University certificate
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Description
Improve your skills and acquire new competences on Smoothing Terms or Image Transformations, thanks to the best online university in the world according to Forbes, thanks to TECH"
The process of training deep neural networks can be costly in terms of time and computational resources. However, it is a powerful tool for solving complex machine learning problems and has proven its effectiveness in fields such as image recognition and text generation.
For this reason, TECH has designed a postgraduate certificate in Training of Deep Neural Networks in Deep Learning with which it seeks to provide students with the necessary skills and competencies to be able to perform their work as experts, with the highest possible efficiency and quality. In this way, throughout this program, aspects such as Maximum Entropy Regularization, Deep Learning or Practical Guidelines will be addressed.
All this, through a convenient 100% online modality that allows students to organize their schedules and studies as best suits them, balancing them with their other day-to-day work and interests. In addition, this program 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 quickly and efficiently.
Become an expert in Deep Neural Networks in only 6 weeks and with total freedom of organization" Â
This postgraduate certificate in Training of Deep Neural Networks in Deep Learning contains the most complete and up-to-date educational program on the market. The most important features include:
- The development of practical cases presented by experts in Training of Deep Neural Networks in Deep LearningÂ
- The graphic, schematic and eminently practical contents of the course provide sportive and practical information on those disciplines that are essential for professional practice
- Practical exercises where self-assessment can be used to improve learning
Its special emphasis on innovative methodologies  - Theoretical lessons, questions to the expert, debate forums on controversial topics, and individual reflection assignmentsÂ
- Content that is accessible from any fixed or portable device with an Internet connectionÂ
Enhance your professional profile in one of the most promising areas in the field of Computer Science, thanks to TECH and the most complete materials on the market"
The program’s teaching staff includes professionals from the field who contribute their work experience to this educational 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.
Delve into Feature Extraction and Assessment Metrics, from the comfort of your home and at any time of the day"
Access all Learning Transfer Training content from your tablet, mobile or computer"
Objectives
The ultimate goal of this postgraduate certificatein Training of Deep Neural Networks in Deep Learning is for the student to acquire new skills and competencies in this area. An update that will allow the student to 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.
Delve into all the essential aspects of Training Deep Neural Networks in Deep Learning, without leaving your home and at any time of the day"
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 gradient problems and how they can be avoidedÂ
- Determine how to reuse pre-trained layers to train deep neural networks
- Establish how to schedule the learning rate to get the best resultsÂ
Reach your most demanding goals in a short time and expand your knowledge of Neural Network Training thanks to TECH and its outstanding team of professionals"
Postgraduate Certificate in Deep Learning Neural Network Training
The technological development in the area of artificial intelligence has generated a great increase in the labor demand for professionals specialized in the training of deep neural networks. This specialization has become a key tool for solving complex problems. Such as the prediction of results in the financial field, decision making in industry, biomedical data analysis, among others. At TECH we have designed this Postgraduate Certificate in in Deep Learning Neural Network Training to offer updated and quality university education. This course provides theoretical and practical knowledge in the use of tools and programming techniques for training deep neural networks.
The objective of this program is to train the student in the understanding and application of advanced deep learning techniques for training deep neural networks. In this curriculum, participants will acquire skills in the design of neural network architectures. Also in the selection and preprocessing of data sets. As well as in the implementation of optimization algorithms and the evaluation of deep learning models. In addition, in the Postgraduate Certificate in Deep Learning Neural Network Training, the study of practical cases will be deepened. This will allow participants to gain experience in the use of deep neural network programming and training techniques.