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Reclaiming the stories that algorithms tell

O'Reilly on Data

Using the new scores, Apgar and her colleagues proved that many infants who initially seemed lifeless could be revived, with success or failure in each case measured by the difference between an Apgar score at one minute after birth, and a second score taken at five minutes. Books, in turn, get matching scores to reflect their difficulty.

Risk 355
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Top 15 project management certifications

CIO Business Intelligence

The exam covers topics including Scrum, Kanban, Lean, extreme programming (XP), and test-driven development (TDD). 11, 2001, terrorist attacks to address issues of cyberterrorism and the information security of nations at large. Candidates can also take a self-test to benchmark their knowledge. Certified ScrumMaster (CSM).

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Modernize a legacy real-time analytics application with Amazon Managed Service for Apache Flink

AWS Big Data

Also, a data model that allows table truncations at a regular frequency (for example, every 15 seconds) to store only relevant data in tables can cause locking and performance issues. For the template and setup information, refer to Test Your Streaming Data Solution with the New Amazon Kinesis Data Generator.

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ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

In this article we discuss why fitting models on imbalanced datasets is problematic, and how class imbalance is typically addressed. This renders measures like classification accuracy meaningless. Their tests are performed using C4.5-generated Chawla et al., Pima Indian Diabetes (Smith et al., 1988), E-state data (Hall et al.,

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Four Factors to Consider when Migrating to Microsoft Business Central Online

Jet Global

An evolving toolset, shifting data models, and the learning curves associated with change all create some kind of cost for customer organizations. In other cases, costs are more obvious and clearly measurable. Because Microsoft D365 BC is a new product, you will need to review and test existing reports.

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11 Digital Marketing “Crimes Against Humanity”

Occam's Razor

The issues of course include people and jaded mental models and bureaucracy and a lack of time and the missing desire to be great and org structures, and bosses. Doing anything on the web without a Web Analytics Measurement Model. Making lame metrics the measures of success: Impressions, Click-throughs, Page Views.

Marketing 126
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To Balance or Not to Balance?

The Unofficial Google Data Science Blog

A naïve way to solve this problem would be to compare the proportion of buyers between the exposed and unexposed groups, using a simple test for equality of means. The choice of space $cal F$ (sometimes called the model ) and loss function $L$ explicitly defines the estimation problem. the curse of dimensionality).