# CSC 464 — Deep Learning and Natural Language Processing (LAU)

> CSC 464 Deep Learning and Natural Language Processing at Lebanese American University. no student contributions yet.

Source: https://studiety.com/lau/course/5947
Retrieved: 2026-09-16

## Facts

- Course code: CSC 464
- Title: Deep Learning and Natural Language Processing
- University: Lebanese American University (LAU)
- Subject: Computer Science
- Department: Computer Science & Mathematics
- Credits: 3
- Counts toward General Education: Artific. Intel.& Data Science

## Catalogue description

Understanding complex language has wide applications in web search, advertisement, customer service, automatic translation, chat bot engineering, etc. Many different machine learning techniques are at the heart of natural language processing (NLP) applications. Recently, Deep Learning(DL) approaches have obtained very high performance across many different NLP tasks. This course covers such approaches. Students will build their own neural network model and apply it to a large scale NLP problem. From the model side, the following topics will be covered: word vector representations, window-based neural networks, recurrent neural networks, long-short-term-memory models, recursive neural networks, convolutional neural networks. From the NLP side, the course covers the following topics: syntax parsing, vector space modeling, dimensionality reduction, speech tagging, text classification, and sentiment analysis. Prerequisite: CSC245

## Quick answers

### What is CSC 464 at LAU?

CSC 464 Deep Learning and Natural Language Processing is a 3-credit course at Lebanese American University (LAU), in the Computer Science & Mathematics department. Understanding complex language has wide applications in web search, advertisement, customer service, automatic translation, chat bot engineering, etc. Many different machine learning techniques are at the heart of natural language processing (NLP) applications.

### How many credits is CSC 464?

CSC 464 Deep Learning and Natural Language Processing is worth 3 credits at LAU.

### What are the prerequisites for CSC 464?

CSC 464 lists 1 prerequisite: CSC 245 Objects & Data Abstraction.

## Prerequisites

- [CSC 245 — Objects & Data Abstraction](https://studiety.com/lau/course/5917)

## See also

- [All Computer Science courses at LAU](https://studiety.com/lau/subject/computer-science.md)
- [Every LAU subject](https://studiety.com/lau/subjects.md)

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