Systems | Development | Analytics | API | Testing

Successfully training AI and ML models relies not only on large quantities of data, but also on the quality of their annotations. Data annotation accuracy directly impacts the accuracy of a model and the reliability of its predictions. This is where human-annotated datasets come into play. Human-annotated datasets offer a level of precision, nuance, and contextual understanding that automated methods struggle to match.

Regardless of what products or services your business brings to market, the modern shopper isn't likely to buy if your organization avoids online advertising that increases brand exposure. Google Ads is a popular digital advertising management tool that integrates seamlessly with the user experience customers already have on the internet while simultaneously giving business owners the agency to manage and measure the success of individual ads, advertising campaigns, different digital formats, and more.

We analyzed 50K+ data points to find the most important Google Analytics metrics. Here are the top 10, plus definitions for each metric and how to find them.

Apache Iceberg’s ecosystem of diverse adopters, contributors and commercial support continues to grow, establishing itself as the industry standard table format for an open data lakehouse architecture. Snowflake’s support for Iceberg Tables is now in public preview, helping customers build and integrate Snowflake into their lake architecture. In this blog post, we’ll dive deeper into the considerations for selecting an Iceberg Table catalog and how catalog conversion works.

Deliver faster marketing insights with governed data movement and democratization.

Data analytics tools help your organization understand the insights in your data through custom dashboards, reports, applications, and other visualizations. This software category covers a broad range of capabilities and use cases, from drag-and-drop, no-code dashboard creation software to end-to-end data extraction, analytics, and management platforms. We picked eight of the top data analytics tools for 2024 by referencing G2 ratings and reviews.

As analytics technology evolves, so do user needs and expectations. Many customers approach us hoping to boost their application’s analytics capabilities, which are often struggling to meet user demand.

Today, we’re excited to announce the general availability of Data Portal on Confluent Cloud. Data Portal is built on top of Stream Governance, the industry’s only fully managed data governance suite for Apache Kafka® and data streaming. The developer-friendly, self-service UI provides an easy and curated way to find, understand, and enrich all of your data streams, enabling users across your organization to build and launch streaming applications faster.