Master's Degree Programme in Computational Big 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)

Teaching schedule for Master's Degree Programme in Computational Big Data Analytics.

See the Curricula for requirements of General, Advanced and Other and Optional Studies.

Correspondence between old and new courses, statistics curricula 2012-2015 compared to CBDA curricula 2015-2018, can be found in separate document (finnish only).

Course registration

Period I: Wed 1.8. - Sun 2.9.2018
Period II: Mon 17.9. - Sun 14.10.2018
Period III: Mon 26.11.2018 - Wed 2.1.2019
Period IV: Mon 28.1.- Sun 24.2.2019

See the course information for instructions on course registration. If a student has registered for a course but will not be taking it, he/she must cancel his/her registration. If a student does not participate in the course and does not cancel his/her enrolment by the time set by the teacher, or if he/she discontinues the course, he/she will be assigned a fail grade for the course in question.

Course feedback

Course feedback can be given through the course-specific questionnaire opened by the teacher responsible.

Cross-Institutional Studies (Tampere3)

Service for Cross-Institutional Studies lists courses offered to all degree students at Tampere University of Applied Sciences, Tampere University of Technology and the University of Tampere. For instructions and details, see the service.

Recommended and/or interesting studies for CBDA-students include

  • MAT-02506 Probability Calculus (4 ECTS), and
  • MAT-63807 Introduction to data mining: The B-course and GUHA-method (5 ECTS).

For details, see information on Cross-Institutional Studies in TUT (below).

Final grade and graduation

Final grade in Advanced studies (for degree certificate) can be asked from study coordinators (mtt-studies@uta.fi, cs-studies@uta.fi).

See also: Applying for the degree certificate and graduation deadlines.

Other studies

Cross-Institutional Studies in TUT   (Language of instruction: English)

Teaching in the Autumn Semester 2018

Period (27-Aug-2018 – 21-Oct-2018)

General Studies in Master's Degree Programmes given in English

LUOYY006 Orientation - General Orientation Course for International Students 2 ECTS (Language of instruction: English)
LUOYY004 Personal Study Planning 1 ECTS (Language of instruction: English)
LUOYY005 Study Skills - Basics of Information Literacy 1 ECTS (Language of instruction: English)
KKENMP3 Scientific Writing - Module A - Writing Clinic 3 ECTS (Language of instruction: English)
KKENMP3 Scientific Writing - Module B - Thesis Writing (online) 2 ECTS (Language of instruction: English)
KKSU1 Finnish Elementary Course 1 (taught in 1. & 2. period) 3 ECTS (Language of instruction: English)
KKSU1 Finnish Elementary Course 1 (taught in 1. period) 3 ECTS (Language of instruction: English)
YKYYV07 Introduction to Science and Research (autumn) 2–5 ECTS (Language of instruction: English)

Other and Optional Studies and Complementing Studies

TIETA6 Data Structures 10 ECTS (Language of instruction: English)
TIETA19 Practical Programming in Python 5 ECTS (Language of instruction: English)
MTTTA14 Matrices for Statistics and Computational Methods 5 ECTS (Language of instruction: English)
MTTY4 Statistics Workshop   (Language of instruction: English)

Advanced Studies in CBDA

MTTTS11 Master's Seminar and Thesis - seminar 40 ECTS (Language of instruction: English)
MTTTS16 Learning from Multiple Sources 5 ECTS (Language of instruction: English)
TIETS31 Knowledge Discovery 5–10 ECTS (Language of instruction: English)
MTTTS14 Statistical Modeling 1 5 ECTS (Language of instruction: English)
Period (22-Oct-2018 – 14-Dec-2018)

General Studies in Master's Degree Programmes given in English

LUOYY004 Personal Study Planning 1 ECTS (Language of instruction: English) Continues from the previous period
KKENMP3 Scientific Writing - Module A - Writing Clinic 3 ECTS (Language of instruction: English) Continues from the previous period
KKENMP3 Scientific Writing - Module A - Writing Clinic 3 ECTS (Language of instruction: English)
KKENMP3 Scientific Writing - Module B - Thesis Writing (online) 2 ECTS (Language of instruction: English) Continues from the previous period
KKSU1 Finnish Elementary Course 1 (taught in 1. & 2. period) 3 ECTS (Language of instruction: English) Continues from the previous period
YKYYV07 Introduction to Science and Research (autumn) 2–5 ECTS (Language of instruction: English) Continues from the previous period

Other and Optional Studies and Complementing Studies

MTTTP1 Introduction to Statistics 5 ECTS (Language of instruction: English)
TIETA6 Data Structures 10 ECTS (Language of instruction: English) Continues from the previous period
TIETA17 Introduction to Big Data Processing 5 ECTS (Language of instruction: English)
MTTY4 Statistics Workshop   (Language of instruction: English) Continues from the previous period

Advanced Studies in CBDA

MTTTS11 Master's Seminar and Thesis - seminar 40 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
TIETS31 Knowledge Discovery 5–10 ECTS (Language of instruction: English) Continues from the previous period
TIETS43 Recommender Systems 5 ECTS (Language of instruction: English)
MTTTS13 Introduction to Bayesian Analysis 2 5 ECTS (Language of instruction: English)

Teaching in the Spring Semester 2019

Period (7-Jan-2019 – 3-Mar-2019)

General Studies in Master's Degree Programmes given in English

LUOYY004 Personal Study Planning 1 ECTS (Language of instruction: English) Continues from the previous period
KKENMP3 Scientific Writing - Module A - Writing Clinic 3 ECTS (Language of instruction: English) Continues from the previous period
KKENMP3 Scientific Writing - Module A - Writing Clinic 3 ECTS (Language of instruction: English) Continues from the previous period
KKENMP3 Scientific Writing - Module B - Thesis Writing (online) 2 ECTS (Language of instruction: English) Continues from the previous period
KKSU1 Finnish Elementary Course 1 (taught in 3. period) 3 ECTS (Language of instruction: English)
YKYYKV1 Finnish Society and Culture (spring) 3–5 ECTS (Language of instruction: English)
YKYYV07 Introduction to Science and Research (spring) 2–5 ECTS (Language of instruction: English)

Other and Optional Studies and Complementing Studies

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

Advanced Studies in CBDA

MTTTS11 Master's Seminar and Thesis - seminar 40 ECTS (Language of instruction: English) Continues from the previous period
MTTTS17 Dimensionality Reduction and Visualization 5 ECTS (Language of instruction: English)
TIETS44 Big Data Entity Resolution 5 ECTS (Language of instruction: English)
TIETS07 Neurocomputing 5 ECTS (Language of instruction: English)
MTTS1 Functional and Shape Data Analysis 5 ECTS (Language of instruction: English)
SGN-41007 Pattern Recognition and Machine Learning 5 ECTS (Language of instruction: English)
Period (4-Mar-2019 – 26-May-2019)

General Studies in Master's Degree Programmes given in English

LUOYY004 Personal Study Planning 1 ECTS (Language of instruction: English) Continues from the previous period
KKENMP3 Scientific Writing - Module A - Writing Clinic 3 ECTS (Language of instruction: English) Continues from the previous period
KKENMP3 Scientific Writing - Module B - Thesis Writing (online) 2 ECTS (Language of instruction: English) Continues from the previous period
YKYYKV1 Finnish Society and Culture (spring) 3–5 ECTS (Language of instruction: English) Continues from the previous period

Other and Optional Studies and Complementing Studies

MTTY4 Statistics Workshop   (Language of instruction: English) Continues from the previous period
TIETS05 Digital Image Processing - Self-studying 5 ECTS (Language of instruction: English)

Advanced Studies in CBDA

MTTTS11 Master's Seminar and Thesis - seminar 40 ECTS (Language of instruction: English) Continues from the previous period
MTTTS12 Introduction to Bayesian Analysis 1 5 ECTS (Language of instruction: English)
MTTTS17 Dimensionality Reduction and Visualization 5 ECTS (Language of instruction: English) Continues from the previous period
MTTS1 Statistical Analysis with Missing Data (advanced) 5 ECTS (Language of instruction: English)