BA Learnings

JANUARY 2, 2023

Set Up Automated Systems With automated systems in place, collecting the data needed for analysis will be much easier. Automation makes it easier for you to track performance over time so that any changes can be quickly identified and addressed.

Data Analytics 130

Data Analytics Analytics Metrics Testing 130

DataKitchen

OCTOBER 28, 2021

When our work processes for creating and monitoring analytics contain built-in controls against bias, data analytics organizations will no longer be dependent on individual social awareness or heroism. Engineers unleashed artificial intelligence (AI) bias, and it will be engineers who design the solutions that eliminate it. What Is AI Bias?

Testing 130

Testing IT Manufacturing Metrics 130

DataKitchen

NOVEMBER 18, 2022

As he thinks through the various journeys that data take in his company, Jason sees that his dashboard idea would require extracting or testing for events along the way. Data and tool tests. DataKitchen has released a version of its Observability product, which implements the concepts described in this series. Part 1) (Part 2).

Testing 130

Testing Statistics Measurement Metrics 130

DataKitchen

NOVEMBER 28, 2022

The team built a data journey and monitored a subset of pipelines as a proof of concept. Jason showed them how DataOps Observability could monitor, alert him to problems, prompt early fixes of these issues, and ultimately prevent many of these errors. . Part 1) (Part 2) (Part 3). DataOps Observability Benefits Summary.

Testing 130

Testing Reporting Dashboards Visualization 130

DataKitchen

FEBRUARY 27, 2024

LLMs have the potential to revolutionize how we interact with data, automate processes, and extract insights. The Imperative of Data Quality Validation Testing Data quality validation testing is not just a best practice; it’s imperative. DataOps ensures that the data retrieved is relevant, high-quality, and up-to-date.

Data Quality 120

Data Quality Unstructured Data Testing Modeling 120

DataKitchen

JUNE 19, 2023

In an era where data drives innovation and growth, it’s paramount that data leaders and engineers understand and monitor their Data Journey’s various facets. Perhaps we could just chill out in those stressful situations and “let go,” as the Buddha suggests. That idea is the Data Journey.

Testing 130

Testing Cost-Benefit Metrics Data Quality 130

Smart Data Collective

DECEMBER 28, 2022

A data pipeline is a technical system that automates the flow of data from one source to another. Use Automated Testing. Automated testing can help you identify and eliminate many potential data errors before they become an issue. Monitor Your Data Sources. Check Your Data For Accuracy. Create A Backup Plan.

Data Governance 114

Data Governance Testing Cost-Benefit Management 114

Rocket-Powered Data Science

JUNE 17, 2022

One of the first major attractions for me to attend this event is found in the primary descriptor of the Splunk Platform — it is appropriately called the Splunk Observability Cloud, which includes an impressive suite of Observability and Monitoring products and services. And the goodness doesn’t stop there.” is here, now!

Machine Learning 237

Machine Learning Recreation/Entertainment Risk Business Objectives 237

CIO Business Intelligence

MAY 2, 2024

Siemens Mobility has been on a robotic process automation (RPA) journey for years, growing from five automated processes in 2017 to more than 700 now, transforming the company in the process. The idea is to provide a framework, tools, and training that allow business units to apply automation to their processes.

Informatics 78

Informatics Software Business Intelligence Testing 78

CIO Business Intelligence

FEBRUARY 7, 2024

Key AI companies have told the UK government to speed up its safety testing for their systems, raising questions about future government initiatives that too may hinge on technology providers opening up generative AI models to tests before new releases hit the public.

Testing 124

Testing Reporting Risk Modeling 124

DataKitchen

JANUARY 19, 2022

Imagine a large enterprise yielding significant value from their Matillion-Snowflake integration, but wishing to expand the scope of data pipeline deployment, testing, and monitoring. DataKitchen triggers a Matillion job, then retrieves execution parameters that can be used in DataKitchen tests.

Testing 130

Testing Data Integration Data Warehouse Enterprise 130

DataKitchen

JANUARY 3, 2022

Instead of throwing people and budgets at problems, DataOps offers a way to utilize automation to systematize analytics workflows. Instead of throwing people and budgets at problems, DataOps offers a way to utilize automation to systematize analytics workflows. In business analytics, fire-fighting and stress are common.

Business Analytics 245

Business Analytics Analytics Testing Dashboards 245

DataKitchen

OCTOBER 20, 2023

This growing need calls for the data team to innovate and implement sophisticated tracking mechanisms to monitor individual data ‘payloads’ throughout various ingestion, transformation, and delivery stages. However, a Payload DJ offers a paradigm shift by enabling an individual’ datum journey.’

Insurance 176

Insurance Metadata Data-driven Data Quality 176

Smart Data Collective

NOVEMBER 23, 2022

However, one of the benefits that we haven’t talked as much about is the application of machine learning for testing new apps during the design process. Apps need to be carefully tested , so it is important to use the right strategies to do so. Machine Learning Enables App Developers to Automate Essential Processes Like Testing.

Machine Learning 122

Machine Learning Testing Cost-Benefit Publishing 122

DataKitchen

MARCH 5, 2024

Implementing rigorous DataOps Observability practices, including automated testing, observability tools, and a culture of continuous improvement, can transform how your team addresses data reliability and accuracy. It’s tempting to adopt the “ What, me worry? ” attitude under these seemingly calm conditions.

Data Quality 150

Data Quality Measurement Testing Data-driven 150

datapine

MAY 2, 2023

Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. The complex and ever-evolving nature of logistics makes it an essential use case for big data applications. Did you know?

Big Data 275

Big Data Cost-Benefit Internet of Things Optimization 275

DataKitchen

DECEMBER 6, 2022

Here is what Gartner says are the key components of DataOps software (major grouping provided by DataKitchen): DataOps Automation. Orchestration : Connectivity, workflow automation, lineage, scheduling, logging, troubleshooting, and alerting. Deployment Automation : Version control, release pipelines, approvals, rollback, and recovery.

Software 130

Software Marketing Data Lake Testing 130

CIO Business Intelligence

SEPTEMBER 7, 2023

Each product team is given a scorecard with metrics around risks, vulnerabilities, observability, and automation levels. Ensure chaos testing: Implementing chaos testing and game-day simulation helped us spot and fix observability problems and correct logging practices that were creating noise to mask true alerts.

Scorecard 94

Scorecard Internet of Things Testing IoT 94

AWS Big Data

MARCH 27, 2024

By testing the solution against key metrics, a POC provides insights that allow you to make an informed decision on the suitability of the technology for the intended use case. It also helps you securely access your data in operational databases, data lakes, or third-party datasets with minimal movement or copying of data.

Testing 98

Testing Data Warehouse Metrics Cost-Benefit 98

CIO Business Intelligence

JUNE 27, 2022

Enterprises that have adopted automation across their organizations—including development, IT operations, and business teams—often find it is difficult to scale their automations due to manual or old testing methods. As such, many testing groups are understaffed and overworked.

Testing 97

Testing Enterprise Digital Transformation Software 97

CIO Business Intelligence

NOVEMBER 13, 2023

Incorporate extensive testing and validation for each change Ten years ago, the DevOps development process was develop, develop, develop, test. Now, because of DevOps, it’s develop, test, develop, test. Testing has become core to the process, eliminating assumptions teams used to make because testing was a low priority.

Management 133

Management Key Performance Indicator Testing Digital Transformation 133

Cloudera

OCTOBER 18, 2023

New technology means new opportunities AI generally and ML, generative AI, and LLMs specifically, have the potential to significantly reduce costs for financial services at large by automating tasks, improving productivity, and reducing the need for manual labor.

Cost-Benefit 75

Cost-Benefit Testing Machine Learning Optimization 75

CIO Business Intelligence

JANUARY 4, 2024

Look for opportunities to automate repetitive, time-consuming processes to avoid burnout. ” No budget is unlimited. You’ll have to make tough choices among cybersecurity methods, tools, and techniques. So, how do you improve your company’s cybersecurity posture and focus on the fundamentals? Know which has confidential, sensitive information.

Testing 135

Testing Risk Strategy Management 135

IBM Big Data Hub

APRIL 22, 2024

There are several key characteristics of a deployable architecture, which include: Automation : Deployable architecture often relies on automation tools and processes to manage deployment process. This allows for easier management and reduces the risk of dependencies causing deployment issues.

Manufacturing 69

Manufacturing Data Processing Finance Software 69

IBM Big Data Hub

JANUARY 26, 2024

There is a need for automation to handle routine tasks, monitor network health and respond to issues in real-time. We assume that the CSP network operation is automated as per the specifications outlined in the TMF Introductory Guide 1230 (IG1230) on Autonomous Networks Technical Architecture.

IoT 106

IoT Data-driven Interactive Management 106

DataKitchen

JANUARY 25, 2021

DataOps uses automation to create unprecedented visibility into data operations. Every operation, every step, and every transaction in the data pipeline is tested and verified. Every operation, every step, and every transaction in the data pipeline is tested and verified. The Pulse Report. Upcoming Data Sources.

Reporting 243

Reporting Testing Enterprise Analytics 243

AWS Big Data

AUGUST 9, 2023

By monitoring application logs, you can gain insights into job execution, troubleshoot issues promptly to ensure the overall health and reliability of data pipelines. By monitoring application logs, you can gain insights into job execution, troubleshoot issues promptly to ensure the overall health and reliability of data pipelines.

Data Lake 86

Data Lake Metrics Testing Cost-Benefit 86

DataKitchen

JANUARY 5, 2021

Instead of allowing technology to be a barrier to teamwork, leading data organizations rely explicitly on automation of workflows to improve and facilitate communication and coordination between the groups. DataOps automates the workflow processes related to the creation, deployment, production, monitoring, and governance of data analytics.

Testing 147

Testing Data Governance Metadata Visualization 147

IBM Big Data Hub

FEBRUARY 16, 2024

Breach and Attack Simulation (BAS) is an automated and continuous software-based approach to offensive security. Similar to other forms of security validation such as red teaming and penetration testing , BAS complements more traditional security tools by simulating cyberattacks to test security controls and provide actionable insights.

Testing 83

Testing IoT Reporting Data-driven 83

IBM Big Data Hub

NOVEMBER 10, 2023

Questions to ask as you define the scope of your organization’s needs: What business functions will be automated by the ERP software? For a business to see the benefits of an ERP adoption it must first be deployed properly and efficiently by a team that typically includes a project manager and department managers as well.

Enterprise 122

Enterprise Consulting Testing Cost-Benefit 122

O'Reilly on Data

JUNE 15, 2023

Should we automate away all the jobs, including the fulfilling ones? Most notably, The Future of Life Institute published an open letter calling for an immediate pause in advanced AI research , asking: “Should we let machines flood our information channels with propaganda and untruth? Should we risk loss of control of our civilization?”

Metrics 284

Metrics Reporting Measurement Finance 284

DataKitchen

FEBRUARY 21, 2023

Release New Data Engineering Work Often With Low Risk: “Testing and release processes are heavily manual tasks… automate these processes.” Release New Data Engineering Work Often With Low Risk: “Testing and release processes are heavily manual tasks… automate these processes.” It’s not been going well.

Data-driven 130

Data-driven Testing Risk Cost-Benefit 130

IBM Big Data Hub

OCTOBER 16, 2023

Containerization helps DevOps teams avoid the complications that arise when moving software from testing to production. Why container monitoring is important Organizations need to monitor the health of their containerized apps and track performance issues, like any other software.

Data Processing 80

Data Processing Dashboards Metrics Software 80

DataKitchen

JANUARY 18, 2023

Good testing, like exercise and veganism, is the subject of fervent talk and half-hearted action. There are lots of reasons good people test inadequately. Testing is intrinsic to the job. . They might install a leak detector to monitor for problems automatically, and send alerts, while the house is unattended.

Testing 130

Testing Data-driven Risk Strategy 130

Smart Data Collective

MAY 18, 2022

A high-quality testing platform easily integrates with all the data analytics and optimization solutions that QA teams use in their work and simplifies testing process, collects all reporting and analytics in one place, can significantly improve team productivity, and speeds up the release. Hint: It’s all about release speed.

Testing 108

Testing Data Analytics Analytics Big Data 108

AWS Big Data

JUNE 8, 2023

OpenSearch Service provides real-time insights into your data to support use cases like interactive log analytics, real-time application monitoring, website search, and more. However, with the increasing amount of data, it can be challenging to monitor everything manually. These monitors can be used to send alerts to users.

Data Lake 77

Data Lake Dashboards Metrics Testing 77

IBM Big Data Hub

DECEMBER 19, 2023

Stage 1: Development automation Infrastructure automation (IaC) and pipeline automation are self-contained within the development team, which makes automation a great place to start. We recommend a 4-stage roadmap for implementation, as shown in the figure below. This helps adoption and acceleration.

Testing 83

Testing Enterprise Modeling Software 83