Natural Language Processing and Text Analytics Course

Master NLP and text analytics, from corpus design and transformers to information extraction, semantic search and responsible deployment.

Artificial Intelligence and Machine Learning Courses Confirmed

Training Locations

This Natural Language Processing and Text Analytics Course is available in multiple cities. Please select your preferred location from the list below

Durrës

Albania

Tirana

Albania

Andorra la Vella

Andorra

Escaldes-Engordany

Andorra

Innsbruck

Austria

Salzburg

Austria

Vienna

Austria

Gomel

Belarus

Minsk

Belarus

Antwerp

Belgium

Brussels

Belgium

Banja Luka

Bosnia and Herzegovina

Sarajevo

Bosnia and Herzegovina

Plovdiv

Bulgaria

Sofia

Bulgaria

Dubrovnik

Croatia

Split

Croatia

Zagreb

Croatia

Limassol

Cyprus

Nicosia

Cyprus

Brno

Czech Republic

Prague

Czech Republic

Aarhus

Denmark

Copenhagen

Denmark

Tallinn

Estonia

Tartu

Estonia

Helsinki

Finland

Tampere

Finland

Lyon

France

Marseille

France

Nice

France

Paris

France

Berlin

Germany

Frankfurt

Germany

Hamburg

Germany

Munich

Germany

Athens

Greece

Thessaloniki

Greece

Budapest

Hungary

Debrecen

Hungary

Akureyri

Iceland

Reykjavík

Iceland

Cork

Ireland

Dublin

Ireland

Florence

Italy

Milan

Italy

Naples

Italy

Rome

Italy

Pristina

Kosovo

Prizren

Kosovo

Liepāja

Latvia

Riga

Latvia

Schaan

Liechtenstein

Vaduz

Liechtenstein

Kaunas

Lithuania

Vilnius

Lithuania

Esch-sur-Alzette

Luxembourg

Luxembourg City

Luxembourg

St. Julian's

Malta

Valletta

Malta

Bălți

Moldova

Chișinău

Moldova

La Condamine

Monaco

Monte Carlo

Monaco

Budva

Montenegro

Podgorica

Montenegro

Amsterdam

Netherlands

Rotterdam

Netherlands

The Hague

Netherlands

Ohrid

North Macedonia

Skopje

North Macedonia

Bergen

Norway

Oslo

Norway

Gdańsk

Poland

Kraków

Poland

Warsaw

Poland

Faro

Portugal

Lisbon

Portugal

Porto

Portugal

Bucharest

Romania

Cluj-Napoca

Romania

City of San Marino

San Marino

Serravalle

San Marino

Belgrade

Serbia

Novi Sad

Serbia

Singapore

Bratislava

Slovakia

Košice

Slovakia

Bled

Slovenia

Ljubljana

Slovenia

Barcelona

Spain

Madrid

Spain

Valencia

Spain

Gothenburg

Sweden

Stockholm

Sweden

Bern

Switzerland

Geneva

Switzerland

Zurich

Switzerland

Kyiv

Ukraine

Lviv

Ukraine

Odesa

Ukraine

Dubai

United Arab Emirates

Birmingham

United Kingdom

Edinburgh

United Kingdom

London

United Kingdom

Manchester

United Kingdom

Rome (Vatican-adjacent)

Vatican City

Training Outlines

Introduction

Customer communications, contracts, reports, policies and social content contain valuable evidence that cannot be extracted reliably through simple keyword searches. Natural language processing combines linguistic methods and machine learning to classify text, identify entities, discover themes, retrieve relevant information and support language-based decisions.

This five-day course develops practical competence across the complete NLP and text-analytics workflow. Participants will design representative corpora, build classical and transformer-based models, apply information extraction and semantic retrieval, and evaluate performance across realistic language variation. The course emphasises useful organisational applications, reliable evidence and responsible deployment.

Objectives

By the end of this course, participants will be able to:

Translate business requirements into defined NLP tasks.
Design representative and well-annotated text corpora.
Apply appropriate linguistic preprocessing methods.
Compare sparse, embedded and contextual representations.
Build classification, extraction and retrieval solutions.
Adapt pretrained transformer models.
Evaluate language systems and diagnose errors.
Design responsible production NLP workflows.

Course Content

Day 1: Language Data and Corpus Design

NLP tasks and organisational applications
Language ambiguity and domain variation
Corpus sampling and representativeness
Annotation guidelines and label quality
Privacy and sensitive-text handling
Corpus-design workshop

Day 2: Text Processing and Classical NLP

Tokenisation and language normalisation
Stemming, lemmatisation and syntax
N-grams and TF–IDF representation
Text similarity and clustering
Classical text-classification methods
Interpretable classification laboratory

Day 3: Embeddings and Transformer Models

Word and document embeddings
Sequence models and attention
Transformer encoder and decoder patterns
Subword tokenisation and context
Pretrained model adaptation
Transformer fine-tuning laboratory

Day 4: Applied Text Analytics

Named-entity and relation extraction
Sentiment, intent and stance analysis
Topic discovery and evaluation
Semantic and hybrid retrieval
Ranking and extraction metrics
Document-intelligence laboratory

Day 5: Generative NLP and Deployment

Summarisation and question answering
Retrieval-augmented language systems
Factuality and relevance evaluation
Hallucination and prompt-injection controls
Language drift and quality monitoring
Capstone NLP solution design

Training Schedule

Below is the table of cities along with the respective dates for the upcoming training sessions of Natural Language Processing and Text Analytics Course. Please review the schedule to find the most convenient option for you. You can also use the below search bar to type the city name and filter the results.