Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

A

acquisition function 145

activation 46

Adaptive Moment Estimation (Adam) 51

adversarial analysis

data augmentations, using 308-310

executing, for face recognition model 324-326

executing, for speech recognition models 312-318

for audio-based models 310-312

for face recognition model 321-324

for image-based models 318-321

for text-based models 326, 327

adversarial attack 38

AI Apps 442

AI bias

in-processing stage 298, 299

mitigating 296-305

model-building process, stages 297-299

post-processing stage 299

source 278, 279

types, examples 277

types, exploring 276-278

AlexNet 80

A Lite BERT (ALBERT) 123, 178

Amazon Elastic Container Service (ECS) 341

Amazon Elastic Kubernetes Service (EKS) 341

anchor point 151

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