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
active learning
versus passive learning 13, 14
active machine learning (active ML) 3, 115-117, 131, 132
components 5
definition 4
implementing, for image classification project 66
loop 6
methods 131
used, for enhancing production model monitoring 128
using, for segmentation project 84-88
active ML, applications 4
anomaly detection 5
computer vision applications 4
medical diagnosis 5
natural language tasks 4
recommendation systems 5
active ML, for image classification project
CNN, building for CIFAR dataset 67-73
uncertainty sampling, applying to improve classification performance 73- 76
active ML pipelines
monitoring 124-127
active ML run
cessation, determining 127, 128
active ML, to object detection project
applying 76
...
