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. |