Thanks to this postgraduate diploma, you will apply to your projects the most advanced optimization methods to train Deep Neural Networks"

Natural Language Processing through Deep Learning has completely revolutionized the way computers understand and generate human language. This technology has a wide range of applications, from automating text-based tasks to improving online security. One of the fields in which these resources are most widely used is in commercial enterprises. In this way, businesses include virtual assistants such as chatbots in their web platforms to resolve consumer questions in real time. Therefore, Deep Learning contributes to provide relevant answers based on the content of large databases.

In this context, TECH implements a postgraduate diploma that will deal thoroughly with Language Processing with Natural Recurrent Networks. Designed by experts in this subject, the curriculum will analyze the keys to the creation of the training dataset. In this sense, the steps to follow for the students to perform a correct cleaning and transformation of the information will be analyzed.  The agenda will also delve into sentiment analysis with algorithms to detect emerging opinions and trends. Furthermore, the program will address the construction of

OpenAi environments for graduates to develop and evaluate reinforcement learning algorithms.  

The program's methodology will reflect the need for flexibility and adaptation to contemporary professional demands. With a 100% online format, it will allow students to advance their learning without compromising their job responsibilities. In addition, the application of the Relearning system, based on the reiteration of key concepts, ensures a deep and lasting understanding. This pedagogical approach reinforces the ability of professionals to effectively apply the knowledge acquired in their daily practice. At the same time, the only thing students will only need a device with Internet access to complete this academic itinerary.

You will master the Architecture of the Visual Cortex and be able to reconstruct three-dimensional models of objects in only 6 months with this course"  

This postgraduate diploma in Advanced Deep Learning 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 Advanced Deep Learning
• The graphical, schematic and practical contents with which it is conceived gather technological 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

You will be able to create Artificial Intelligence models with top-notch natural language"

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.  

With the interactive summaries of each topic, you will consolidate in a more dynamic way the concepts of 2D Seizure"

The Relearning methodology, of which TECH is a pioneer, will guarantee you a gradual and natural learning process"

Thanks to this postgraduate diploma, graduates will acquire a comprehensive knowledge of the Deep Learningfield. They will also master the most avant-garde techniques of Deep Computer Vision  to analyze, process and interpret images automatically and with a high level of accuracy. In addition, they will incorporate natural language processing into their projects to automate tedious tasks such as the study of large volumes of data, text generation or translation. In addition, you will be equipped with the most innovative Deep Learning resources to successfully solve any obstacle that arises during the performance of your respective jobs.

You will implement Deep Q-Leaening to your projects to address sequential decision making problems in complex and dynamic environments" 

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

Module 1. Deep Computer Vision with Convolutional Neural Networks

• Explore and understand how convolutional and clustering layers work for Visual 
• Cortex architecture
• Use pre-trained Keras models for object classification, localization, detection, and tracking, as well as semantic segmentation

Module 2. NLP Natural Language Processing with RNN and Attention

• Train an encoder-decoder network to perform neural machine translation
• Developing a practical application of natural language processing with RNN and attention

Module 3. Reinforcement Learning

• Evaluate the use of neural networks to improve the accuracy of an agent when making decisions
• Implement different boosting algorithms to improve the performance of an agent

A program that will allow you to advance progressively and completely to multiply your chances of success in the workplace"