Tag: Data Science

Data Science In Healthcare

Healthcare is a promising industry for implementing Data Science solutions. Years before the rise of IT departments in the hospitals, the patients’ data were collected and stored, and each client had an archive file describing his health history. This data is highly valuable for improving diagnosis, analyzing symptoms, and making it easier for medical professionals to…

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Data Science In Banking

Imagine you take out several loans from different sources. A good data scientist will be able to flag you as a good target for a credit consolidation offer. Reversely, this might also work against you, highlighting your high credit risk.   Nowadays, using Data Science in Banking is a necessity, not a luxury. Either a…

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SVM Simplified In Two Photos

It is about taking the apples looking the most like an apple, the oranges looking the most like an orange, and telling how apples and oranges should be looking like. Those are the farther red and green points from the line separating the two categories.   The Support Vectors, the points supporting the whole algorithm, have…

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Machine Learning Detailed

To avoid repetition about what is Machine Learning and why it matters, and if it is our first article that you are reading, here you can find our last post covering these points. Now to go straight to the subject, let’s divide Machine Learning into three main categories: Supervised Learning, Unsupervised Learning, and Reinforcement Learning.…

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