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Training Course: Natural Language Processing (NLP)


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IT235239

23 - 27 Dec 2024

Madrid (Spain)

Hotel : Pestana CR7 Gran Vía

Cost : 5775 € Euro

Introduction

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.

 

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.

 

Target Audience

  • 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.

 

Training Program Outline

 

Day 1: Introduction to NLP and Text Preprocessing

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

 

Day 2: NLP Basics and Text Classification

  • Understanding language models and grammar
  • Part-of-speech tagging and named entity recognition
  • Introduction to text classification and sentiment analysis
  • Practical exercise: Sentiment analysis using NLTK or spaCy

 

Day 3: Deep Learning for NLP

  • Introduction to deep learning
  • Basics of neural networks for NLP
  • Word embeddings: Word2Vec and GloVe
  • Hands-on project: Building a simple text classifier using deep learning

 

Day 4: Advanced NLP Techniques and Applications

  • Introduction to pre-trained models and Transformers
  • Sequence-to-sequence models and attention mechanisms
  • Exploring advanced NLP applications: text summarization, machine translation
  • Practical exercise: Text summarization using a pre-trained model

 

Day 5: Project Development and Deployment

  • Working on an NLP project: choose from sentiment analysis, chatbots, or named entity recognition
  • Collaborative project work with peer review
  • Model deployment options: API, web application, or container
  • Ethical considerations in NLP and closing remarks

IT manager

Training Course: Natural Language Processing (NLP)


Register Now
Quick Inquiry
Discount Group Download Brochure (4)

IT235239

23 - 27 Dec 2024

Madrid (Spain) - Pestana CR7 Gran Vía

Hotel : Pestana CR7 Gran Vía

Cost: 5775 € Euro


  About Madrid

Madrid is a city that combines its enduring history with its cosmopolitan atmosphere to create a destination that favored amongst tourists from around the world. This is a city that is very much bursting at the seams with life and its vibrant atmosphere, cultural attractions and connection with history ensure travelers have everything they could possibly want from a European city break. At the end of a flight to Madrid, there are sites to see, picturesque streets to roam and, of course, excellent shopping opportunities to explore. Visitors can immerse themselves in Madrid's fantastic local culture, its peerless art scene and world acclaimed fine dining. In fact, there is very little that Madrid doesn't have to offer.


  Things to do and places to visit in Madrid

The only problem travelers will encounter during their visit to Madrid is knowing what to do first. Sampling the mouth-watering tapas, strolling through one of the many excellent museums or even simply soaking up the atmosphere are all excellent options. Spend a sunny day wandering through the splendid squares or marvel at the intricate architecture of the churches.With so many options, flights to Madrid are great for people of any age or inclination.

When visiting Madrid, be sure to:

  • See the superb collection of art is the Museo del Prado.
  • Stroll down the Gran Via.
  • Enjoy the atmosphere of the Plaza Mayor.
  • Wander through the stunning gardens of the Parque del Buen Retiro.
  • See the beautiful mansion of the Museo Lazaro Galdiano.
  • Find quirky fashions in the Fuencarral market.
  • Try some of the many different tapas dishes.
  • Visit the statues of Don Quixote and Sancho Panza in the Plaza de Espana.
  • See the breathtaking Basilica de San Francisco El Grande.
  • Wander the Casa de Campo park, which is five times the size of Central Park.
  • Shop in the luxury boutiques of the Golden Mile.
  • Look for bargains at the El Rasto flea market.
  • See Picasso's Guernica in the Reina Sofia museum.
  • Snack on churros with chocolate.
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