Data Transformation Deep Learning Experimentation 
O'Reilly on Data
OCTOBER 19, 2021
It has far-reaching implications as to how such applications should be developed and by whom: ML applications are directly exposed to the constantly changing real world through data, whereas traditional software operates in a simplified, static, abstract world which is directly constructed by the developer. This approach is not novel.
CIO Business Intelligence
JANUARY 19, 2024
You should also have experience with pattern detection, experimentation in business optimization techniques, and time-series forecasting. and SAS Text Analytics, Time Series, Experimentation, and Optimization. The exam tests your knowledge of and ability to integrate machine learning into various tools and applications.
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