💻 Software & Environment Setup
Data Science & Analytics
The computational toolchain and environment used throughout Creating Sustainable and Healthy Buildings: A Course on Natural Ventilation and Building Optimization.
Creating sustainable healthy buildings courseCreating sustainable healthy buildings online trainingBest creating sustainable healthy buildings certificationCreating sustainable healthy buildings for researchersCreating sustainable healthy buildings hands-on workshopLearn creating sustainable healthy buildings
# Recommended conda environmentconda create -n dstc_env python=3.11 -yconda activate dstc_envpip install numpy pandas scikit-learn matplotlib seabornPython 3.11 + Jupyter
Interactive analysis notebooks
Interactive analysis notebooks
pandas / NumPy
Data wrangling & numerics
Data wrangling & numerics
scikit-learn
Modelling & evaluation
Modelling & evaluation
Plotly / Seaborn
Statistical visualisation
Statistical visualisation
Supported OS: Linux (Ubuntu 22.04+), macOS, or Windows via WSL2.
Hardware: 16 GB RAM minimum; a CUDA GPU helps for deep-learning modules.
Earn government-registered certification in Creating Sustainable and Healthy Buildings: A Course on Natural Ventilation and Building Optimization
e-Certificate and e-Marksheet issued on successful completion.
