Introduction to the Program

The application of NLP and NLU as business solutions are the fruit of the digital transformation brought about by the Fourth Industrial Revolution" 

##IMAGE## Natural Language Processing (NLP) is a very topical subject that is playing an increasingly important role in companies every day. NLP is used for various functions such as mail filters, wizards, search results e.g. in Google, machine translations, sentiment analysis, automatic subtitling, etc. 

This Postgraduate certificate program develops specialized knowledge about NLP and NLU. Therefore, the graduate will analyze the operation of Word Embeddings and the word2vec library. With Word Embeddings we will study the different techniques in which words or phrases are related to each other, which can be represented in mathematical vectors and constitute industrial solutions. At the same time, this degree develops in depth the Transformer Architecture, which has allowed in recent years to advance the NLP field.  

Additionally, the student has the best study methodology 100% online, which eliminates the need to attend classes in person or have to comply with a predetermined schedule. Thus, in just 6 weeks you will deepen your understanding of the scope of NLP and NLU, understanding the competitive advantages they bring, so you will be positioned at the technological forefront and will be able to lead ambitious projects in the present and in the future. 

This 100% online Postgraduate certificate program will allow you to combine your studies with your professional work. You choose where and when to train"

This Postgraduate certificate in NLP / NLU contains the most complete and up-to-date program on the market. The most important features include:  

  • The development of case studies presented by NLP/NLU experts
  • The graphic, schematic, and practical contents with which they are created, provide practical information on the disciplines that are essential for professional practice 
  • Practical exercises where the self-assessment process can be carried out to improve learning 
  • Its special emphasis on innovative methodologies  
  • Theoretical lessons, questions to the expert, debate forums on controversial topics, and individual reflection assignments 
  • Content that is accessible from any fixed or portable device with an Internet connection

This branch of Artificial Intelligence can help you better understand your customers and make better decisions. Don't miss the opportunity” 

The program’s teaching staff includes professionals from the sector who contribute their work experience to this educational program, as well as renowned specialists from leading societies and prestigious universities.

Its multimedia content, developed with the latest educational technology, will provide the professional with situated and contextual learning, i.e., a simulated environment that will provide an immersive education programmed to learn in real situations.  

The design of this program focuses on Problem-Based Learning, by means of which the professional must try to solve the different professional practice situations that are presented throughout the academic course. This will be done with the help of an innovative system of interactive videos made by renowned experts. 

TECH will lead you to develop efficient and self-taught NLP applications"

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NPL will become your indispensable tool when it comes to obtaining information and using it to your advantage"

Syllabus

The Postgraduate certificate in NLP / NLU has been developed for professionals in the computer industry who, with proven experience, wish to be trained in the set of disruptive technologies that will be used in the global digitization process. For this purpose, specialized knowledge on the different options offered by NLP and NLU technology is gathered in one module from a practical and innovative business perspective, thus giving an eminently practical approach to the contents. 

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You are facing a multidisciplinary program that will allow you to excel in your profession, following the latest advances in digital transformation and industry 4.0" 

Module 1. R&D and AI NLP/NLU. Embeddings and Transformers 

1.1. Natural Language Processing (NLP) 

1.1.1. Natural Language Processing. Uses of NLP 
1.1.2. Nautral Language Processing (NLP). Libraries 
1.1.3. Stoppers in NLP Application 

1.2. Natural Language Understanding/Natural Language Generation. (NLU/NLG) 

1.2.1. NLG. I.A. NLP/NLU. Embeddings and Transformers 
1.2.2. NLU/NLG. Uses 
1.2.3. NLP/NLG. Differences 

1.3. Word Embeddings 

1.3.1. Word Embeddings 
1.3.2. Word Embeddings Uses 
1.3.3. Word2vec. Libraries 

1.4. Embeddings. Practical Application 

1.4.1. Word2vec Code 
1.4.2. Word2vec. Real Cases 
1.4.3. Corpus for Word2vec Use. Examples

1.5. Transformers 

1.5.1. Transformers 
1.5.2. Models Created with Transformers 
1.5.3. Pros and Cons of Transformers 

1.6. Sentiment Analysis 

1.6.1. Sentiment Analysis 
1.6.2. Practical Application of Sentiment Analysis 
1.6.3. Uses of Sentiment Analysis 

1.7. GPT Open AI 

1.7.1. GPT Open AI 
1.7.2. GPT 2. Free Disposal Model 
1.7.3. GPT 3. Payment Model 

1.8. Hugging Face Community 

1.8.1. Hugging Face Community 
1.8.2. Hugging Face Community Possibilities 
1.8.3. Hugging Face Community Examples: 

1.9. Barcelona Super Computing Case 

1.9.1. BSC Case 
1.9.2. MARIA Model 
1.9.3. Existing Corpus 
1.9.4. Importance of Having a Large Spanish Language Corpus 

1.10. Practical Applications 

1.10.1. Automatic Summary 
1.10.2. Text Translation 
1.10.3. Sentiment Analysis 
1.10.4. Speech Recognition 

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If you are looking to achieve professional excellence, you have before you the right Postgraduate certificate"  

Postgraduate Certificate in NLP / NLU

Dive into the fascinating world of Natural Language Processing (NLP) and Natural Language Understanding (NLU) with TECH Global University of Technology's NLP/NLU Postgraduate Certificate. In the digital age in which we live, the ability to understand and process human language automatically is essential. NLP/NLU is a constantly evolving discipline that combines artificial intelligence, linguistics and computer science techniques to enable machines to understand, analyze and generate human language efficiently and accurately.

Develop your skills and advance your career path/h2>.

Our course is taught in online mode, which gives you the flexibility to study from anywhere and at any time. You will be able to access course content, interact with expert instructors and collaborate with other students through TECH Global University's virtual platform. Take advantage of this modality to adapt your learning to your own pace and reconcile your personal and professional responsibilities. You will learn about language models, information extraction, semantic analysis, language generation and other key areas of NLP/NLU. You will be supported by specialized instructors who will share their experience and knowledge to help you develop solid skills in the field. Upon completion of the Postgraduate Certificate in Natural Language Processing / Natural Language Understanding at TECH Global University, you will be prepared to face challenges in the processing and understanding of natural language in diverse contexts. You will be able to explore job opportunities in technology companies, research, consulting and development of artificial intelligence applications. Don't miss the opportunity to become an NLP/NLU expert and make a difference in the natural language revolution. Enroll in the Postgraduate Certificate in Natural Language Processing / Natural Language Understanding at TECH Global University and take your skills to the next level in the era of artificial intelligence and human communication.