Politecnico di Torino

Are you planning to nail your Machine Learning exam? You are in the right place! These notes comprehensively cover all the topics from the Machine Learning and Pattern Recognition course taught by Professor Sandro Cumani. This specific exam is widely considered to be one of the toughest in the entire Master's program, so you need to be ready to tackle very complex subjects. These notes will help you grasp the thorniest concepts through simple and intuitive explanations, without skipping th...

All key equations and concepts to know for the exam of Applied Mechanics, Organised per topic in a brief yet informative summary

The course at Politecnico di Torino covers: Preliminaries: sets, operations with sets and logical symbols. Numerical sets, maxima, minima and extrema. The completeness property of real numbers and its consequences. Functions: surjectivity and injectivity; composition of functions, inverse functions. Functions of one real variable: elementary functions, monotone functions and inverse functions. (About 15 hours) Limits and continuity: limits of functions and sequences; continuity. Theorems o...

This lecture covers the rigid and elastic shafts, flexural critical speed, friction, adherence and dynamic cones.

This lecture covers rotor dynamics and balance.

This lecture covers the impulse and momentum and conservation of momentum.

This lecture covers the work and energy.

This document covers the kinematics of relative motion.

This lecture includes the slider-crank mechanism.

This lecture covers the supports, joints, body forces and rigid bodies.