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Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well.

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Build Up Your Performance With KPI Scorecards – Examples & Templates

datapine

Tracking the success metrics based on your needs, and the time frame you select while comparing your values can be done with simple yet effective scorecards. A KPI scorecard is a term used to describe a statistical record that measures progress or achievement towards a set performance indicator. What Is A KPI Scorecard?

Scorecard 226
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Balancing AI: Do good and avoid harm

IBM Big Data Hub

Business leaders are eager to redesign their business strategies to better serve customers, patients, employees, partners or citizens more efficiently and improve the overall experience. This example can be an opportunity for HR to drive and champion efforts in thwarting potential ethical challenges and operational risks.

Strategy 107
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Rising Tide Rents and Robber Baron Rents

O'Reilly on Data

They published the original Transformer paper (not quite coincidentally called “Attention is All You Need”) in 2017, and released BERT , an open source implementation, in late 2018, but they never went so far as to build and release anything like OpenAI’s GPT line of services.

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4 Data Analytics Tools That Will Revolutionize Marketing In 2021

Smart Data Collective

Every business needs a go-to-market strategy or the GTM strategy to reach the target customers and stay ahead of their competitors. Some of these were addressed in the Data Driven Summit 2018. Big data is the key to any successful marketing strategy in the 21 st Century. GTM marketing strategies are no exception.

Marketing 107
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Interview with: Sankar Narayanan, Chief Practice Officer at Fractal Analytics

Corinium

Beyond that, we recommend setting up the appropriate data management and engineering framework including infrastructure, harmonization, governance, toolset strategy, automation, and operating model. Measure user adoption and engagement metrics to not just understand products take-up, but also to enhance the overall product propositions.

Insurance 250
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The Impact Matrix | A Digital Analytics Strategic Framework

Occam's Razor

Even simple questions like “ How effective is our analytics strategy? Soon, your digital analytics strategic framework that you hoped would provide a true north to the analytics strategy question looks like this …. To name a few: Digital Marketing & Measurement Model | Analytics Ecosystem | Web Analytics 2.0.