Natural Language Processing (NLP)

Course CodeIT00118

Available Dates & Locations

This course is available in multiple locations and online. Choose the most suitable date and delivery method.

Istanbul

Dates

Istanbul

Venue / Hotel

DoubleTree by Hilton Istanbul Esentepe

19 Mayıs Mahallesi, 19 Mayis Street No 2 Sisli, 34360 Istanbul/İstanbul

Hotel Website
Duration
1 Week
Price
€5,775
Cairo

Dates

Cairo

Venue / Hotel

22 El Messaha Sq.، Ad Doqi, Giza, Giza Governorate, Egypt

Duration
1 Week
Price
€3,750
Kuala Lumpur

Dates

Kuala Lumpur

Venue / Hotel

-

Duration
1 Week
Price
€5,775

Course Overview

Natural Language Processing (NLP) training program designed by Global Horizon is a dynamic and exciting field at the intersection of linguistics, artificial intelligence, and machine learning. It focuses on the interaction between computers and human language, enabling machines to understand, interpret, and generate human language. NLP has numerous real-world applications, from chatbots and virtual assistants to sentiment analysis, translation, and more. This 5-day NLP training program provides a concise yet comprehensive introduction to the fundamental concepts and practical skills required to kickstart your journey in the world of NLP.

Course Objectives

By the end of the NLP training program, participants will:

  • Understand the Basics: Gain a solid understanding of NLP, its history, and the key challenges it addresses.
  • Preprocess Text Data: Learn to clean, tokenize, and preprocess textual data effectively.
  • Master NLP Fundamentals: Grasp the fundamental NLP concepts such as part-of-speech tagging, named entity recognition, and sentiment analysis.
  • Explore Deep Learning: Get an introduction to deep learning techniques and their application in NLP.
  • Leverage Pre-trained Models: Discover the power of pre-trained models and the Transformer architecture in NLP.
  • Apply NLP to Real-world Problems: Work on hands-on projects, including sentiment analysis and text summarization.
  • Collaborate and Present: Collaborate with peers to develop an NLP project and present findings.
  • Understand Model Deployment: Learn how to deploy NLP models and consider ethical implications.

Who Should Attend

  • Aspiring data scientists looking to expand their skill set into NLP.
  • Software developers interested in incorporating NLP into their applications.
  • Linguists and language enthusiasts curious about the intersection of language and technology.
  • Students and professionals in fields related to data science, AI, or computer science who want to understand NLP's capabilities.
  • Anyone seeking a foundational understanding of NLP and its practical applications.

Course Outline

  • Overview of NLP and its applications
  • Basic text preprocessing: cleaning, tokenization, stemming/lemmatization
  • Hands-on exercise: Text preprocessing with Python