Courses

Academic courses, lectures, and educational materials covering various topics in cognitive science, data analysis, and programming

Starting from Jan 2025, all courses including:

  • EEG/ERP analysis in Python
  • Signal Processing in Python for Neuroscientists
  • Statistical Modelling and Hypothesis Testing in R & Python
  • Psychopy Programming: A Python-based experiment design

are online and there will not be any offline courses.

Logistic Regression in R for Public Health and Psychology

Course

Comprehensive course covering logistic regression analysis in R, with applications in public health and psychology research. Learn to analyze binary outcomes and interpret odds ratios.

6 hours in total Intermediate Online course

Survival Analysis in R for Public Health and Psychologists

Course

Master survival analysis techniques including Kaplan-Meier plots and Cox regression in R. Learn to analyze time-to-event data for public health and psychology research.

7 hours total Intermediate/Advanced Online course

Linear Regression in R for Public Health and Psychology

Course

Learn linear regression modeling in R from correlation analysis to multiple regression with interactions. Master model assumptions and interpretation for public health and psychology applications.

6 hours in total Beginner/Intermediate Online course

AI and Analysis

Coming Soon

Discover how to leverage AI tools and machine learning techniques in your data analysis workflow. Learn to integrate AI for preprocessing, modeling, and interpretation in research.

In Development All Levels Online course

Qualitative Research Methods in Hand

Course

A comprehensive course covering practical qualitative research methods including writing research questions, designing interviews, collecting observational data, and analyzing qualitative research.

6 hours in total All Levels Online course

Introduction to Qualitative Research

Workshop

An introductory workshop covering qualitative research methodologies, data collection strategies, coding, narrative and thematic analysis, and practical applications across disciplines.

4 hours in total All Levels Online workshop

Ensemble Machine Learning Models in Health and Psychology

Coming Soon

Advanced course on ensemble machine learning techniques including Random Forest, Gradient Boosting, and XGBoost. Learn to build powerful predictive models for health and psychology research.

In Development Advanced Online course

Data Analysis with Python

Updating

Hands-on workshop covering data manipulation, statistical analysis, and visualization using Python libraries like pandas, numpy, and matplotlib.

8 hours All levels Online workshop
59.5%

Advanced Statistics for Researchers

Updating

Advanced statistical methods for research including multivariate analysis, experimental design, and interpretation of complex datasets.

16 hours Graduate Online seminar
73.95%