Courses

June 20 to 23
1. Interpretable Machine Learning: Interpretabilidad en modelos de aprendizaje automático. Prof. Pedro Delicado and Cristian Pachón-García (Universitat Politècnica de Catalunya). Language: Spanish. MORNING: 9 to 13h (June 20, 21, and 22) and 9 to 12h (June 23).
2. X-Heuristics: Concepts and applications in logistics, transportation, production and finance. Prof. Angel A. Juan (Universitat Politècnica de València) and Carles Serrat (Universitat Politècnica de Catalunya). Language: English. MORNING: 9 to 13h (June 20, 21, and 22) and 9 to 12h (June 23).
3. Statistical Methods for Microbiome Analysis. Prof. Malu Calle (Universitat de Vic). Language: English. AFTERNOON: 15 to 19h (June 20, 21, and 22) and 15 to 18h (June 23).
4. Applied Machine learning to solve real life problems. Prof. Jordi Moragas Vilarnau (Bluecap Management). Language: English. AFTERNOON: 15 to 19h (June 20, 21, and 22) and 15 to 18h (June 23).

June 27 to July 1
1. Técnicas Estadísticas para Meta-análisis con R. Prof. Aurelio Tobias (Instituto de Diagnóstico Ambiental y Estudios del Agua, CSIC). Language: Spanish. MORNING: 9 to 12h.
2. Data Visualization. Prof. Pere-Pau Vázquez (Universitat Politècnica de Catalunya). Language: English. MORNING: 9 to 12h.
3. Introducción a los modelos dinámicos lineales. Prof. María Eugenia Castellanos Nueda (Universidad Rey Juan Carlos). Language: Spanish. AFTERNOON: 15 to 18h.
4. Python, more python, more interactive python, Pandas and sklearn. Prof. Alexandre Perera Lluna (Universitat Politècnica de Catalunya). Language: English. AFTERNOON: 15 to 18h.

July 4 to 8
1. Introduction to clustering analysis with R. Prof. Marta Nai Ruscone (Università degli Studi di Genova). Language: English. MORNING: 9 to 12h.
2. Creación de aplicaciones web con Shiny. Prof. Isaac Subirana (Institut Hospital del Mar d'Investigacions Mèdiques). Language: Spanish. MORNING: 9 to 12h.
3. Generalized Additive Models and beyond with P-splines. Prof. Dae-Jin Lee (Basque Center for Applied Mathematics). Language: English. AFTERNOON: 15 to 18h.
4. Introducción al Data Storytelling. Prof. Laura Marqués Padreny (Adevinta). Language: Spanish. AFTERNOON: 15 to 18h.

Important: All courses are offered both “face-to-face” or streaming. This will be like this only if the Covid19 sanitary conditions allow it. Otherwise, they will be taught on-line.