Content of Figures
1 Executive Summary
AI and ML will be game changers and will strongly influence business models and business processes.
Depending on the particular task and the availab ...Login Free 30-day Select Access Get full Access
AI, machine learning, deep learning
First of all, it is important to distinguish three terminologies:
- Artificial Intelligence (AI): The science ...
Typically, supervised learning comes into play when a labeled data set exists that can be used for training, cross validation, a ...
In contrast, many machine learning algorithms are focused on classification, e.g., to predict whether a certain condition will occur.
Example: Av ...
A typical use case of unsupervised learning exists if there is unlabeled data that should be structured or clustered. In this ...
A further technique — often based on unsupervised learning — is anomaly detection. The aim here is to detect unusual data sets.
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