Description

You will have at your disposal a Virtual Campus available 24 hours a day, without adapting to fixed schedules or imposed schedules that do not suit you” 

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Neural Networks in Deep Learning are an essential tool for data processing and complex problem solving in Engineering. Their ability to learn and adapt to different situations makes them ideal for tasks such as pattern recognition, data classification and real-time decision making. In addition, their use in fields such as computer vision and natural language processing has led to important advances in technology, such as facial recognition and machine translation. 

Given this reality, this TECH academic program is designed as a response to the growing demand for highly qualified professionals in this area. This program has been specifically designed to provide solid training in the use of Neural Networks in Deep Learning, with a focus on their practical application in different fields of Engineering. Students will have the opportunity to learn state-of-the-art tools such as Tensorflow and Keras, and will acquire the necessary skills to design, implement and optimize Neural Network models to solve real-world problems. 

For this reason, this complete program designed by TECH is based on the Relearning methodology to facilitate the student's learning through the progressive and natural repetition of the fundamental concepts. In this way, the graduate will acquire the necessary skills by adjusting the study to their life style. In addition, the online format will allow the professional to access the theoretical-practical contents anywhere and at any time, without the need to travel or adjust to a fixed schedule. Moreover, you will be able to access the theoretical and practical contents at any time and place, as long as you have a device with an Internet connection. 

TECH seeks to project your professional career without neglecting other areas of your life, that's why it offers you a flexible and adaptable teaching to your needs” 

This postgraduate certificate in Neural Networks in Deep Learning contains the most complete and up-to-date program on the market. Its most outstanding features are:

  • 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 be able to download all the content to any electronic device from the Virtual Campus and consult it whenever you need it, even without an Internet connection”   

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.   

You will get a comprehensive learning with the latest methodology applied to academic teachings, the TECH Relearning"

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 Boost your professional career with a university qualification in which you will immerse yourself in the transfer of knowledge to artificial neurons"

Objectives

The program will allow the graduate to acquire up-to-date knowledge and a global vision of the key aspects of Neural Networks in Deep Learning, which will allow them to achieve the proposed objectives. In this way, the student will develop comprehensive skills in an essential, versatile and constantly growing area of engineering, which will lead them to achieve excellence in a booming sector. To ensure student satisfaction, TECHhas established general and specific objectives that will guide the student towards success.

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You will be able to achieve your most ambitious goals with the skills and abilities you will develop after completing this postgraduate certificate”  

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 neural networks and their principles of operation 
  • Determine how neural networks can be applied to a variety of problems 
  • Establish how to optimize the performance of deep learning models by tuning hyperparameters 
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You will achieve your objectives thanks to mastering the hyperparameters of Fine tuning of neural networks”  

Postgraduate Certificate in Neural Networks in Deep Learning

The application of artificial intelligence in solving everyday problems has gained ground in recent years and has become an essential tool in different areas of knowledge. At TECH Global University, we have focused on offering a training program that provides the necessary tools to understand and apply neural network techniques in the area of Deep Learning. This Postgraduate Certificate is designed for those interested in acquiring skills in the use of algorithms and models that allow to effectively address the resolution of complex problems. In the course of this training, you will deepen your knowledge of the architecture of neural networks, the use of different types of activation functions and model optimization.

In our Postgraduate Certificate in Neural Networks in Deep Learning, a practical approach is provided that will allow the student to develop skills in the application of neural network techniques in real situations. This course focuses on addressing specific topics such as natural language processing, image and video recognition, and the use of neural networks in decision making. In addition, it will deepen the understanding of the different techniques of supervised and unsupervised learning and their application in the training of models. Our program is aimed at those professionals who wish to acquire technical skills in the area of artificial intelligence and apply them in different fields such as industry, research and project development.