This workshop will introduce the NVCL, the datasets available, the technologies used in their generation, including the HyLogger3 and MPL (Mobile Petrophysics Lab). The workshop will also include a brief theory component covering an introduction to hyperspectral mineralogy, and best practice in drill core data collection and QA/QC. Case studies will be used demonstrate the applications of these datasets, advanced data analytics for multi-variate drill core data (MyLogger and Data Mosaic), and the added value of collecting both geochemistry and hyperspectral mineralogy. This will include a hands-on case study with an introduction The Spectral Geologist (TSG) software for investigating hyperspectral mineralogy and geochemisty together, extracting geochemical parameters from hyperspectral data, as well as core available for viewing.