Politecnico di Milano
Study the parts they actually examine.
Five Politecnico di Milano courses, rebuilt as interactive guides. Every chapter's exam weight is computed from real past papers, so what you read first is what the papers keep testing.
88 chapters 532 past-exam questions 74 exam sessions, 2016–2026
Courses
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Deep Learning
From a single perceptron to convolutional backbones and recurrent nets.
12 chapters, 6 carrying high exam weight. 49 past-exam questions from 5 papers. -
Natural Language Processing
From raw text and tokenizers to transformers and large language models.
11 chapters, 9 carrying high exam weight. 142 past-exam questions from 3 papers. -
Machine Learning
From what it means to learn from data through to reinforcement learning.
10 chapters, 5 carrying high exam weight. 126 past-exam questions from 12 papers. -
Recommender Systems
From a giant, mostly-empty interaction matrix to graph neural recommenders.
15 chapters, 5 carrying high exam weight. 37 past-exam questions from 2 papers. -
Technologies for Information Systems
From multidimensional cubes and star schemas to data integration and quality.
10 chapters, 4 carrying high exam weight. 33 past-exam questions from 16 papers. -
Data Base 2
From physical storage and query plans to transactions, triggers and recovery.
11 chapters, 4 carrying high exam weight. 42 past-exam questions from 14 papers. -
Model Identification and Data Analysis — Module 1
From white noise and stochastic processes to prediction and ARMAX model identification.
10 chapters, 5 carrying high exam weight. 27 past-exam questions from 10 papers. -
Model Identification and Data Analysis — Module 2
From a state-space model and its impulse response to Kalman filtering and minimum variance control.
9 chapters, 5 carrying high exam weight. 76 past-exam questions from 12 papers.
In every guide
- Practice
- 532 past-exam questions with instant grading, worked solutions and the mistakes each one is designed to catch.
- Figures
- 194 interactive figures you can change and re-run, so a derivation becomes something you watch move.
- Tutor
- An AI tutor that answers from the chapter you're reading, and cites the section it drew the answer from.