A 100% online postgraduate certificate that will provide you with the most effective methods to predict future values in a sequence of data that vary over time" 

Deep Learning Processing Sequences are an essential aspect of Deep Learning. The main reasons are that these tools enable effective modeling of sequential data, capture complex temporal dependencies and enable a wide range of applications in numerous fields. In turn, these intelligent systems continuously develop algorithms that drive innovation, enabling advances ranging from personalized medicine to machine translation or even the prediction of astronomical phenomena. In this sense, their ability to learn from large amounts of data and identify complex patterns is generating new opportunities for research. 

Within this framework, TECH is developing a pioneering postgraduate certificate in Deep Learning Processing Sequences. Aimed at professionals, researchers and entrepreneurs, this program will delve into both the types of Recurrent Neurons and the architecture of the layers. Likewise, the syllabus will provide students with the most advanced techniques for the training of Recurrent Neural Networks (highlighting Backpropagation  over time). In this regard, the curriculum will delve into the most effective Evaluation Metrics to guarantee the performance of Deep Learning models. On the other hand, the program will include multiple practical applications of Convolutional Neural Networks, such as computer vision, pattern recognition or natural language processing.

To facilitate the assimilation of all these contents, TECH offers first class pedagogical tools, to which students will have access 24 hours a day. The only thing they will need to enter the Virtual Campus is an electronic device with an Internet connection, serving their own smartphone, Tabletor computer. At the same time, throughout their learning process they will have the support of a teaching staff specialized in Computer Vision. These professionals will resolve any doubts that students may have, in addition to providing them with personalized advice to ensure that they experience a quality leap in their professional career. 

Do you want to optimize your management of Gated Recurrent Units? Master this Neural Network architecture in only 6 weeks with this program"

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 Processing Deep Learning Sequences
• The graphic, schematic and practical contents of the program provide Sports and practical information on those 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

An intensive university program that will increase your performance level and skills to carry out Learning Transfer efficiently"

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

The 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 immersive education programmed to learn in real situations. 

This program is designed around Problem-Based Learning, whereby the professional must try to solve the different professional practice situations that arise during the academic year For this purpose, the students will be assisted by an innovative interactive video system created by renowned and experienced experts.  

By studying this intensive program you will increase your performance level and teaching skills"

Thanks to the Relearning learning method, you will not invest long hours of study to memorize. You will learn in a progressive and natural way!"

After 6 weeks of learning, students will become true experts in Deep LearningProcessing Sequences. Therefore, professionals will have a solid understanding of aspects such as the architecture of neurons and recurrent layers. Moreover, they will acquire new skills that will enable them to apply specific techniques and algorithms for model parameter tuning. In addition, specialists will master the most effective tools for model evaluation, to correctly interpret findings and experiment with different approaches in order to optimize their performance.

You will develop new practical skills that will help you to solve challenges related to sequence processing in the framework of Deep Learning”

General Objectives

• Fundamentalize 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
• Fundamentals of the key concepts and main applications of deep learning
• Implement and optimize neural networks with Keras
• Develop expertise in the training of deep neural networks
• Analyze the optimization and regularization mechanisms required for deep neural network training

Specific Objectives

• Analyze the architecture of recurrent neurons and layers
• Examine the various training algorithms for training RNN models
• Evaluate the performance of RNN models using accuracy and sensitivity metrics
• Keep abreast of the latest trends and developments in the field of Deep Learning Sequence Processing

You will be able to access the Virtual Campus from any electronic device with Internet access and extract the syllabus to review it whenever you wish"