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 complex 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]
Administracja serwerem Apache Tomcat Kraków, ul. Rzemieślnicza 1 Mon, 2016-10-03 09:00 2344PLN / 1736PLN
Programming in Scala Poznan, Garbary 100/63 Tue, 2016-10-04 09:00 3479PLN / 2114PLN
Web Application Development in PHP Szczecin, ul. Małopolska 23 Tue, 2016-10-04 09:00 2688PLN / 2081PLN
Visual Basic for Applications (VBA) in Excel - Introduction to programming Warszawa, ul. Złota 3/11 Tue, 2016-10-04 09:00 1941PLN / 1504PLN
Introduction to Linux Poznan, Garbary 100/63 Tue, 2016-10-04 09:00 1640PLN / 1100PLN
Docker for Developers and System Administrators Gdańsk, ul. Powstańców Warszawskich 45 Wed, 2016-10-05 09:00 2507PLN / 1963PLN
Adobe InDesign Lublin, ul. Spadochroniarzy 9 Wed, 2016-10-05 09:00 1220PLN / 1144PLN
ITIL® Foundation Certificate in IT Service Management Warszawa, ul. Złota 3/11 Mon, 2016-10-10 09:00 2639PLN / 2076PLN
Visual Basic for Applications (VBA) in Excel - Advanced Wroclaw, ul.Ludwika Rydygiera 2a/22 Mon, 2016-10-10 09:00 1689PLN / 1296PLN
Market Forecasting Poznan, Garbary 100/63 Thu, 2016-10-13 09:00 2936PLN / 2112PLN
ITIL® Foundation Certificate in IT Service Management Łódź, ul. Tatrzańska 11 Mon, 2016-10-17 09:00 2639PLN / 2160PLN
Excel and VBA Programming for Audit and Finance Professionals Katowice ul. Opolska 22 Mon, 2016-10-17 09:00 1941PLN / 1682PLN
Effective working with spreadsheet in Excel Rzeszów, Plac Wolności 13 Tue, 2016-10-18 09:00 598PLN / 737PLN
Market Forecasting Warszawa, ul. Złota 3/11 Wed, 2016-10-19 09:00 2936PLN / 2112PLN
ITIL® Foundation Certificate in IT Service Management Szczecin, ul. Małopolska 23 Wed, 2016-10-19 09:00 2639PLN / 2134PLN
Podstawy inżynierii wymagań i analizy Gliwice ul. Karola Marksa 11 Thu, 2016-10-20 09:00 2735PLN / 1967PLN
ITIL® Foundation Certificate in IT Service Management Zielona Góra, ul. Reja 6 Mon, 2016-10-24 09:00 2639PLN / 2118PLN
Apache Tomcat and Java EE Administration Warszawa, ul. Złota 3/11 Mon, 2016-10-24 09:00 2344PLN / 1555PLN
A Practical Guide to Successful Pricing Strategies Poznan, Garbary 100/63 Wed, 2016-10-26 09:00 1427PLN / 1093PLN
Creating and delivering presentations in Power Point (social skills workshop) Poznan, Garbary 100/63 Thu, 2016-10-27 09:00 1572PLN / 1121PLN
Agile Project Management with Scrum Kraków, ul. Rzemieślnicza 1 Wed, 2016-11-02 09:00 1746PLN / 1449PLN
Agile Project Management with Scrum Poznan, Garbary 100/63 Mon, 2016-11-07 09:00 1746PLN / 1315PLN
Administration of Linux System Olsztyn, ul. Kajki 3/1 Tue, 2016-11-08 09:00 1940PLN / 1509PLN
SQL Fundamentals Warszawa, ul. Złota 3/11 Wed, 2016-11-09 09:00 1358PLN / 853PLN
Excel For Statistical Data Analysis Warszawa, ul. Złota 3/11 Mon, 2016-11-14 09:00 1343PLN / 1031PLN
Visual Basic for Applications (VBA) in Excel - Advanced Białystok, ul. Malmeda 1 Mon, 2016-11-14 09:00 1689PLN / 1413PLN
Python Programming Szczecin, ul. Małopolska 23 Tue, 2016-11-15 09:00 5790PLN / 3824PLN
Creating and managing Web sites Kraków, ul. Rzemieślnicza 1 Mon, 2016-11-21 09:00 3410PLN / 2836PLN
Graphic techniques (Adobe Photoshop, Adobe Illustrator) Wroclaw, ul.Ludwika Rydygiera 2a/22 Tue, 2016-12-06 09:00 1963PLN / 1470PLN

Upcoming Courses

CourseCourse DateCourse Price [Remote/Classroom]
Natural Language Processing - OpoleMon, 2016-10-17 09:002625PLN / 1833PLN
Natural Language Processing - Poznan - GarbaryMon, 2016-10-24 09:002625PLN / 1608PLN
Natural Language Processing - SzczecinWed, 2016-10-26 09:002625PLN / 1667PLN
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