Index
A
activation function 165-169
selecting 179
ad click-through prediction
overview 65-67
predicting, with logistic regression using gradient descent 112, 113
with decision tree 86-91
adjusted R2 155
AI-based assistance 3
AI plus human intelligence 3
AlexNet 344
AlphaGo 3
Anaconda
URL 28
applications and use cases, CLIP model
image and text generation 418
image and text retrieval 418
transfer learning 418
visual question answering (VQA) 418
zero-shot image classification 417
zero-shot text classification 417
approaches, for dealing with multiple classes
one-vs-rest 267-271
Arcene Dataset
reference link 278
Area Under the Curve (AUC) 58
Artificial General Intelligence (AGI) 163, 442
Artificial Intelligence-Generated Content (AIGC) 3, 172
Artificial Neural Networks (ANNs) 9, 163
attributes 40, 228
automation
versus machine learning 4
autoregressive language...
