Exam Ref 70-774 Perform Cloud Data Science with Azure Machine Learning, First Edition

Index

A

access rights 145

Accuracy metric 95–96

activation functions 198

Add Columns modules 87

algorithms

anomaly detection 57

clustering 57, 67–70

for classifying label data 63–67

for grouping unlabeled data 67–70

for predicting continuous label data 60–62

for supervised vs. unsupervised scenarios 57–59

machine learning 55–73

MicrosoftML 249

optimization of 78, 87

regression 60–62, 64

selection criteria 58–59

Anaconda 24, 146, 211

anomaly detection 57, 96

APIs 152, 153

ARM 112

batch calls 171

Cognitive Services 161–178

Knowledge 171–178

Search 178

Speech 178

Text Analytics 168–171

Vision 162–167

to Batch Execution 154–157

apps

LUIS 132–137

Area Under the ROC Curve 95–96

ARFF file format 5

ARM APIs 113

Artificial Intelligence (AI) 132. See also ...