Introduction to Data science for Social Scientists - Items

Item
Groups

approved

Introduction to Data science for Social Scientists

This course, initially designed for social scientists, covers several topics of data science.

Python programming
Data Cleaning and Transformation
Classification
Clustering
Frequent Pattern Mining

The author did not intend to violate any copyright on figures or content. In case you are the legal owner of any copyrighted content, please contact [email protected] and we will immediately remove it

Tags

Data and Resources

To access the resources you must log in

Python Basicsipynb

Lesson 1
The resource: 'Python Basics' is not accessible as guest user. You must login to access it!
Python Basics - Exerciseipynb

Lesson 1.b
The resource: 'Python Basics - Exercise' is not accessible as guest user. You must login to access it!
Data Manipulation in Pandasipynb

Lesson 2
The resource: 'Data Manipulation in Pandas' is not accessible as guest user. You must login to access it!
Data Manipulation in Pandas - Exerciseipynb

Lesson 2.b
The resource: 'Data Manipulation in ...' is not accessible as guest user. You must login to access it!
Case Study: Titanic data explorationipynb

Lesson 2.c
The resource: 'Case Study: Titanic data ...' is not accessible as guest user. You must login to access it!
Clusteringipynb

Lesson 3
The resource: 'Clustering' is not accessible as guest user. You must login to access it!
Case study: Titanic Clusteringipynb

Lesson 3.b
The resource: 'Case study: Titanic Clustering' is not accessible as guest user. You must login to access it!
Classificationipynb

Lesson 4
The resource: 'Classification' is not accessible as guest user. You must login to access it!
Case study: Titanic Classificationipynb

Lesson 4.b
The resource: 'Case study: Titanic ...' is not accessible as guest user. You must login to access it!
Titanic DatasetHTML

The resource: 'Titanic Dataset' is not accessible as guest user. You must login to access it!

Item URL

http://data.d4science.org/ctlg/ResourceCatalogue/introduction_to_data_science_for_social_scientists

Additional Info

Field	Value
Availability	On-Line
Course	Introduction to Data science for Social Scientists
Keyword	Frequent Patterns
Prerequisites	None
Provider Institution	University of Pisa & ISTI-CNR
Target users	PhD Students
Thematic Cluster	Visual Analytics [VA]
Training material typology	Tutorial
system:type	TrainingMaterial

Management Info

Field	Value
Author	Rossetti Giulio
Maintainer	Rossetti Giulio
Version	1
Last Updated	22 July 2022, 08:26 (CEST)
Created	6 September 2018, 14:40 (CEST)