Month: September 2020

Hiring- Data Scientist (Algorithm Theory)

  Job Title Data Scientist (Algorithm Theory) Location Ho Chi Minh Contact recruitment  @ Employment Fulltime Level Middle/Senior Report to Line Manager If you want to join in exciting and challenging projects, MTI Tech could be the next destination for your career.  MTI Technology specializes in creating smart mobile contents and services that transform …

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N-gram language models – Part 1

Background Language modeling — that is, predicting the probability of a word in a sentence — is a fundamental task in natural language processing. It is used in many NLP applications such as autocomplete, spelling correction, or text generation.   Currently, language models based on neural networks, especially transformers, are the state of the art: they predict very accurately a …

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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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