Teaching

Academic teaching

Advanced R Programming for Business - Graduate level

• MSc Artificial Intelligence & Business Analytics, Toulouse Business School - TBS, France, 2023/2024 (15h - English)

  • Lectures and practicals with the R software.

Business analytics - Undergraduate and Graduate levels

• Master 1 - Programme Grande Ecole, Business analytics, Toulouse Business School - TBS, France, 2023/2024 (24h - French)

• BSc in Management - Bachelor 1, Business analytics & Data Visualization, Toulouse Business School - TBS, France, 2023/2024 (30h - English)

• Licence 3 - Programme Grande Ecole, Introduction to Business Analytics II, Toulouse Business School, France, 2023/2024 (30h - French)

  • Lectures and practicals with the R software, Excel and/or Tableau Software.

Data Mining - Graduate level

• Statistics and Econometrics, Toulouse School of Economics - TSE, France, 2021/2022 (13.5h - English)

  • Lectures and practicals on data visualization, missing values and outlier detection with the R software.

Data Visualization - Undergraduate and Graduate levels

• BSc in Management - Filière Distribution et Commerce - Bachelor 3, Toulouse Business School, France, 2023/2024 (30h - French)

• PREV & OPS, Ecole Nationale de l’Aviation Civile - ENAC, France, 2021/2022 (3h - French)

• Empirical Economics and Econometrics, Toulouse School of Economics - TSE, France, 2022 (8h - English)

  • Lectures and practicals with the R software, Excel and/or PowerBI.

Outlier Detection - Graduate level

• Statistics and Econometrics, Toulouse School of Economics - TSE, France, 2017/2019/2020 (11h)

  • Lectures and practicals for graduate students with the R software.

Statistical Inference - Undergraduate level

• Economics & Management, Toulouse School of Economics - TSE, France, 2015/2016, (45h)

  • Practicals for undergraduate students.

Students supervision

Doctoral committee

• Jury member

  • Katarina Firdova, 2023, University of Savoie Mont-Blanc, France. Directors: L. Vuillon and C. Labart. Détection d’anomalies pour les séries temporelles par machine learning

• Co-director

  • Colombe Becquart, 2023 - …, University of Toulouse, France. Co-director: A. Ruiz-Gazen. Extension of the Invariant Coordinate Selection to cluster identification and rating scale data

Master thesis

• MS Technology Innovation Management, Toulouse Business School, France, 2023/2024, 2 students

• MSc Artificial Intelligence & Business Analytics, Toulouse Business School, France, 2023/2024, 4 students

• Econometrics and Management Science - BA&QM, Erasmus School of Economics, The Netherlands, 2021/2022 - 2022/2023, 4 students/year

• Economics and Business - DSMA, Erasmus School of Economics, The Netherlands, 2021/2022 - 2022/2023, 4 students/year

Case studies - Graduate level

• Statistics and Econometrics, Toulouse School of Economics, France, 2022/2023, 4 students

• Econometrics and Management Science - BA&QM, Erasmus School of Economics, The Netherlands, 2021/2022 - 2022/2023, 3 groups of 4 students/year

Bachelor thesis

• Econometrics and Management Science, Erasmus School of Economics, The Netherlands, 2021/2022 - 2022/2023, 4/5 students/year

Trainer for private sector

For ippon innovation, in French or in English, for groups of 6-12 people (mostly engineers), online or in-person, 1-4 days for semiconductors, pharmaceutical or biotechnological companies.

R & R Shiny

• 2019-2021, French, 6 sessions.

Outlier Detection

• 2020-2021, French, 4 sessions.

• December 2021, French Statistical Society, SFdS, Paris, France, (2 days)

  • Invited trainer - statistical workshop, on how to detect and deal with outliers for people from academics and the private sector

Fundamentals of JMP & Statistics

Inferential statistics, hypothesis testing, regression and analysis of variance, outlier detection, data science.

• 2021, English/French, 7 sessions.