Курс: AI Summer School Grenoble MIAI

Тематический план

Общее

Свернуть всё Развернуть всё
- Announcements Форум
  
  General news and announcements
  + 04/07: Welcome on the MIAI Summer School page
Numerical Tools for Deep Learning and Machine Learning
- Introduction to basic python, numpy and pandas Папка
Machine Learning with Scikit-learn
- Machine learning Папка
Deep learning with tensorflow-keras
- Deep learning Папка
Analysis of Data mobility - Introduction to R (Iragael Joly, Nikita Gusarov)
- Introduction - Data Handling with R and Vizu Файл
  
  Slides of the lesson
- Hands On 1 - BMI Папка
- Hands On 2 - Urban Mobility Analysis Папка
  
  Download all files and folders keeping the structure
- Literate programming with rmarkdown Файл
  
  Introduction to Rmarkdown.
  The source files are available on GitLab of UGA at: https://gricad-gitlab.univ-grenoble-alpes.fr/dcm_exploration/literate_rmarkdown (connect with the same logit as for WiFi or Caseine)
Consumption analysis: advanced classification for consumers behavior exploration (Iragael Joly, Nikita Gusarov)
- Consumption analysis Файл
  
  Slides for the course
- Discrete Choice Analysis Папка
  
  Code and applications for the consumption analysis.
  Also available on GitLab of UGA: https://gricad-gitlab.univ-grenoble-alpes.fr/dcm_exploration/consumption_analysis