mirror of
https://github.com/gsi-upm/sitc
synced 2024-11-17 20:12:28 +00:00
20 lines
1.2 KiB
Markdown
20 lines
1.2 KiB
Markdown
# sitc
|
|
Exercises for Intelligent Systems Course at Universidad Politécnica de Madrid, Telecommunication Engineering School. This material is used in the subjects
|
|
- SITC (Sistemas Inteligentes y Tecnologías del Conocimiento) - Master Universitario de Ingeniería de Telecomunicación (MUIT)
|
|
- TIAD (Tecnologías Inteligentes de Análisis de Datos) - Master Universitario en Ingeniera de Redes y Servicios Telemáticos)
|
|
|
|
For following this course:
|
|
- Follow the instructions to install the environment: https://github.com/gsi-upm/sitc/blob/master/python/1_1_Notebooks.ipynb (Just install 'conda')
|
|
- Download the course: use 'https://github.com/gsi-upm/sitc' (or clone the repository to receive updates).
|
|
- Run in a terminal in the folder sitc: jupyter notebook (and enjoy)
|
|
|
|
Topics
|
|
* Python: quick introduction to Python
|
|
* ML-1: introduction to machine learning with scikit-learn
|
|
* ML-2: introduction to machine learning with pandas and scikit-learn
|
|
* ML-3: introduction to machine learning. Neural Computing
|
|
* ML-4: introduction to Evolutionary Computing
|
|
* ML-5: introduction to Reinforcement Learning
|
|
* NLP: introduction to NLP
|
|
* LOD: Linked Open Data, exercises and example code
|