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Interpreting predictive models with Skater: Unboxing model opacity

O'Reilly Media - Data

This form of understanding could possibly be enabled using popular data exploration and visualization approaches, like hierarchical clustering and dimensionality reduction techniques. Interpreting high-dimensional MNIST data by visualizing in 3D using PCA for building domain knowledge using TensorFlow.

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Technology Trends for 2024

O'Reilly Media - Ideas

Just a few notes on methodology: This report is based on O’Reilly’s internal “Units Viewed” metric. The data used in this report covers January through November in 2022 and 2023. Those gains only look small in comparison to the triple- and quadruple-digit gains we’re seeing in natural language processing.

Trends 119
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Technology Trends for 2022

O'Reilly Media - Ideas

We used data from the first nine months (January through September) of 2021. When doing year-over-year comparisons, we used the first nine months of 2020. Data analysis” and “data engineering” are far down in the list—possibly indicating that, while pundits are making much of the distinction, our platform users aren’t.

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