Data Science II

This seminar provides an advanced understanding of data science with an emphasis on hands-on projects. Students will get to know latest data science technologies – from big data to advanced machine learning and apply them in a real-world project.

Announcement

● This course is offered for the first time in Winter 2021/21.

● Programming language is python

Course Overview

Prerequisites	Data Science I
Language	English
Format	Seminar course (S4). Two weeks of lectures are followed by project and meeting with the project supervisor
Material	Provided through Moodle (https://moodle.tu-darmstadt.de/)
Office Hours	Dr.-Ing. Christian Debes: (by email appointment) Pertami Kunz: (tba)
Literature	Lecture slides and tutorials from Moodle References: ● Wes McKinney: Python for Data Analysis, O’Reilly, 2017 ● Christopher M. Bishop: Pattern Recognition and Machine Learning, 2011 ● James, Witten, Hastie and Tibshirani, Introduction to Statistical Learning, Springer, 2017