Natural Language Processing (NLP) Training in Marina Bay

Natural Language Processing (NLP) Training in Marina Bay, Singapore

This course equips with the hands-on skills required to work with text and language data.

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Natural Language Processing (NLP) Training is a professional training program delivered by ProgNXT in Marina Bay, Singapore. ProgNXT, a globally recognized corporate training provider in 55+ countries, offers this Natural Language Processing (NLP) Training course with hands-on, instructor-led sessions. This training program on Natural Language Processing (NLP) equips participants with the foundational knowledge and hands-on skills required to work...

Expert Panel

Designed by the ProgNXT AI & Data Science Expert Panel, specializing in Generative AI, Machine Learning, and ChatGPT applications

ProgNXT AI & Data Science Expert Panel

Course Code: FDT49
14 Hrs
Last Updated: April 2026

Course Rating5/5

This training program on Natural Language Processing (NLP) equips participants with the foundational knowledge and hands-on skills required to work with text and language data. Participants will explore the key techniques, tools, and frameworks used in modern NLP to build applications such as chatbots, sentiment analysis models, and text summarization tools. The course combines theoretical learning with practical exercises for a well-rounded experience.

Welcome to the official Natural Language Processing (NLP) Training certification program in Marina Bay, Singapore. This comprehensive training is designed to elevate your professional skills and provide you with practical, industry-relevant knowledge locally. As a globally recognized corporate training provider operating in 55+ countries, ProgNXT ensures that our curriculum meets the highest standards of excellence.

Whether you are looking to upskill your team or advance your personal career, our expert-led sessions will guide you through the core concepts of this domain. Upon successful completion of the 14 Hrs program, participants will receive a globally accepted certification, demonstrating their proficiency and readiness to tackle complex challenges in the field.

Participants should have:

Basic programming skills in Python.
Familiarity with machine learning concepts and libraries like scikit-learn (preferred but not mandatory).
Interest in working with text data and natural language.

By the end of this training, participants will:

Understand the fundamental concepts of NLP and its applications.
Gain hands-on experience with NLP tools and libraries like NLTK, spaCy, and Hugging Face Transformers.
Learn techniques for text preprocessing, tokenization, and vectorization.
Build NLP applications such as text classification, sentiment analysis, and named entity recognition (NER).
Understand advanced NLP topics, including language models and transfer learning.

Participants will gain skills in:

Text preprocessing techniques: Tokenization, stemming, lemmatization, and stopword removal.
Building and training machine learning models for text data.
Utilizing modern NLP libraries and frameworks like spaCy, Hugging Face, and TextBlob.
Developing applications for tasks such as sentiment analysis, NER, and text generation.
Implementing language models like BERT for real-world applications.

Participants will be assessed on:

Understanding of NLP fundamentals and preprocessing methods.
Ability to implement text classification and sentiment analysis models.
Proficiency in using NLP libraries like NLTK, spaCy, and Hugging Face Transformers.
Application of pre-trained language models for transfer learning.
Development of a mini-project (e.g., building a chatbot or sentiment analyzer).

Participants who successfully complete the training and assessments will receive a ProgNXT Certificate of Completion, certifying their expertise in Natural Language Processing (NLP).

Fundamentals and Preprocessing

Session 1: Introduction to NLP
- What is NLP? Overview and real-world applications.
- NLP pipeline: Steps from preprocessing to deployment.
- Tools and libraries: Overview of popular NLP frameworks.
Session 2: Text Preprocessing Techniques
- Tokenization, stemming, lemmatization, and stopword removal.
- Vectorization techniques: Bag-of-Words, TF-IDF, and word embeddings.
Session 3: Machine Learning for NLP
- Building text classification models using scikit-learn.
- Introduction to feature extraction for text data.

Advanced NLP Techniques and Applications

Session 4: Modern NLP and Pre-Trained Models
- Introduction to word embeddings (Word2Vec, GloVe, and FastText).
- Overview of transformer-based models (BERT, GPT).
Session 5: NLP Applications
- Named entity recognition (NER) and part-of-speech tagging.
- Text summarization and text generation techniques.
Session 6: Deployment and Best Practices
- Fine-tuning pre-trained models for specific use cases.
- Tips for scaling NLP applications.
- Future trends in NLP and ethical considerations.
- Hands-on

This structured program ensures that participants gain practical, industry-relevant NLP skills, empowering them to develop cutting-edge language-processing applications.

Participants will receive:

Comprehensive training slides and theoretical reference materials.
Python notebooks with sample NLP code and exercises.
Access to datasets for hands-on practice.
Supplementary resources, including online tutorials, white papers, and case studies.

Participants will be evaluated through a hands-on project and a final quiz.
ProgNXT Certificates of completion will be awarded to participants who successfully complete the assessments.

Natural Language Processing (NLP) Training Events in marina-bay

Online Events

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More Upcoming Session Dates

October 2026

📍 Marina Bay, Singapore

22nd Oct 2026→23rd Oct 2026

November 2026

🌐 Online Instructor-Led

3rd Nov 2026→4th Nov 2026

📍 Marina Bay, Singapore

6th Nov 2026→7th Nov 2026

🌐 Online Instructor-Led

21st Nov 2026→22nd Nov 2026

📍 Marina Bay, Singapore

23rd Nov 2026→24th Nov 2026

December 2026

📍 Marina Bay, Singapore

3rd Dec 2026→4th Dec 2026

🌐 Online Instructor-Led

12th Dec 2026→13th Dec 2026

🌐 Online Instructor-Led

26th Dec 2026→27th Dec 2026

📍 Marina Bay, Singapore

28th Dec 2026→29th Dec 2026

Events for other courses in Marina Bay, Singapore

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Natural Language Processing (NLP) Training in Marina Bay