Analytics 84

IBM Big Data Hub

MAY 23, 2023

All these workloads can seamlessly work together because they are all hosted within the same Kubernetes infrastructure. The Code Engine experience is designed so that you could focus on writing code and not worry about the infrastructure that is needed to host it. You can deploy the test application from here.

Data Processing 79

Data Processing Testing Management IT 79

IBM Big Data Hub

AUGUST 18, 2023

Regulators also require organizations to test business recovery processes periodically and provide documented test results showing that SLAs have been met. Cyber-resilient solutions can solve issues for compliance and close the security gaps by protecting against attacks with a host of tools.

Cost-Benefit 78

Cost-Benefit Testing Strategy Risk Management 78

CIO Business Intelligence

APRIL 14, 2023

But it doesn’t always work, so don’t forget to test ChatGPT’s output before pasting it somewhere that matters.” This may include developing training videos and hosting live sessions. When AI-generated code works, it’s sublime,” says Cassie Kozyrkov, chief decision scientist at Google.

Risk 121

Risk Experimentation Marketing Risk Management 121

CIO Business Intelligence

APRIL 9, 2024

One SCADA engineer, for example, started using generative AI “to create synthetic data for testing our SCADA systems,” Melby says. “As He is “part of the brain trust” that hosted an AI strategy discussion with more than 30 CIOs in February and is one of 40 CIOs in Wisconsin who works collaboratively with peers to solve problems.

Digital Transformation 95

Digital Transformation Machine Learning Data Lake Software 95

AWS Big Data

JANUARY 9, 2024

Lexical search In lexical search, the search engine compares the words in the search query to the words in the documents, matching word for word. Semantic search doesn’t match individual query terms—it finds documents whose vector embedding is near the query’s embedding in the vector space and therefore semantically similar to the query.

Cost-Benefit 88

Cost-Benefit Visualization Modeling Machine Learning 88

CIO Business Intelligence

OCTOBER 11, 2023

The bad news is that many of them are net-new, meaning that the mass of customers still using its legacy ECC system, or running its modern S/4HANA system on-premises, are not migrating as quickly as the company would like to cloud offerings such as Rise with SAP , its subscription package of licensing, hosting, and application management.

Data Processing 121

Data Processing Marketing Testing Enterprise 121

DataKitchen

FEBRUARY 21, 2023

Overview of Gartner’s data engineering enhancements article To set the stage for Gartner’s recommendations, let’s give an example of a new Data Engineering Manager, Marcus, who faces a whole host of challenges to succeed in his new role: Marcus has a problem. His company just decided that it needs to get its act together with data.

Data-driven 130

Data-driven Testing Risk Cost-Benefit 130

IBM Big Data Hub

DECEMBER 4, 2023

The most common insurance use cases include optimizing processes that require processing large documents and large blocks of text or images. Customer engagement Providing insurance coverage involves working with numerous documents. Generative AI also aids in generating test cases and scripts for testing the modernized code.

Insurance 56

Insurance Digital Transformation Risk Management Risk 56

AWS Big Data

MAY 2, 2023

The workflow steps are as follows: The producer DAG makes an API call to a publicly hosted API to retrieve data. Test the feature To test this feature, run the producer DAG. For detailed release documentation with sample code, visit the Apache Airflow v2.4.0 After the data has been retrieved, it’s stored in the S3 bucket.

Testing 97

Testing Experimentation Management Metadata 97

IBM Big Data Hub

FEBRUARY 6, 2024

Disaster recovery plan: Disaster recovery plans (DRPs) are detailed documents describing how companies will respond to different kinds of disasters. Step 5: Test and refine To ensure your disaster recovery strategy is sound, you’ll need to practice it constantly and regularly update it according to any meaningful changes.

Cost-Benefit 95

Cost-Benefit Testing Risk Strategy 95

AWS Big Data

JUNE 8, 2023

You can use the plugin to set up different monitors, including cluster health, an individual document, a custom query, or aggregated data. For Host , enter events.PagerDuty.com. Choose Send test message and test to make sure you receive an alert on the PagerDuty service. These monitors can be used to send alerts to users.

Data Lake 76

Data Lake Dashboards Metrics Testing 76

Cloudera

JANUARY 19, 2024

Please refer to the product documentation for more information about specific releases. Supported AI models and services The SQL AI Assistant is not bundled with a specific LLM; instead it supports various LLMs and hosting services. or higher on the public cloud. Both Hive and Impala dialects are supported.

Data Warehouse 71

Data Warehouse Data Processing Optimization Modeling 71

Smart Data Collective

SEPTEMBER 13, 2022

” Software as a service (SaaS) is a software licensing and delivery paradigm in which software is licensed on a subscription basis and is hosted centrally. It gives the customer entire shopping cart software and hosting infrastructure, allowing enterprises to launch an online shop in a snap. Everything you need is in one place.

Cost-Benefit 104

Cost-Benefit Data Processing Software Data-driven 104

Cloudera

JULY 15, 2021

Further information and documentation [link] . For customers to gain the maximum benefits from these features, Cloudera best practice reflects the success of thousands of -customer deployments, combined with release testing to ensure customers can successfully deploy their environments and minimize risk. Summary of major changes.

Data Processing 96

Data Processing Metadata Testing Management 96

Cloudera

OCTOBER 4, 2022

Kafka brokers contained within host groups enable the administrators to more easily add and remove nodes. This is done by adding or removing nodes from the host groups containing Kafka brokers. or higher have two host groups of Kafka broker nodes. These are the Core_broker and Broker host groups.

Data Processing 76

Data Processing Management Big Data Reporting 76

AWS Big Data

FEBRUARY 26, 2024

Now that all components have been deployed, we can test the solution and conduct various searches on the OpenSearch Service index. Test the solution Complete the following steps to test the solution: On the API Gateway console, navigate to your API and choose the ANY method. Choose the Test tab.

Dashboards 60

Dashboards Testing Metrics Optimization 60

Cloudera

APRIL 23, 2021

Encryption & Decryption Flow: The way HDFS encrypts data is explained very well in Cloudera documentation and many articles. In this document, the option of “Installing KTS as a service inside the cluster” is chosen since additional nodes to create a dedicated cluster of KTS servers is not available in our demo system.

Data Processing 68

Data Processing Metadata Testing Management 68

O'Reilly on Data

DECEMBER 12, 2019

In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

Smart Data Collective

MARCH 8, 2021

The google drive ecosystem includes google documents, google presentations and spreadsheets. Dropbox is a file hosting service that includes cloud storage and data sync. Documents can be configured to be saved to cloud storage. To choose the best cloud service for business, test the free trials.

Data Processing 91

Data Processing IT Testing Optimization 91

IBM Big Data Hub

APRIL 18, 2024

According to Andreessen Horowitz (link resides outside IBM.com ) , in 2023, the average spend on foundation model application programming interfaces (APIs), self-hosting and fine-tuning models across surveyed companies reached USD 7 million. Code (62%) : Gen AI helps developers write code more efficiently and with fewer errors.

Cost-Benefit 88

Cost-Benefit Modeling Manufacturing Interactive 88

datapine

SEPTEMBER 29, 2022

These processes could include reports, campaigns, or financial documentation. Accuracy should be measured through source documentation (i.e., Also known as data validation, integrity refers to the structural testing of data to ensure that the data complies with procedures. date, month, and year).

Data Quality 241

Data Quality Metrics Data-driven Management 241

DataRobot Blog

JUNE 16, 2022

If you are new to working with DataRobot, you’re welcome to check out our documentation , where you can find the UI docs, API docs, and tutorials. You’re welcome to check out the documentation to learn more about it. The connection setup page looks like this: You can test the connection by clicking the Test button.

Machine Learning 59

Machine Learning Modeling Testing Publishing 59

AWS Big Data

DECEMBER 13, 2023

This solution uses Amazon Aurora MySQL hosting the example database salesdb. Prerequisites This post assumes you have a running Amazon MSK Connect stack in your environment with the following components: Aurora MySQL hosting a database. If you haven’t deployed one, then follow the steps here in the AWS Documentation.

Data Warehouse 94

Data Warehouse Snapshot Data Processing Management 94

Cloudera

JUNE 22, 2023

The stringent requirements imposed by regulatory compliance, coupled with the proprietary nature of most legacy systems, make it all but impossible to consolidate these resources onto a data platform hosted in the public cloud. Flexibility. If you build it yourself, will the value be there?

Cost-Benefit 65

Cost-Benefit Digital Transformation Data Governance Unstructured Data 65

Domino Data Lab

JULY 10, 2019

This blog also provides code examples with a Jupyter notebook that you can download or run via hosting provided by Domino. Beginning their analytical strategy with a data type abstraction allowed the Uber engineering team to better integrate deep learning best practices for model training, validation, testing and deployment.

Deep Learning 110

Deep Learning Visualization Recreation/Entertainment Data Processing 110

CIO Business Intelligence

JULY 14, 2023

Fine-tuning applies to both hosted cloud LLMs and open source LLM models you run yourself, so this level of ‘shaping’ doesn’t commit you to one approach. That creates a vector index for the data source—whether that’s documents in an on-premises file share or a SQL cloud database—and an API endpoint to consume in your application.

Modeling 92

Modeling Machine Learning Cost-Benefit B2B 92

Sisense

AUGUST 6, 2020

Although it’s designed as a lightweight JavaScript-object-like format, JSON documents can get quite large, especially if they contain deeply nested objects and arrays. There’s a real need to be able to run general processing queries on JSON documents for filtering, shaping, and transforming JSON data.

Software 52

Software Data Processing Consulting Testing 52

Sisense

AUGUST 18, 2019

It also supports hierarchical documentation of data. Postgres provides data constraint and validation functions, which help to ensure JSON documents are more meaningful. To modify JSON fields in Postgres, on the other hand, you’d need to extract the whole document and then rewrite it back in when you’ve made your changes.

Unstructured Data 81

Unstructured Data Data Processing Dashboards Testing 81

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. Refer to the documentation for more details.

Data Processing 40

Data Processing Testing Publishing IT 40

datapine

APRIL 15, 2020

Your Chance: Want to test an agile business intelligence solution? Working software over comprehensive documentation. Business intelligence is moving away from the traditional engineering model: analysis, design, construction, testing, and implementation. Without further ado, let’s begin. What Is Agile Analytics And BI?

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

AWS Big Data

MARCH 13, 2024

RAG is a machine learning (ML) architecture that uses external documents (like Wikipedia) to augment its knowledge and achieve state-of-the-art results on knowledge-intensive tasks. We introduce the integration of Ray into the RAG contextual document retrieval mechanism. zst`; do zstd -d $F; done rm *.zst Outputs[?

Data Processing 107

Data Processing Dashboards Machine Learning Management 107

Cloudera

MARCH 9, 2021

Everything is built around the core metadata model structure of type definitions and entities ( see Atlas documentation for more detail ): Each type definition ( typedef ). h load-node-0 <-- host name of the server. -e e prod <-- environment (prod|pre-prod|test). -c can be derived from a supertype definition.

Data Governance 93

Data Governance Metadata Enterprise Data Processing 93