Remove Dashboards Remove Experimentation Remove Measurement Remove Testing
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What is a DataOps Engineer?

DataKitchen

Data operations (or data production) is a series of pipeline procedures that take raw data, progress through a series of processing and transformation steps, and output finished products in the form of dashboards, predictions, data warehouses or whatever the business requires. Clear measurement and monitoring of results. Create tests.

Testing 152
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The top 15 big data and data analytics certifications

CIO Business Intelligence

Certifications measure your knowledge and skills against industry- and vendor-specific benchmarks to prove to employers that you have the right skillset. Organization: AWS Price: US$300 How to prepare: Amazon offers free exam guides, sample questions, practice tests, and digital training.

Big Data 124
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Achieving cloud excellence and efficiency with cloud maturity models

IBM Big Data Hub

Cloud adoption maturity model This maturity model helps measure an organization’s cloud maturity in aggregate. No automation: Security professionals identify and address incidents and problems manually through dashboards. Teams are comfortable with experimentation and skilled in using data to inform business decisions.

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What you need to know about product management for AI

O'Reilly on Data

This has serious implications for software testing, versioning, deployment, and other core development processes. The need for an experimental culture implies that machine learning is currently better suited to the consumer space than it is to enterprise companies.

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Amazon OpenSearch Service search enhancements: 2023 roundup

AWS Big Data

The OpenSearch Compare Search Results tool The Compare Search Results tool, generally available in OpenSearch Service version 2.11, allows you to compare search results from two ranking techniques side by side, in OpenSearch Dashboards, to determine whether one query produces better results than the other.

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Knowledge

Occam's Razor

Key To Your Digital Success: Web Analytics Measurement Model. " Measuring Incrementality: Controlled Experiments to the Rescue! Barriers To An Effective Web Measurement Strategy [+ Solutions!]. The "Action Dashboard" (An Alternative To Crappy Dashboards). How Do I Measure Success?

KPI 124
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MLOps and DevOps: Why Data Makes It Different

O'Reilly on Data

If you ask an engineer to show how they operate the application in production, they will likely show containers and operational dashboards—not unlike any other software service. The applications must be integrated to the surrounding business systems so ideas can be tested and validated in the real world in a controlled manner.

IT 347