University certificate
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Description
Improve your Natural Language Processing skills with RNN, thanks to TECH Global University"Â
In the field of artificial intelligence, natural language processing with RNN is used to build chatbots, content recommendation systems and virtual assistants that can understand and respond to user requests in natural language. In addition, training in natural language processing with recurrent neural networks is essential for developing skills in a field of growing demand.Â
For this reason, TECH has designed a postgraduate certificate in Natural Language Processing NLP with RNN in order to provide students with the necessary skills and competencies to be able to work as specialists with the highest possible efficiency and quality. Therefore, throughout this program, topics such as Text Generation Using RNN, Data Cleaning and Transformation or Care Mechanisms are discussed in depth.Â
All this, through a convenient 100% online modality that allows students to organize their schedules and studies, combining them with their other day-to-day work. In addition, this degree has the most complete theoretical and practical materials on the market, which facilitates the student's study process and allows them to achieve their objectives in an agile and precise manner.Â
Become an expert in the Application of Mechanisms of Care in newborns in only 6 weeks and with total freedom of organization"Â
This postgraduate certificate in Natural Language Processing NLP 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 Natural Language Processing NLP with RNNÂ
- The graphic, schematic and eminently practical contents of the book provide sporting and practical information on those disciplines that are essential for professional practiceÂ
- Practical exercises where self-assessment can be used to improve learningÂ
- Its special emphasis on innovative methodologies Â
- Theoretical lessons, questions to the expert, debate forums on controversial topics, and individual reflection assignmentsÂ
- The availability of access to content from any fixed or portable device with an Internet connectionÂ
Access all Deep Learning content from your tablet, mobile or computer at any time of the day"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. For this purpose, the student will be assisted by an innovative interactive video system created by renowned experts. Â Â
Enhance your professional profile in one of the most promising areas of the IT field, thanks to TECH and the most innovative materials"
Delve into aspects such as Image Data Preprocessing from the comfort of your home at any time of the day"
Objectives
The final objective of this postgraduate certificate in Natural Language Processing NLP with RNN is that the student acquires an accurate update of his knowledge in this area. New skills that allow students to perform their work with the highest possible quality and efficiency. All this, thanks to TECH and a 100% online modality that gives total freedom of organization and schedules to the student.Â
Delve into all the essentials of Natural Language Processing with RNN, from the comfort of your home or work office"
General Objectives
- Support the key concepts of mathematical functions and their derivativesÂ
- Apply these principles to deep learning algorithms for machine learningÂ
- Examine the key concepts of Supervised Learning and how they apply to neural network modelsÂ
- Analyze the training, evaluation and analysis of neural network modelsÂ
- Provide a rationale for the key concepts and main applications of deep learningÂ
- Implement and optimize neural networks with KerasÂ
- Develop expertise in deep neural network trainingÂ
- Analyze the optimization and regularization mechanisms required for deep network trainingÂ
Specific objectives
- Generate text using recurrent neural networksÂ
- Train an encoder-decoder network to perform neural machine translationÂ
- Develop a practical application of natural language processing with RNN and attentionÂ
Exceed your highest expectations, thanks to a unique program with the most complete theoretical and practical materials on the academic market"
Postgraduate Certificate in Natural Language Processing NLP with RNN
Natural language processing or NLP is a branch of artificial intelligence that focuses on communication between humans and computers through natural language. One of the most widely used techniques in NLP is Recurrent Neural Networks or RNN. At TECH Global University we have this specialized program designed with the objective of developing techniques on natural language processing, including tokenization, part-of-speech tagging, parsing, and text feature extraction.
Natural language processing using RNN is widely used in applications such as chatbots, language translation systems, and sentiment analysis in social networks. With a proper approach and focus as suggested by the CRISP-DM (CRoss Industry Standard Process for Data Mining) methodology for data mining projects, the results are accurate and applicable in different sectors and organizations. In our university course you will learn about the specific concepts and techniques used in these applications, and how to adapt and train RNN models for each of them. It is an excellent option for those who wish to acquire specialized skills and develop a successful career in this field.