Specialization course: Artificial Intelligence and Big Data

Course information

  • Modality: Present (in-class)
  • Shift: Evening
  • Duration: 600h (30 weeks)
  • Subjects:
    • Artificial Intelligence Models
    • Machine Learning Systems
    • Artificial Intelligence Programming
    • Big Data Systems
    • Applied Big Data
  • Requirements to enroll-in. Have one of the next certificates:
    • Técnico Superior en Administración de Sistemas Informáticos en Red
    • Técnico Superior en Desarrollo de Aplicaciones Multiplataforma
    • Técnico Superior en Desarrollo de Aplicaciones Web
    • Técnico Superior en Sistemas de Telecomunicaciones e Informáticos
    • Título de Técnico Superior en Mecatrónica Industrial
    • Título de Técnico Superior en Automatización y Robótica Industrial
  • More Information: www.todofp.es/que-estudiar/loe/informatica-comunicaciones/ce-inteligencia-artificial-bigdata.html

Projects 2022

Project 1. Air quality analysis and prediction

  • Name: Air quality analysis and prediction
  • Team: Peaky Blinders
  • Members:
    • Tono Villarejo Reig (tvillarejo@iesabastos.org)
    • Santiago Cámara Sánchez (scamara@iesabastos.org)
    • Mikel A. Navarro Tarazaga (manavarro@iesabastos.org)
  • Description: Short- and medium-term forecasting of air pollution evolution in medium density populations. Measurements, predictions and classifications based on time series, geographical areas, meteorological conditions and human interventions.

Project 2. Algorithmic trading bot with sentiment analysis

  • Name: Algorithmic trading bot with sentiment analysis.
  • Team: Trading United Actives (TUA)
  • Members:
    • Marcos Botella Torres
    • Ivan Colino San Martin
    • Javier Martínez Morcillo
    • Sergey Popov
  • Description: The main objective of the project is to develop a bot capable of performing transactions of buying and selling cryptocurrencies obtaining economic benefits after each movement. The bot will rely on real-time market data and the influence of the sentiments of users who post opinions and news on social networks related to cryptocurrencies in order to deduce the best time for transactions. A client application will be developed that will allow any user to register on the platform and use the bot’s services.

Project 3. “Hype” is all you need

  • Name: “Hype” is all you need
  • Team: Hype Squad
  • Members:
    • Fabra Valverde, José
    • Del Caño Navarrete, Diego
    • Gluskova Folgado, Nerea
    • Crespín Valero, Juan
  • Description: This is research into what defines the success of films, and whether success can be predicted (proportionally) based on the hype (expectation) generated around a film; to be able to be expandable with both series and anime, video games or any other type of multimedia content or not.

Video Students 2022

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