Machine Learning is a discipline within the broader field of Artificial Intelligence concerned with using insights from datasets to make predictions, classify new data points, and generate content. The algorithms used vary greatly in complexity and the real world applications that they are applicable to. Instead of concentrating on any particular algorithm, in this episode we aim to provide a broad understanding of machine learning and what it is used for. We also discuss bias in datasets and some common misconceptions.

You may want to listen to our prior episode on Artificial Intelligence before diving into this episode.

Show Notes

• Episode 13: Artificial Intelligence
• Episode 103: Expert Systems: A Forgotten Area of AI
• The Classic Computer Science Problems Book Series by David
• The Hundred-Page Machine Learning Book by Andriy Burkov

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