CAST (Centre for Applied Statistics and Data Analytics)

Periods

Period I (27-Aug-2018 – 21-Oct-2018)
Period II (22-Oct-2018 – 14-Dec-2018)
Period III (7-Jan-2019 – 3-Mar-2019)
Period IV (4-Mar-2019 – 26-May-2019)

Quantitative methodology courses provided under CAST during 2018-2019 school year are published below.

The courses are collected from the teaching schedules of the various degree programmes in the university and CAST.

The arrangements of each course are taken care of by each degree programme or school organizing the course.

The listed courses may have requirements or recommendations for preceeding studies which are described in the curricula guides. This additional information should be explored beforehand. Assignments to the courses are according to the information given in the teaching schedule. The applicability of a course to one's own degree programme has to be checked by each school or HOPS supervisor.

See overview of additional statistical and quantitative method events at Tampere University on page https://research.uta.fi/cast/news/

Teaching in the Autumn Semester 2018

Period (27-Aug-2018 – 21-Oct-2018)

Basics Statistics

HEAAE03 Biostatistics 5 ECTS (Language of instruction: English)
TAYJ026 Interview as a means of data generation 3–5 ECTS (Language of instruction: English)
BIO2310 Mathematics and statistics for bioinformatics 4–8 ECTS (Language of instruction: English)

Advanced Statistics

MTTTA14 Matrices for Statistics and Computational Methods 5 ECTS (Language of instruction: English)
MTTTA6 Regression analysis 5 ECTS (Language of instruction: English)
MTTTS14 Statistical Modeling 1 5 ECTS (Language of instruction: English)
MTTY4 Statistics Workshop   (Language of instruction: English)

Data Science

TIETA19 Practical Programming in Python 5 ECTS (Language of instruction: English)
TIETA6 Data Structures 10 ECTS (Language of instruction: English)
TIETS31 Knowledge Discovery 5–10 ECTS (Language of instruction: English)
MTTTS16 Learning from Multiple Sources 5 ECTS (Language of instruction: English)
BIO4395 Bioinformatics work course 5 ECTS (Language of instruction: English)
Period (22-Oct-2018 – 14-Dec-2018)

Basics Statistics

BIO2310 Mathematics and statistics for bioinformatics 4–8 ECTS (Language of instruction: English) Continues from the previous period
MTTTP1 Introduction to Statistics 5 ECTS (Language of instruction: English)

Advanced Statistics

MTTY4 Statistics Workshop   (Language of instruction: English) Continues from the previous period
MTTTS13 Introduction to Bayesian Analysis 2 5 ECTS (Language of instruction: English)

Data Science

TIETA6 Data Structures 10 ECTS (Language of instruction: English) Continues from the previous period
TIETS31 Knowledge Discovery 5–10 ECTS (Language of instruction: English) Continues from the previous period
MTTTS16 Learning from Multiple Sources 5 ECTS (Language of instruction: English) Continues from the previous period
BIO4395 Bioinformatics work course 5 ECTS (Language of instruction: English) Continues from the previous period
BIO2085 Bioinformatics tools (autumn 2018) 3 ECTS (Language of instruction: English)
TIETA17 Introduction to Big Data Processing 5 ECTS (Language of instruction: English)
TIETS43 Recommender Systems 5 ECTS (Language of instruction: English)

Teaching in the Spring Semester 2019

Period (7-Jan-2019 – 3-Mar-2019)

Advanced Statistics

MTTY4 Statistics Workshop   (Language of instruction: English) Continues from the previous period
MTTTA4 Statistical Inference 1 5 ECTS (Language of instruction: English)

Data Science

TIETS44 Big Data Entity Resolution 5 ECTS (Language of instruction: English)
TIETS07 Neurocomputing 5 ECTS (Language of instruction: English)
TAYJ024 Visualization of Quantitative Data 2 ECTS (Language of instruction: English)
TIETS46 Distributed Systems 5 ECTS (Language of instruction: English)
MTTTS17 Dimensionality Reduction and Visualization 5 ECTS (Language of instruction: English)
BIO2450 Advanced bioinformatics tools 5 ECTS (Language of instruction: English)
TIETS13 Advanced Functional Programming 10 ECTS (Language of instruction: English)
Period (4-Mar-2019 – 26-May-2019)

Advanced Statistics

MTTY4 Statistics Workshop   (Language of instruction: English) Continues from the previous period
MTTTS12 Introduction to Bayesian Analysis 1 5 ECTS (Language of instruction: English)
MTTA2 Modern Applied Regression Techniques 5 ECTS (Language of instruction: English)

Data Science

TAYJ024 Parametric and Non-Parametric Statistics 5 ECTS (Language of instruction: English)
MTTTS17 Dimensionality Reduction and Visualization 5 ECTS (Language of instruction: English) Continues from the previous period
BIO2450 Advanced bioinformatics tools 5 ECTS (Language of instruction: English) Continues from the previous period
TIETS13 Advanced Functional Programming 10 ECTS (Language of instruction: English) Continues from the previous period
BIO2085 Bioinformatics tools (spring 2019) 3 ECTS (Language of instruction: English)
TAYJ029 Practical Introduction to Data Mining 4 ECTS (Language of instruction: English)
MTTS1 Statistical Analysis with Missing Data (advanced) 5 ECTS (Language of instruction: English)
BIO4450 High-throughput data analysis 5 ECTS (Language of instruction: English)