Index
A
activation function 167-171
selecting 181
ad click-through prediction
overview 65, 67
predicting, with logistic regression using gradient descent 113, 114
with decision tree 86-91
adjusted R2 158
AI-based assistance 3
AI plus human intelligence 3
AlexNet 351
AlphaGo
URL 3
Anaconda
URL 28
applications and use cases, CLIP model
image and text generation 424
image and text retrieval 424
transfer learning 424
visual question answering (VQA) 424
zero-shot image classification 423
zero-shot text classification 423
approaches, for dealing with multiple classes
one-vs-rest 271-275
Arcene Dataset
reference link 283
Area Under the Curve (AUC) 58
Artificial General Intelligence (AGI) 165, 448
Artificial Intelligence-Generated Content (AIGC) 3, 174
Artificial Neural Networks (ANNs) 9, 165
attributes 40, 232
automation
versus machine learning 4
autoregressive...
