Linear algebra concepts are key for understanding and creating machine learning algorithms, especially as applied to deep learning and neural networks. This course reviews linear algebra with applications to probability and statistics and optimization&... (more…)

We just finished our Lean LaunchPad class at UC Berkeley’s engineering school where many of the teams embedded machine learning technology into their products. It struck me as I watched the teams t…

Text summarization is the process of selecting the most crucial information from a text to create its shortened version based on a specific goal. There are two different approaches used to solve this task automatically. In this article, we will show you h... (more…)

It is safe to say proteins are building blocks and the machinery which defines living matter. In the last 70 years tremendous progress has been made in their isolation, production, characterization… (more…)

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