Notes

I uploaded here a partial selection of some useful notes which allowed me to become who I am now. They are either written by me or by wiser people when indicated.

Artificial Intelligence

• My Notes:
  - Artificial Intelligence [ECN] Cheatsheet (handwritten, partial)
  - Machine Learning [UniGe] Lecture Notes (draft version, several typos)
• Stanford Cheatsheets:
  - Artificial Intelligence [CS 221] (by Afshine Amidi and Shervine Amidi)
  - Machine Learning [CS 229] (by Afshine Amidi and Shervine Amidi)
  - Deep Learning [CS 230] (by Afshine Amidi and Shervine Amidi)
  
• Useful Material:
  - TensorFlow 2.0 Cheatsheet (by AiCheatsheets.com)
  - Choosing the Right Estimator (by Scikit Learn)
  - Neural Networks Chart (from Asimov Institute's Neural Network Zoo)
  - Keras Cheatsheet (from RStudio Cheatsheets)

Robotics & IT

• Control Theory:
  - System Theory [UniGe] Lecture Notes (in Italian, written with Andrea Grillo)
  - Classical Control [ECN] Cheatsheet (handwritten)
  - Control Theory [UniGe] Cheatsheet (in Italian, handwritten)
  - Dynamic Model Based Control [ECN] Cheatsheet (handwritten)
  - System Identification [UniGe] Lecture Notes
• Robotics:
  - Ambient Intelligence [UniGe] Lecture Notes (written with Alberto Ghiotto and Andrea Grillo)
  - Computer Vision [ECN] Lecture Notes (draft version)
  - Optimization Techniques [ECN] Lecture Notes (handwritten)
  - Modeling and Control of Manipulators [ECN] Lecture Notes (handwritten)
  - Mechanics of Mechanisms and Machines [UniGe] Lecture Notes (unfinished draft version)
  - Introduction to ROS [ECN] (from the Software Architectures course)
  
• Signal Processing:
  - Signal Processing [ECN] Cheatsheet
  - Signal Processing with MATLAB [UniGe] Lecture Notes (in Italian)
  
• Others:
  - Databases [UniGe] Lecture Notes (in Italian)

Digital Art & Computer Graphics

• Processing.py Tutorials (partial, adapted from py.processing.org )
• Art and Design in the Digital Age – Lecture Notes from the Edx Online Course

Philosophy

• Neurosciences of Cognition and Perception – Lecture Notes (in Italian)
• Political Philosopy – Lecture Notes (in Italian)

Physics

• Quantum Mechanics – Partial Notebook (in Italian)