> For the complete documentation index, see [llms.txt](https://docs.productizeml.com/productize-ml/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.productizeml.com/productize-ml/machine-learning.md).

# 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.