# Machine Learning

- [Why ML, and why now](https://docs.productizeml.com/productize-ml/machine-learning/why-ml-and-why-now.md): Reasons behind the raise of AI in the industry.
- [Supervised Learning](https://docs.productizeml.com/productize-ml/machine-learning/supervised-learning.md): You will learn: most-used supervised learning algorithms such as linear regression, logistic regression, SVM, and decision trees.
- [Unsupervised Learning](https://docs.productizeml.com/productize-ml/machine-learning/unsupervised-learning.md): You will learn: most-used unsupervised learning methods such as clustering and dimensionality reduction algorithms.
- [Deep Learning](https://docs.productizeml.com/productize-ml/machine-learning/deep-learning.md): You will learn: why deep learning is considered on of the pioneer ML types and its fundamentals.
- [ML Terminology](https://docs.productizeml.com/productize-ml/machine-learning/ml-terminology.md): You will learn: basic concepts and terms used in the AI/ML community.


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.productizeml.com/productize-ml/machine-learning.md?ask=<question>
```

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The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
