# ML & MLOps Courses Four courses covering the mathematics behind machine learning, the core ML and deep learning methods, and putting models into production. Use the flags in the top bar to change language. ## Courses - [Mathematics](/en/Mathematics): the linear algebra and probability the courses build on. - [Machine Learning](/en/Machine%20Learning): foundations of ML, from data to models. - [Deep Learning](/en/Deep%20Learning): neural networks from the perceptron to transformers. - [MLOps](/en/MLOps): taking ML systems to production and keeping them healthy.
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