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 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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