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Four Trends Executives Must Consider To Drive CX Excellence in 2022 and Beyond

Rapidly changing world events, such as geopolitical shifts, environmental and societal disruptions, and COVID-19, continue to drive significant changes in both consumer and customer needs and behaviors. These changes have caused buyers to use and accept more digital channels. Buyers also now expect a more B2C-style experience in their working lives. Access to information has never been easier, yet people struggle with the volume of data.

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Build event-driven data quality pipelines with AWS Glue DataBrew

Businesses collect more and more data every day to drive processes like decision-making, reporting, and machine learning (ML). Before cleaning and transforming your data, you need to determine whether it’s fit for use. Incorrect, missing, or malformed data can have large impacts on downstream analytics and ML processes. Performing data quality checks helps identify issues earlier in your workflow so you can resolve them faster. Additionally, doing these checks using an event-based architecture helps you reduce manual touchpoints and scale with growing amounts of data.

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Crude ETFs Climb Despite News That SPR Reserves Could Be Released

In April 2020, OPEC made the unprecedented decision to clip nearly 10 million barrels per day from the market as the pandemic sapped demand for petroleum products. However, if the Biden administration and its allies are able to successfully release crude into the markets, short ETFs like the ProShares UltraShort Bloomberg Crude Oil (SCO) could see considerable gains, even if short-lived.

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