| Date | Day | Hours | Instructor | TA |
|---|---|---|---|---|
| Feb-23 | Monday | 1.5 | Intro+Class Project | |
| Feb-26 | Deadline: Team Formation | |||
| Feb-27 | Friday | 3 | Python Basics | |
| Mar-02 | Monday | 1.5 | Numpy (lez.) + Inizio Esercizi | |
| Mar-06 | Friday | 3 | Conclusione Esercizi + Matplotlib (lez + es.) | |
| Mar-09 | Monday | 1.5 | Pandas pt. 1 | |
| Mar-13 | Friday | 3 | Intro to AI Risks | |
| Mar-16 | Monday | 1.5 | Pandas pt. 2 | |
| Mar-20 | Friday | 3 | 8:30-9:45 Intro to Data Centers: part 1 lecture+form for activity+video 10-11:30 Matilde Bagnasco's Lecture + Matilde's thesis | |
| Mar-23 | Monday | 1.5 | Intro to Data Centers: part 2 lecture+form for activity+video | |
| Mar-27 | Friday | - no lecture because of "salone dell'orientamento" | ||
| Mar-30 | Monday | 1.5 | Geopandas | |
| Apr-03 | Friday | - vacation - | ||
| Apr-6 | Monday | - vacation - | ||
| Apr-10 | Friday | 3 | // Paper 2 (MIT) // Data Processing | |
| Apr-13 | Monday | 1.5 | Pre-Processing (lez.) | |
| Apr-17 | Friday | 3 | Pre-Processing (es) + How to manage text | |
| Apr-20 | Monday | 1.5 | Data Pre-Processing | |
| Apr-24 | Friday | 3 | Scikit-Learn Classification (lez.) + Scikit-Learn Classification (es.) | |
| Apr-27 | Monday | 1.5 | Tutorial: Hands-on Pytorch | |
| May-01 | Friday | - vacation - | ||
| May-4 | Monday | 1.5 | Parameter Tuninig and Cross Validation | |
| May-08 | Friday | 3 | //Data Pre-processing (part 2) //Classification & Regression Homework1| Read Chapters 3,4,5 of Data Analysis Using Regression and Multilevel/Hierarchical Models Homework2| From Ian H. Witten & Eibe Frank. Data Mining, read Chapters: 4.3 "Divide-and-conquer: Constructing decision trees", 6.1 "Decision trees", 6.7 "Bayesian networks" | |
| May-11 | Monday | 1.5 | Scikit-Learn Regression (lez.) | |
| May-15 | Friday | 3 | // Clustering Homework1| From Ian H. Witten & Eibe Frank. Data Mining, read Chapters 4.8 and 6.6 titled "Clustering" | |
| May-18 | Monday | 1.5 | Scikit-Learn Regression(es.) | |
| May-22 | Friday | 3 | Scikit-Learn Clustering (lez.)+Scikit-Learn Clustering (es.) | |
| May-25 | Monday | 1.5 | RAG | |
| May-29 | Friday | 3 | //How to Write: The Pyramid Principle //Handout | |
| Jun-01 | Monday | 1.5 | Future Wheel on Data Centers + Examples of exam questions | |
| Jun-05 | Friday | 3 | Report Clinic |