Courses

June 19 to 23

1. Introduction to Statistical Data Privacy. Prof. Jingchen (Monika) Hu (Vassar College). Language: English. MORNING: 9 to 13h (June 20, 21, and 22) and 9 to 12h (June 23) .

2. Introduction to eXplainable Machine Learning (XAI).  Prof. Przemysław Biecek (University of Warsaw). Language: English. MORNING: 9 to 12h.

3. Draw your research hypotheses using causal diagrams . Prof. Albert Sánchez Niubo (Universitat de Barcelona). Language: Spanish .  AFTERNOON: 15 to 19h (June 19, 20, and 21) and 15 to 18h (June 22).

4. Creación de aplicaciones web con Shiny. Prof. Isaac Subirana (Institut Hospital del Mar d'Investigacions Mèdiques). Language: Spanish . AFTERNOON: 15 to 19h (June 19, 20, and 21) and 15 to 18h (June 22).

June 26 to 30

1. Python, more python, APIs, Pandas and sklearn. Prof. Alexandre Perera Lluna (Universitat Politècnica de Catalunya). Language: English . MORNING: 9 to 12h.

2. Data Visualization Workshop. Prof. Pere-Pau Vázquez (Universitat Politècnica de Catalunya). Language: English.  MORNING: 9 to 12h.

3. Introduction to Causal Inference for Data Science . Prof. Aleix Ruiz de Villa Robert. Language:  English . AFTERNOON: 15 to 18h.

4. Model-based clustering with R. Prof. Marta Nai Ruscone (University of Genova). Language: English. AFTERNOON: 15 to 18h.

July 3 to 7 

1. Introduction to Functional Data Analysis with R. Prof. Pedro Delicado (Universitat Politècnica de Catalunya). Language: Spanish. MORNING: 9 to 12h.

2. Design of electronic case report forms for research with REDCap. Prof.s Judith Peñafiel Muñoz, Esther García Lerma, Naiara Santos Erice, Natàlia Pallarès Fontanet (IDIBELL). Language: Spanish . MORNING: 9 to 12h.

3. Applied Machine learning to solve real life problems. Prof. Jordi Moragas Vilarnau (N26). Language: English . AFTERNOON: 15 to 18h.

4. Data Literacy: Desarrolla la creatividad, la curiosidad, y el pensamiento crítico a través de los datos. Prof. Laura Marqués Padreny (Adevinta). Language: Spanish . AFTERNOON: 15 to 18h.

Important: All courses are offered both “face-to-face” or streaming.