University certificate
The world's largest faculty of engineering”
Description
Get up-to-date on the use of an encoder-decoder network for machine translation and stand out as a high-level engineer”Â
Natural Language Processing (NLP) has gained increasing importance in many fields thanks to its ability to improve efficiency and decision making through process automation. From sentiment analysis in social networks to automatic language translation, NLP has proven to be an indispensable tool today.Â
Therefore, this unique program has been specifically designed to meet today's market needs, providing engineers with comprehensive instruction in natural language processing and the use of recurrent neural networks (RNN) as a tool for NLP modeling.Â
In order to improve student learning, TECH has created a complete program based on its exclusive Relearning methodology, which consists of the progressive and natural repetition of the fundamental concepts so that the graduate integrates them effectively. In this way, the student will acquire the necessary skills while adjusting the pace of study to their daily life.Â
In addition, the 100% online format of the program allows students to adapt their study pace to their needs and access the theoretical and practical contents from anywhere and at any time. With a practical approach and innovative methodology, this course offers students a unique opportunity to acquire skills that are highly valued in the market and contribute to the digital transformation of many companies around the world.Â
Give your career a significant boost by including this postgraduate certificate on your Resume”
This postgraduate certificate in NLP Natural Language Processing with RNN contains the most complete and up-to-date program on the market. The most important features include:Â
- The development of case studies presented by experts in Deep Learning
- 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 work
- Content that is accessible from any fixed or portable device with an Internet connection
Delve deeper into the Hugging Face Transformers library with this 150-hour postgraduate certificate”Â
The program’s teaching staff includes professionals from sector who contribute their work experience to this educational program, as well as renowned specialists from leading societies and prestigious universities.Â
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.Â
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.Â
Access a content-rich syllabus, where you will find a multitude of real examples and practical analyses that contextualize the topics covered"
Get up to date on the advantages of attention mechanisms in neural networks with this complete TECH program"
Objectives
This program has been developed with the objective of providing the graduate with access to the most cutting-edge theoretical, practical and additional contents in Natural Language Processing NLP with RNN and its multiple applications, in just 6 weeks. Due to the high level of demand of the syllabus, any professional will be able to achieve their most ambitious goals through this program that adapts to their needs and is presented in a 100% accessible and convenient online format.Â
Specialize in sentiment analysis with deep learning algorithms and boost your professional success”Â
General Objectives
- Lay the foundation for the key concepts of mathematical functions and their derivatives
- Apply these principles to deep learning algorithms to learn automatically
- Examine the key concepts of Supervised Learning and how they apply to neural network models
- Analyze the training, evaluation, and analysis of neural network models
- Lay the foundation for the key concepts and main applications of deep learning
- Implement and optimizes neural networks with Keras
- Develop expertise in the training of deep neural networks
- Analyze the optimization and regularization mechanisms necessary for deep network training
Specific Objectives
- Generate text using recurrent neural networks
- Train an encoder-decoder network to perform neural machine translation
- Develop a practical application of Natural Language Processing with RNN and Attention
You will be able to achieve even your most ambitious career goals thanks to a university program that will take you to the forefront of Deep Learning in Engineering”Â
Postgraduate Certificate in NLP Natural Language Processing with RNN
Natural Language Processing (NLP) is a field of great interest nowadays due to the increasing use of artificial intelligence in various fields. At TECH Global University we have developed the Postgraduate Certificate in NLP Natural Language Processing with RNN, which seeks to train students in the techniques and tools necessary for the analysis and processing of linguistic data. This course focuses on the use of recurrent neural networks (RNN) as one of the most effective techniques in natural language analysis, allowing the processing of information in sequences, such as natural language. In addition, the use of programming languages specialized in text analysis, such as Python and its NLP libraries, will be addressed.
In our Postgraduate Certificate in NLP Natural Language Processing with RNN, students will learn how to analyze and process linguistic data for application in various fields, such as machine translation, text classification and text generation. They will also delve into the use of RNN for the analysis of sentiment and emotions in texts, and its application in the detection of hate speech in social networks. Students will also acquire skills in the use of specialized tools and software for natural language processing, which will allow them to apply their knowledge in real projects. With our Postgraduate Certificate in NLP Natural Language Processing with RNN, students will be at the forefront of one of today's most in-demand and constantly growing fields.