Text data analysis at HSE University Overview
Text data analysis
at HSE University
Learn basic knowledge of the Python programming language and the ability to perform calculations on GPUs
Duration | 12 weeks |
Mode of learning | Online |
Schedule type | Self paced |
Course Level | UG Certificate |
Text data analysis
Table of content
- Overview
- Course Details
- Curriculum
Text data analysis at HSE University Course details
Text data analysis
at HSE University
Skills you will learn
Who should do this course?
- For students who have basic knowledge of data analysis and machine learning
More about this course
- The online course "Text Data Analysis" is dedicated to text processing using machine learning methods
- During the course, students of the course will learn about various tasks related to text analysis, master the methods of preprocessing text data, and learn the main approaches to solving problems based on classical machine learning and deep neural networks
- During the course, students of the course will learn about various tasks related to text analysis
- The goal of the course is to study approaches to solving the main problems of automatic text processing based on classical machine learning and deep neural networks
- During the course, students will master the methods of preprocessing text data and learn how to put into practice the main methods of classifying and clustering texts, methods of searching and / or generating an answer to a question, and basic methods of machine translation
Text data analysis at HSE University Curriculum
Text data analysis
at HSE University
Introduction to text analysis, basic methods of preprocessing and feature extraction
Shallow vector representations of words
Text classification
Sequence markup
Machine translate
Pre-trained language models. Sesame street 1.
Pre-trained language models. Sesame Street 2
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Text data analysis at HSE University Contact Information
Text data analysis
at HSE University
Address
Myasnitskaya Ulitsa, 20, Moscow, Russia, 101000
Moscow
Phone
Email
hse@hse.ru
(For general query)
inter@hse.ru
(For admission query)
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