Master, through this qualification, the interpretation of the time series analysis results allowing the optimization of component and relationship analysis”

Deep Learning Processing Sequences has acquired great importance in solving complex problems, especially in natural language processing and understanding patterns in temporal data. Therefore, the increasing importance of data sequence processing has led to a greater demand for highly qualified professionals in the area. 

For this reason, TECH's postgraduate certificate in Deep Learning Processing Sequences provides the opportunity to acquire highly demanded skills and contribute to the solution of complex problems in a variety of fields. In this way, it has been designed to address current market needs and provide students with a multidisciplinary teaching in the processing of data streams through the use of Deep Learning techniques. Students will learn to implement advanced techniques, such as recurrent and convolutional neural networks, to address practical problems. 

TECH uses in all its academic programs the effective Relearning methodology, based on the progressive and natural repetition of the fundamental concepts so that the graduate integrates them in an effective way. In this way, students acquire the necessary skills by adjusting their pace of study to their personal life. In addition, the up-to-date and practical contents of the program, in combination with this methodology, guarantee a complete and rigorous didactic experience in the processing of data sequences. 

In addition, the program is available in a 100% online format, which allows students to adjust their study pace according to their needs and to access the theoretical and practical contents at any time and place. This way, they will be able to access the theoretical and practical resources from anywhere and at any time, all they need is a device with Internet connection. For all of the above reasons, it is a program that guarantees a flexible learning experience adapted to the individual needs of each student. 

This postgraduate certificate will allow you to learn about statistical models for forecasting, as well as evaluation metrics” 

This postgraduate certificate in Deep Learning Processing Sequences contains the most complete and up-to-date program on the market. The most important features include: 

• 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 assignments 
• Content that is accessible from any fixed or portable device with an Internet connection

You will learn through a 100% online methodology that will allow you to study without the need to make uncomfortable trips to an academic center” 

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.

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. For this purpose, the student will be assisted by an innovative interactive video system created by renowned experts. 

Combine this excellent learning with your professional and personal duties thanks to the teaching tools that TECH offers"

Throughout this academic program, you will delve into the management of long sequences and you will be able to perform cluster analysis"

The purpose of the postgraduate certificate is to provide the graduate with access to the most innovative theoretical, practical and additional content in Deep Learning Processing Sequences, in just 6 weeks. Thanks to the high quality of the syllabus, any professional will be able to reach their highest objectives through this program, which adapts to their needs and is presented in a 100% online, convenient and accessible format.

Learn about Recurrent Neural Network training types and Backpropagation over time with this program”  

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

• Analyze the architecture of recurrent neurons and recurrent layers
• Examine the various training algorithms for training RNN models
• Evaluate the performance of RNN models using accuracy and sensitivity metrics

After graduating from this program, you will have in-depth knowledge of the RNN and pre-trained networks”