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Computer Science Lecture Notes and Tutorials PDF Download

December 9, 2020December 9, 2020

Computer science is the study of the theory, experimentation, and engineering that form the basis for the design and use of computers. It is the …

Logistic Regression Lecture Notes and Tutorials PDF Download

December 9, 2020December 10, 2020

In statistics, logistic regression, or logit regression, or logit model is a regression model where the dependent variable (DV) is categorical. This article covers the …

Named-Entity Recognition Lecture Notes and Tutorials PDF Download

December 9, 2020December 19, 2020

Named-entity recognition (NER) (also known as entity identification, entity chunking and entity extraction) is a subtask of information extraction that seeks to locate and classify …

Latent Semantic Analysis Lecture Notes and Tutorials PDF Download

December 9, 2020December 9, 2020

Latent semantic analysis (LSA) is a technique in natural language processing, in particular distributional semantics, of analyzing relationships between a set of documents and the …

Information Lecture Notes and Tutorials PDF Download

December 9, 2020December 19, 2020

Information (shortened as info) is that which informs. In other words, it is the answer to a question of some kind. It is also related …

Linguistics Lecture Notes and Tutorials PDF Download

December 9, 2020January 2, 2021

The science of language, including phonetics, phonology, morphology, syntax, semantics, pragmatics, and historical linguistics. (Random House Unabridged Dictionary, 2d ed)

Neural Networks Lecture Notes and Tutorials PDF Download

December 9, 2020December 9, 2020

Neural Networks is a monthly peer-reviewed scientific journal and an official journal of the International Neural Network Society, European Neural Network Society, and Japanese Neural …

Data Structure Lecture Notes and Tutorials PDF Download

December 9, 2020December 9, 2020

In computer science, a data structure is a particular way of organizing data in a computer so that it can be used efficiently. Data structures …

Machine Learning Lecture Notes and Tutorials PDF Download

December 9, 2020December 9, 2020

Machine learning is the subfield of computer science that "gives computers the ability to learn without being explicitly programmed" (Arthur Samuel, 1959). Evolved from the …

Named Entity Lecture Notes and Tutorials PDF Download

December 9, 2020December 9, 2020

In information extraction, a named entity is a real-world object, such as persons, locations, organizations, products, etc., that can be denoted with a proper name. …

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