Công ty chúng tôi hiện đang tuyển dụng vị trí nhà Khoa Học Dữ Liệu tại Việt Nam. Nhiều dự án hấp dẫn và thách thức đang đợi các bạn, công ty MTI Technology sẽ giúp bạn trên con đuờng phát triển sự nghiệp nhà Khoa Học Dữ Liệu. Liên Hệ Hãy liên lạc với …
[Tuyển dụng] Tiến Sĩ Khoa Học Dữ Liệu tại Việt Nam – Data Scientist Read More »
Handling Missing Data – Abstract The article discusses various types of missing data and how to handle them. We demonstrate how the prediction results are affected by the quality of missing data as well as the method of handle missing data through some experiments. Introduction – Handling Missing Data For any real data set, missing data …
In this blog, we would like to introduce basic concepts in causal inference and the potential outcome framework. 1.Causality terminology Unit: The fundamental notion is that causality is tied to action (or manipulation, treatment, or intervention), applied to a unit. A unit here can be a physical object, a firm, a person, at a particular …
Causal inference and potential outcome framework Read More »
As word embeddings become more and more ubiquitous in language applications, a key issue has likewise emerged. The ability of embeddings to learn complex, underlying relationships between words is also their greatest caveat: How do we know when we have trained a good embedding? It’s important to differentiate between a good embedding in a more general sense and …
Word Embeddings – blessing or curse in disguise? Read More »
