NLP Training Courses

NLP Training

Natural Language Processing, Natural Language Processing courses

NLP Course Outlines

ID Name Duration Overview
118123 Natural Language Processing 21 hours This course has been designed for people interested in extracting meaning from written English text, though the knowledge can be applied to other human languages as well. The course will cover how to make use of text written by humans, such as  blog posts, tweets, etc... For example, an analyst can set up an algorithm which will reach a conclusion automatically based on extensive data source. Short Introduction to NLP methods word and sentence tokenization text classification sentiment analysis spelling correction information extraction parsing meaning extraction question answering Overview of NLP theory probability statistics machine learning n-gram language modeling naive bayes maxent classifiers sequence models (Hidden Markov Models) probabilistic dependency constituent parsing vector-space models of meaning
808728 Natural Language Processing with Python 28 hours This course introduces linguists or programmers to NLP in Python. During this course we will mostly use nltk.org (Natural Language Tool Kit), but also we will use other libraries relevant and useful for NLP. At the moment we can conduct this course in Python 2.x or Python 3.x. Examples are in English or Mandarin (普通话). Other languages can be also made available if agreed before booking.Overview of Python packages related to NLP   Introduction to NLP (examples in Python of course) Simple Text Manipulation Searching Text Counting Words Splitting Texts into Words Lexical dispersion Processing complext structures Representing text in Lists Indexing Lists Collocations Bigrams Frequency Distributions Conditionals with Words Comparing Words (startswith, endswith, islower, isalpha, etc...) Natural Language Understanding Word Sense Disambiguation Pronoun Resolution Machine translations (statistical, rule based, literal, etc...) Exercises NLP in Python in examples Accessing Text Corpora and Lexical Resources Common sources for corpora Conditional Frequency Distributions Counting Words by Genre Creating own corpus Pronouncing Dictionary Shoebox and Toolbox Lexicons Senses and Synonyms Hierarchies Lexical Relations: Meronyms, Holonyms Semantic Similarity Processing Raw Text Priting struncating extracting parts of string accessing individual charaters searching, replacing, spliting, joining, indexing, etc... using regular expressions detecting word patterns stemming tokenization normalization of text Word Segmentation (especially in Chinese) Categorizing and Tagging Words Tagged Corpora Tagged Tokens Part-of-Speech Tagset Python Dictionaries Words to Propertieis mapping Automatic Tagging Determining the Category of a Word (Morphological, Syntactic, Semantic) Text Classification (Machine Learning) Supervised Classification Sentence Segmentation Cross Validation Decision Trees Extracting Information from Text Chunking Chinking Tags vs Trees Analyzing Sentence Structure Context Free Grammar Parsers Building Feature Based Grammars Grammatical Features Processing Feature Structures Analyzing the Meaning of Sentences Semantics and Logic Propositional Logic First-Order Logic Discourse Semantics  Managing Linguistic Data  Data Formats (Lexicon vs Text) Metadata

Course Discounts

Course Venue Course Date Course Price [Remote/Classroom]
Programming in C# 5.0 with Visual Studio 2012 Poznan, Garbary Mon, 2016-05-30 09:00 2685PLN / 1822PLN
Introduction to Machine Learning Wrocław, ul.Ludwika Rydygiera 2a/22 Mon, 2016-05-30 09:00 2730PLN / 1940PLN
Adobe Captivate Kielce Tue, 2016-05-31 09:00 1318PLN / 1127PLN
Excel and VBA Programming for Audit and Finance Professionals Szczecin Tue, 2016-05-31 09:00 1913PLN / 1513PLN
Programming in WPF 4.5 Warszawa, ul. Złota 3/11 Tue, 2016-05-31 09:00 2359PLN / 1355PLN
SQL Fundamentals Warszawa, ul. Złota 3/11 Wed, 2016-06-01 09:00 1358PLN / 853PLN
MS Excel - poziom średniozaawansowany Łódź, ul. Tatrzańska 11 Wed, 2016-06-01 09:00 1044PLN / 840PLN
SQL language in MSSQL Toruń, ul. Żeglarska 10/14 Wed, 2016-06-01 09:00 1568PLN / 1198PLN
Bezpieczeństwo aplikacji internetowych Katowice Wed, 2016-06-01 09:30 3606PLN / 2531PLN
Test Automation with Selenium Kraków Mon, 2016-06-06 09:00 3200PLN / 2433PLN
Test Automation with Selenium Katowice Tue, 2016-06-07 09:30 3431PLN / 2469PLN
MS Excel - poziom średniozaawansowany Katowice Wed, 2016-06-08 09:00 700PLN / 771PLN
Programming in C++ Olsztyn, ul. Kajki 3/1 Mon, 2016-06-13 09:00 2936PLN / 2395PLN
Container management with Docker Trójmiasto Tue, 2016-06-14 09:00 4360PLN / 2774PLN
Excel Advanced Katowice Mon, 2016-06-20 09:00 775PLN / 933PLN
Test Automation with Selenium Warszawa, ul. Złota 3/11 Mon, 2016-06-20 09:00 3431PLN / 2327PLN
PostgreSQL Administration Lublin Mon, 2016-06-20 09:30 4025PLN / 3134PLN
Introduction to R Warszawa, ul. Złota 3/11 Tue, 2016-06-21 09:00 3058PLN / 2123PLN
Creating and managing Web sites Wrocław, ul.Ludwika Rydygiera 2a/22 Mon, 2016-06-27 09:00 3410PLN / 2555PLN
Programming in C Gdynia Mon, 2016-06-27 09:00 1590PLN / 1143PLN
Distributed Messaging with Apache Kafka Katowice Mon, 2016-06-27 09:30 4998PLN / 3288PLN
Design Patterns in C# Wrocław, ul.Ludwika Rydygiera 2a/22 Wed, 2016-06-29 09:00 1865PLN / 1392PLN
Visual Basic for Applications (VBA) for Analysts Poznan, Garbary Mon, 2016-07-04 09:00 1912PLN / 1278PLN
Debian Administration Poznan, Garbary Mon, 2016-07-04 09:00 3157PLN / 2083PLN
A Practical Guide to Successful Pricing Strategies Poznan, Garbary Wed, 2016-07-06 09:00 1427PLN / 1093PLN
Excel and VBA Programming for Audit and Finance Professionals Warszawa, ul. Złota 3/11 Mon, 2016-07-11 09:00 1913PLN / 1441PLN
Machine Learning Fundamentals with R Warszawa, ul. Złota 3/11 Mon, 2016-07-18 09:00 2523PLN / 1828PLN
Building Web Apps using the MEAN stack Szczecin Mon, 2016-07-18 09:00 5538PLN / 3351PLN
Microsoft Access - download the data Poznan, Garbary Wed, 2016-07-20 09:00 1117PLN / 856PLN
Python Programming Warszawa, ul. Złota 3/11 Mon, 2016-08-01 09:00 5790PLN / 3753PLN
Programming in WPF 4.5 Warszawa, ul. Złota 3/11 Mon, 2016-09-05 09:00 2359PLN / 1355PLN
BPMN 2.0 for Business Analysts Wrocław, ul.Ludwika Rydygiera 2a/22 Tue, 2016-09-27 09:00 3110PLN / 2337PLN

Upcoming Courses

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