Data science articles related with mathematics. Our Data Scientist is writing this articles.

Binomial Theorem

Can you expand on ? I guess you would find that is quite easy to do. You can easily find that . How about the expansion of . It is no longer easy. It is no longer easy, isn’t it. However, if we use Binomial Theorem, this expansion becomes an easy problem. Binomial Theorem is a very intriguing topic …

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Gaussian samples – Part (1)

Background Gaussian sampling — that is, generating samples from a Gaussian distribution — plays an important role in many cutting-edge fields of data science, such as Gaussian process, variational autoencoder, or generative adversarial network. As a result, you often see functions like tf.random.normal in their tutorials. But, deep down, how does computer know how to generate Gaussian samples? This series …

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