Specialization course in Bioinformatics and functional genomics (Università degli Studi di Milano)
Language
Lectures are in English.
Course material
- Think python
- Learn Python the Hard Way
- Anaconda distribution
- J. Leskovec, A. Rajaraman, J. Ullman, Mining of massive datasets
Syllabus
The course explains the topics listed in the lecture calendar.
Lectures calendar
| Date | Topic | Material |
|---|---|---|
| 08/04/2019 | Introduction to python: simple data types, list, and tuples. | |
| 09/04/2019 | Introduction to python: string, dictionaries, and operations on data structures. | |
| 10/04/2019 | Introduction to python: functions, modules, and files. | |
| 15/04/2019 | Pandas. | |
| 16/04/2019 | Neurons and feed-forward neural networks. | |
| 17/04/2019 | Tensorflow. | |
| 17/06/2019 | Link analysis. | |
| 18/06/2019 | Hadoop and spark. | |
| 19/06/2019 | Finding similar items. | |
| 20/06/2019 | Frequent itemsets. | |
| 21/06/2019 | Regression. |