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IBM’s enduring commitment to environmental leadership

IBM Big Data Hub

Here is a snapshot of some current results: We continued making progress towards our goal of net-zero operational greenhouse gas (GHG) emissions by 2030, underscored by energy conservation; use of renewable energy; and GHG emissions reduction. As of year-end 2021, 64.2% Also through year-end 2021, we reduced operational GHG emissions by 61.6%

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Proposals for model vulnerability and security

O'Reilly on Data

Version control: Production model scoring code should be managed and version-controlled—just like any other mission-critical software asset. Machine learning in the research and development environment is highly dependent on a diverse ecosystem of open source software packages. 2010): 121-148. Inversion by surrogate models.

Modeling 222
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7 Data Presentation Tips: Think, Focus, Simplify, Calibrate, Visualize++

Occam's Razor

And often, you don't need to go very far from the defaults in Excel – though you are welcome to use any software you want. If you are a student of the Market Motive web analytics master certification course , you'll note my love for segmented trends rather than snapshots in time when it comes to data presentation.