19302901 Lecture

WiSe 16/17: Data Science: Statistical Learning and Data Mining

Sebastian Müller

Additional information / Pre-requisites

This is a new course, contents may change. Besides the languages German and English, basic database and programming skills are obligatory.

Comments

This course will provide students with an introduction to Data Science in order to make sense of data at scale. The course material will not only provide the theoretical background of the techniques involved, but engage you to gain the practical knowledge of prototyping these solutions on problems yourself. Some of the topics covered will be: SQL, NoSQL, Statistics, Machine learning basics (Decision Trees, k-Nearest Neighbours, k-Means Classification, DBSCAN), Visualization, Graph Analytics. close

Suggested reading

Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython (01 November 2012) by Wes McKinney

16 Class schedule

Regular appointments

Fri, 2016-10-21 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2016-10-28 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2016-11-04 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2016-11-11 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2016-11-18 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2016-11-25 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2016-12-02 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2016-12-09 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2016-12-16 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2017-01-06 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2017-01-13 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2017-01-20 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2017-01-27 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2017-02-03 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2017-02-10 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Fri, 2017-02-17 10:00 - 12:00

Lecturers:
Sebastian Müller

Location:
1.4.31 Seminarraum E3 (Arnimallee 14)

Subjects A - Z