The Chief AI Officer's Handbook (for True Epub) by Jarrod Anderson

Author:Jarrod Anderson
Language: eng
Format: epub
Publisher: Packt Publishing Pvt Ltd
Published: 2024-12-27T00:00:00+00:00

Step 3 – selecting the right algorithms and tools

Choosing suitable algorithms and tools is critical. Consider the problem type, data characteristics, and computational resources. Experiment with different models and use interpretability and performance metrics to select the best one.

Best practices include the following:

Try algorithms such as decision trees, random forests, or neural networks (NNs) for classification tasks

Consider linear regression, support vector machines (SVMs), or ensemble methods for regression tasks

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