April 2022
Intermediate to advanced
576 pages
18h 11m
English
A
evaluating categorical metrics 329 – 333
evaluating continuous metrics 319 – 323
using alternative displays and tests 325 – 329
dangers of data silo 445 – 446
process over technology 442 – 445
training and inference skew 440 – 441
end user vs. internal use testing 453 – 460
fallbacks and cold starts 447 – 452
leaning heavily on prior art 448 – 450
model interpretability 460 – 469
Shapley additive explanations 461 – 463
using shap 463 – 466, 469