README.md

Statistical and Mathematical methods for Artificial Intelligence

Teacher: Elena Loli Piccolomini

• Course web site
  • 2021/2022
  • 2020/2021
• Course material on Virtuale
  • 2021/2022
  • 2020/2021
• Course timetable
  • 2021/2022
  • 2020/2021
• Piccolomini's channel on MS Stream
• Course material on Overleaf

What you'll find here

• A summary containing pretty much everything you may need for the exam;
• Some LaTeX/PDF notes I wrote in the beginning, which were abandoned fast;
• An Anki package to review before the exam.
• A useful PDF (italian) @montali wrote during its bachelor's
• A LaTeX/PDF document (italian) @Danysan1 wrote during its bachelor's

Useful resources

• This series of videos is incredibly useful and clarifies lots of concepts. Highly recommended.
• Numpy manual
• numpy reference
• numpy.random reference
• numpy.linalg reference
• MatPlotLib docs
• matplotlib reference
• Scipy docs
• scipy.linalg reference

Acknowledgements

Special thanks to prof. Elena Loli, Giorgio Renzi, Lorenzo Mario Amorosa, Lucia La Forgia and Giacomo Pinardi for the great material provided for the course.