Shypd.aiThe largest open index of AI toolsAWS Machine Learning University: Accelerated Tabular Data Class provides open-source educational materials for learning about tabular data. It includes slides, notebooks, and datasets to make machine learning accessible.
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The AWS Machine Learning University: Accelerated Tabular Data Class offers a comprehensive open-source curriculum designed to introduce individuals to machine learning techniques specifically for tabular data. This repository provides a rich set of educational materials, including detailed slides, interactive notebooks, and real-world datasets. The course covers essential topics such as exploratory data analysis, K-Nearest Neighbors, feature engineering, tree-based models, boosting, and neural networks. It aims to make machine learning accessible to a broad audience, enabling learners to apply these techniques to practical problems. The curriculum culminates in a final project that allows students to practice working with a real-world tabular dataset.
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