2024
- Free Energy Principle and Consciousness, World and Self Theories of Consciousness
- Synthetic Data Generation and Differential Privacy in R
- Free Energy Principle and Consciousness
- Data Anonymization in Health Care
- Free Energy Principle and Emotional Valence
- Bayesian Ordinal and Multinomial Regression Models
- Free Energy Principle and Bayesian Brain
- Synthetic Data in Health Care
- Free Energy Principle
- Bayesian Gaussian Mixture Models (GMM)
2023
- Uncertainty and Bias in AI Models
- Responsible AI and Supervised fine-tuning (SFT)
- Bayesian Gaussian Process Regression (GPR)
- Responsible AI and Reinforcement Learning from Human Feedback (RLHF)
- Bayesian Quantile Regression
- Responsible AI
- Neuroimaging Data Preprocessing
- Quantile regression
- Tools for Neuroimaging Data Processing
- Partially Observable Markov Decision Process (POMDP) in R
- Neuro-Imaging Data An Introduction
- Bayesian Multilevel models in brms
2022
- Bayesian Regularized Regression
- Automatic Feature Engineering
- H2O AutoML
- Bayesian Robust t-regression for Non-Normal residuals
- Time series clustering
- Brain Imaging Data Structure (BIDS)
- Bayesian Regression Models for Non-Normal Data
- Forecsting Optimization and FB prophet Hyperparameter Tuning
- Bayesian Modeling in R and Stan
- Forecsting with FB prophet
- Stock Forecasting with LSTM, part 2 Keras Tuner
- Agent-based Simulation, part 2 modeling with Mesa
2021
- Generative aRt
- Agent Based Simulation, part 1 theoretical concepts
- Databases in R and Tidyverse
- Portfolio Optimization with R
- Three New Features In TidyModels
- Twitter Analysis with R
- Feature Importance Analysis in R
- Stock Forecasting with LSTM
- Learning Health Systems
- FAIR Principles
- De-Identification Packages in R
- Stock Forecasting with R
2020
- Health Care Data An intangible Asset
- Stock data analysis with R an introduction
- A simple introduction to HL7 and FHIR
- Diagnosing heart disease using a robust and explainable pipeline in tidyverse
- Necessity of Explainable Models in Digital Health
- Screen-time, psychopathology, and "dopamine detox"
- The Network Constellation of Personality and Substance Use