...
- Download data with jupyter via http
- Exploring a dataset with pandas
- Exploring a dataset with matplotlib
- Obtaining high quality plots with ROOT
- Modelling the data with RooFit
- Perform a per-event subtraction of the background using sPlot
- Training a simple neural network on nTuple data with keras
- Evaluate the performance of the trained algorithm
- Apply the neural network to data
- Studying systematic effects induced by the neural network
| Info |
|---|
| Presentation made on : https://agenda.infn.it/event/23648/contributions/118758/attachments/74371/94574/Teaching_Material_on_the_KB.pdf |