NLP Training Courses

NLP Training

Natural Language Processing, Natural Language Processing courses

NLP Course Outlines

Code Name Duration Overview
python_nltk Natural Language Processing with Python 28 hours This course introduces linguists or programmers to NLP in Python. During this course we will mostly use (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
nlp 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

Course Discounts

Course Venue Course Date Course Price [Remote/Classroom]
Agile Project Management with Scrum Kraków, ul. Rzemieślnicza 1 Wed, 2016-11-02 09:00 3386PLN / 1929PLN
Understanding Windows Communication Foundation (WCF) Szczecin, ul. Małopolska 23 Wed, 2016-11-02 09:00 10266PLN / 3611PLN
Python Programming Szczecin, ul. Małopolska 23 Mon, 2016-11-07 09:00 N/A / 5434PLN
Agile Project Management with Scrum Poznan, Garbary 100/63 Mon, 2016-11-07 09:00 3386PLN / 1529PLN
Business Analysis, BABOK V3.0 and IIBA Certification Preparation Katowice ul. Opolska 22 Mon, 2016-11-07 09:00 9405PLN / 5753PLN
Adobe InDesign Lublin, ul. Spadochroniarzy 9 Mon, 2016-11-07 09:00 1881PLN / 1327PLN
Administration of Linux System Olsztyn, ul. Kajki 3/1 Tue, 2016-11-08 09:00 3861PLN / 2681PLN
SQL Fundamentals Warszawa, ul. Złota 3/11 Wed, 2016-11-09 09:00 3663PLN / 1510PLN
Adobe Illustrator Katowice ul. Opolska 22 Wed, 2016-11-09 09:00 2871PLN / 1848PLN
CP100A: Google Cloud Platform Fundamentals Gliwice ul. Karola Marksa 11 Thu, 2016-11-10 09:00 7613PLN / 2657PLN
Java Performance Wroclaw, ul.Ludwika Rydygiera 2a/22 Mon, 2016-11-14 09:00 9801PLN / 3000PLN
IT Automation with Saltstack Warszawa, ul. Złota 3/11 Mon, 2016-11-14 09:00 13910PLN / 4615PLN
Excel For Statistical Data Analysis Warszawa, ul. Złota 3/11 Mon, 2016-11-14 09:00 2673PLN / 1291PLN
Prototypowanie interaktywnych makiet - Axure Szczecin, ul. Małopolska 23 Mon, 2016-11-14 09:00 5445PLN / 2101PLN
Visual Basic for Applications (VBA) in Excel - Advanced Białystok, ul. Malmeda 1 Mon, 2016-11-14 09:00 3455PLN / 2202PLN
Social Media - facebook, twitter, blog, youtube, google+ Gdynia, ul. Ejsmonda 2 Mon, 2016-11-14 09:00 1881PLN / 1102PLN
Apache Web Server Administration Kraków, ul. Rzemieślnicza 1 Tue, 2016-11-15 09:00 4732PLN / 3177PLN
SQL in MySQL Gdynia, ul. Ejsmonda 2 Thu, 2016-11-17 09:00 2851PLN / 1413PLN
OCUP2 UML 2.5 Certification - Intermediate Exam Preparation Wroclaw, ul.Ludwika Rydygiera 2a/22 Thu, 2016-11-17 09:00 5148PLN / 2175PLN
Creating and managing Web sites Kraków, ul. Rzemieślnicza 1 Mon, 2016-11-21 09:00 5841PLN / 3298PLN
Stress management Gdynia, ul. Ejsmonda 2 Mon, 2016-11-21 09:00 5148PLN / 1730PLN
Angular JavaScript Katowice ul. Opolska 22 Mon, 2016-11-21 09:00 5940PLN / 3380PLN
Agile w projektach zdalnych Katowice ul. Opolska 22 Tue, 2016-11-22 09:00 5049PLN / 1962PLN
Effective working with spreadsheet in Excel Rzeszów, Plac Wolności 13 Thu, 2016-11-24 09:00 PLN / 767PLN
Oracle SQL for beginners Poznan, Garbary 100/63 Mon, 2016-11-28 09:00 4752PLN / 2133PLN
Visual Basic for Applications (VBA) for Analysts Kielce, ul. Warszawska 19 Tue, 2016-11-29 09:00 2772PLN / 1974PLN
Test Automation with Selenium Warszawa, ul. Złota 3/11 Mon, 2016-12-05 09:00 7722PLN / 3174PLN
Angular JavaScript Warszawa, ul. Złota 3/11 Tue, 2016-12-06 09:00 7500PLN / 3300PLN
Test Automation with Selenium Gdańsk, ul. Powstańców Warszawskich 45 Tue, 2016-12-06 09:00 7722PLN / 3624PLN
Programming in WPF 4.5 Kraków, ul. Rzemieślnicza 1 Tue, 2016-12-06 09:00 6435PLN / 2893PLN
Graphic techniques (Adobe Photoshop, Adobe Illustrator) Wroclaw, ul.Ludwika Rydygiera 2a/22 Tue, 2016-12-06 09:00 4851PLN / 2740PLN
Docker and Kubernetes Gdańsk, ul. Powstańców Warszawskich 45 Wed, 2016-12-07 09:00 N/A / 4989PLN

Upcoming Courses

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