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Managing risk in machine learning

O'Reilly on Data

Below are the top search topics on our training platform: Beyond “search,” note that we’re seeing strong growth in consumption of content related to ML across all formats—books, posts, video, and training. At the recent Strata Data conference we had a series of talks on relevant cultural, organizational, and engineering topics.

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Data Observability and Monitoring with DataOps

DataKitchen

Below we will explain how to virtually eliminate data errors using DataOps automation and the simple building blocks of data and analytics testing and monitoring. . Applying DataOps Principles to Data Observability. Tests and alerts enable proactive communication with users that builds data team credibility.

Testing 214
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Performance Report: A 101 Guide

FineReport

One invaluable tool for gaining these insights is the performance report. In this article, we will explore what a performance report entails, emphasize the significance of such reports, delve into different types of performance reports, provide a performance report template, and outline the steps to create an effective performance report.

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Unlock scalable analytics with a secure connectivity pattern in AWS Glue to read from or write to Snowflake

AWS Big Data

As organizations increasingly rely on data stored across various platforms, such as Snowflake , Amazon Simple Storage Service (Amazon S3), and various software as a service (SaaS) applications, the challenge of bringing these disparate data sources together has never been more pressing.

Analytics 107
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10 DataOps Principles for Overcoming Data Engineer Burnout

DataKitchen

Imagine a data pipeline error or data problem that impacts critical analytics. Most organizations find out about these errors from their customers, such as a VP of Sales who notices that the bookings report is millions of dollars off. This oversight triggers an all-hands-on-deck emergency response.

Testing 246
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Daily Sales Report: Definition, Samples, Key Elements, and How-tos

FineReport

One of the tools used to achieve this is a daily sales report, which provides an overview of daily sales activities. What is a Daily Sales Report? A daily sales report is a reporting document that provides an overview of a company’s sales performance over a specified period, usually one day.

Sales 52
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What is a KPI Report? Definition, Examples, and How-tos

FineReport

To effectively monitor and analyze these metrics, businesses utilize KPI reports. In this article, we will explore the concept of KPI reports, highlight their significance, provide examples and templates, discuss the essential components, and offer valuable insights on creating KPI reports efficiently.

KPI 52