August 2025
Beginner
236 pages
7h 51m
English
Content preview from Machine Learning and AI for Absolute Beginners
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MACHINE LEARNING CATEGORIES
Machine learning incorporates several hundred statistical-based algorithms and choosing the right algorithm(s) for the job is a constant challenge of working in this field. Before examining specific algorithms, it’s important to consolidate one’s understanding of the three overarching categories of machine learning and their treatment of input and output variables.
Supervised Learning
Supervised learning imitates our own ability to extract patterns from known examples and use that extracted insight to engineer a repeatable outcome. This is how the car company Toyota designed its first car prototype. Rather than speculate or create a unique process for manufacturing cars, Toyota created its first vehicle ...
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