Artificial Intelligence and Deep Learning
Master de Formación Permanente in Artificial Intelligence and Deep Learning
11th Edition. In English. Fully online
Master in Artificial Intelligence and Deep Learning
The Master in Artificial Intelligence and Deep Learning provides the tools to understand how Machine Intelligence works as well as to put into perspective the impact of artificial sensing, cognition and action in areas such as Finance, Engineering or Arts.
The objetives of the Master consist on:
- Understanding the formal foundations of Machine Learning and its implications in human-machine interactions.
- Learning how to use high level languages in order to develop real applications based on AI as well as understanding the problems in implementing such applications in practice.
- Guiding the proposal of AI-based solutions, considering the ethical and legal aspects and the economic and social implications.
11th Edition. In English. Fully Online.

Master in Artificial Intelligence and Deep Learning
TRAINING COMPATIBLE WITH YOUR WORK
Our Master de Formación Permanente in Artificial Intelligence and Deep Learning allows you to make your training COMPATIBLE WITH YOUR WORK thanks to an innovative learning methodology.SOUND PREPARATION
A SOUND PREPARATION for a total of 60 ECTS (master level 7 EQF), which allows to cover in depth all the concepts and applications.METHODOLOGY
A METHODOLOGY focussed on practice and context, using cases, real situations and technological tools that allow you to learn from the beginning. The master combines prerecorded videos and live sessions with practical cases.UPDATED CURRICULUM
An UPDATED CURRICULUM, which ensures that our students are obtaining the latest knowledge in line with the trends and demands of Society.OUTSTANDING PROFESSORS
We have arranged a team of OUTSTANDING PROFESSORS with hands-on experience in the design of Artificial Intelligence and Deep Learning Systems.COMMUNITY AND ENVIRONMENT
We develop a COMMUNITY AND ENVIRONMENT that allows students to keep in contact with the professional sector, with seminars and activities to enrich your training experience.PROFESSIONAL DEVELOPMENT PLAN
We will help you to design your PROFESSIONAL DEVELOPMENT PLAN to exploit at its most your talent and knowledge.UNIVERSITY OF ALCALÁ
Study your master program at the UNIVERSITY OF ALCALA, one of the best Universities in Europe.Enrollment open until October 10, 2023
Scholarships and installment payment option available
Master in Artificial Intelligence and Deep Learning
The Master in Artificial Intelligence and Deep Learning targets both professionals and graduates interested on understanding the foundations and implications of Artificial Intelligence and Deep Learning in Business, Art, and Society.
Our graduated students come from diverse countries such as United Kingdom, Australia, United Arab Emirates, India, Netherlands, China, Germany, Saudi Arabia, Italy, Spain, Colombia, or Mexico among others.
Our students work in companies such as Nokia, Cisco, IBM, Phillips, Indra, HSBC, Google, Accenture, Omron, Roche, Telefonica, BBVA and Oracle, among others.
Master in Artificial Intelligence and Deep Learning
PYTHON FOR MACHINE LEARNING
- Arrays, matrices and vectors
- Graphics
- Program flow management
- Interfaces and data loading
- Programming exercises
ARTIFICIAL INTELLIGENCE AND DEEP LEARNING
- History and Evolution of Artificial Intelligence
- Supervised, unsupervised and reinforced Learning
- Foundations of Machine Learning
- Machine Learning Paradigms
- Extensions
COMPUTER VISION
- Introduction to CNN
- CNN architectures
- Object detection and semantic segmentation
- CNN for image generation
SEQUENTIAL NETWORKS AND NATURAL LANGUAGE PROCESSING
- Sequential and time series problems
- Recurrent networks
- LSTM and GRU models
- Attention models and Transformers
- Applications to Natural Language Processing
GENETIC ALGORITHMS AND EVOLUTIONARY COMPUTATION
- Introduction to Evolutionary Computation
- Programming an Evolutionary Algorithm
- Introduction to Genetic Programming
- Genetic Programming: Finding the Hidden Function
- Evolutionary Machine Learning
UNSUPERVISED AND REINFORCED LEARNING
- Introductions to unsupervised learning
- Association rules and Recommendation systems
- Advanced Clustering
- Introduction to reinforcement learning
- Markov decision process
- OpenAI GYM
AUGMENTED INTELLIGENCE AND HUMAN MACHINE INTERACTION
- Cognitive Theories
- Interaction design
- Data and AI Ethics
SEMINARS
- Seminars on applications of AI to the fields of medicine
MASTER’S THESIS
Independent research paper performed by the student on one of the topics of the Master. The paper needs to be presented and defended against a Committee at the end of the MasterThe professors of the Master in Artificial Intelligence and Deep Learning have a mean practical experience of 15 years in the area of Artificial Intelligence. Most of them have a Ph.D.









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