Westsächsische Hochschule Zwickau - Modulux: Study programmes

The manual of modules is being generated. Please be patient for a moment.250-2023 – Data Science

Study programme number

250

Study programme

Data Science
Data Science

Faculty

Physikalische Technik / Informatik

Degree

Bachelor

First matriculation

2023

Standard period of study in semesters

7 Semester

Required credits

210

Mode of Studying

Can be studied full-time

Study model

Regulations

Studienordnung ab 2023
Valid from: WS 2023

Prüfungsordnung ab 2023
Valid from: WS 2023

Änderungssatzung vom 12. Mai 2023
Valid from: WS 2023

Änderungssatzung vom 14. Juli 2023
Valid from: SS 2024

Studienordnung ab Sommersemester 2024
Valid from: SS 2024

Änderungssatzung vom 19. Januar 2024
Valid from: WS 2023

☰

1. Semester
Module number			Module	Course language	ECTS	SPW							Details
Module number			Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
PTI01710			Mathematical Foundations I	Deutsch - 90% Englisch - 10%	10	9		6	2	1
PTI01810			Data Science I, Introduction to Python and Data Preprocessing	Deutsch - 80% Englisch - 20%	10	9		6		3
SPR06720			English for Students of Data Science	Englisch - 100%	5	4		4
Subtotal					25	22		16	2	4
	Studienrichtung
		"Data Science mit Praxispartner"
		Module number	Module	Course language	ECTS	SPW							Details
		Module number	Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
		PTI17010	Internship - Phase 1	Deutsch - 80% Englisch - 20%	5
		Subtotal			5
		"Data Science mit Praxissemester"
		Module number	Module	Course language	ECTS	SPW							Details
		Module number	Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
		WIW03330	Business Informatics	Deutsch - 100%	5	6	4		2
		Subtotal			5	6	4		2
Total Sum					30			16		4

2. Semester
Module number			Module	Course language	ECTS	SPW							Details
Module number			Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
PTI01720			Mathematical Foundations II	Deutsch - 90% Englisch - 10%	10	9		6	2	1
PTI01740			Data Analysis	Deutsch - 100%	5	6		4		2
PTI01821			Data Science II, Data Visualisation and Supervised Learning	Deutsch - 80% Englisch - 20%	10	8		6		2
Subtotal					25	23		16	2	5
	Studienrichtung
		"Data Science mit Praxispartner"
		Module number	Module	Course language	ECTS	SPW							Details
		Module number	Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
		PTI17020	Internship - Phase 2	Deutsch - 80% Englisch - 20%	5
		Subtotal			5
		"Data Science mit Praxissemester"
		Module number	Module	Course language	ECTS	SPW							Details
		Module number	Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
		WIW03820	Digital application systems	Deutsch - 100%	5	3		3
		Subtotal			5	3		3
Total Sum					30				2	5

3. Semester
Module number			Module	Course language	ECTS	SPW							Details
Module number			Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
PTI01730			Numerical Methods	Deutsch - 80% Englisch - 20%	5	4		3		1
PTI01831			Data Science III, Supervised and Unsupervised Learning	Deutsch - 80% Englisch - 20%	10	8		6		2
PTI06710			Database Systems 1	Deutsch - 100%	5	4		3		1
Subtotal					20	16		12		4
	Studienrichtung
		"Data Science mit Praxispartner"
		Module number	Module	Course language	ECTS	SPW							Details
		Module number	Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
		PTI17030	Internship - Phase 3	Deutsch - 80% Englisch - 20%	5
		WIW03330	Business Informatics	Deutsch - 100%	5	6	4		2
		Subtotal			10	6	4		2
		"Data Science mit Praxissemester"
		Module number	Module	Course language	ECTS	SPW							Details
		Module number	Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
		WIW03350	Information Systems	Deutsch - 100%	5	3		3
		WIW03360	E-Commerce & CRM-Systems	Deutsch - 100%	5	4		4
		Subtotal			10	7		7
Total Sum					30					4

4. Semester
Module number			Module	Course language	ECTS	SPW							Details
Module number			Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
PTI00130			Image Processing	Deutsch - 100%	5	4		3		1
PTI01841			Data Science IV, Reinforcement Learning	Deutsch - 80% Englisch - 20%	10	8		5		3
PTI01850			Statistical Learning Theory	Deutsch - 80% Englisch - 20%	5	4		4
PTI06660			Algorithms and Data Structures	Deutsch - 100%	5	4	3			1
Subtotal					25	20	3	12		5
	Studienrichtung
		"Data Science mit Praxispartner"
		Module number	Module	Course language	ECTS	SPW							Details
		Module number	Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
		PTI17040	Internship - Phase 4	Deutsch - 80% Englisch - 20%	5
		Subtotal			5
		"Data Science mit Praxissemester"
		Module number	Module	Course language	ECTS	SPW							Details
		Module number	Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
		PTI07770	Basics of technical computer science		5	5	3			2
		Subtotal			5	5	3			2
Total Sum					30			12

5. Semester
	Studienrichtung
		"Data Science mit Praxispartner"
		Module number		Module	Course language	ECTS	SPW							Details
		Module number		Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
		PTI01970		Computer Graphics and Virtual Environments	Deutsch - 100%	5	4	3			1
		PTI17050		Intershop - Closing Phase	Deutsch - 80% Englisch - 20%	10	1					1
		WIW03350		Information Systems	Deutsch - 100%	5	3		3
		WIW03360		E-Commerce & CRM-Systems	Deutsch - 100%	5	4		4
		Subtotal				25	12	3	7		1	1
			Wahlpflichtmodule aus "Wahlpflichtkatalog"mindestens 5 ECTS-Punkte sind zu erbringen
			Subtotal			5
		"Data Science mit Praxissemester"
		Module number		Module	Course language	ECTS	SPW							Details
		Module number		Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
		PTI17010		Internship - Phase 1	Deutsch - 80% Englisch - 20%	5
		PTI17020		Internship - Phase 2	Deutsch - 80% Englisch - 20%	5
		PTI17030		Internship - Phase 3	Deutsch - 80% Englisch - 20%	5
		PTI17040		Internship - Phase 4	Deutsch - 80% Englisch - 20%	5
		PTI17050		Intershop - Closing Phase	Deutsch - 80% Englisch - 20%	10	1					1
		Subtotal				30	1					1
Total Sum						30

6. Semester
Module number				Module	Course language	ECTS	SPW							Details
Module number				Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
PTI01860				Modern Methods in Data Science and Applications I	Deutsch - 80% Englisch - 20%	10	8		4		2	2
SPR06600				Introduction into Computational Linguistics and Intelligent Text Processing	Deutsch - 100%	5	3	3
Subtotal						15	11	3	4		2	2
	Studienrichtung
		"Data Science mit Praxispartner"
		Module number		Module	Course language	ECTS	SPW							Details
		Module number		Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
		PTI07770		Basics of technical computer science		5	5	3			2
		WIW03820		Digital application systems	Deutsch - 100%	5	3		3
		Subtotal				10	8	3	3		2
			Wahlpflichtmodule aus "Wahlpflichtkatalog"mindestens 5 ECTS-Punkte sind zu erbringen
			Subtotal			5
		"Data Science mit Praxissemester"
			Wahlpflichtmodule aus "Wahlpflichtkatalog"mindestens 15 ECTS-Punkte sind zu erbringen
			Subtotal			15
Total Sum						30

7. Semester
Module number				Module	Course language	ECTS	SPW							Details
Module number				Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
PTI01800				Bachelor project	Deutsch - 80% Englisch - 20%	12
PTI01870				Modern Methods in Data Science and Applications II	Deutsch - 80% Englisch - 20%	8	6		3			3
Subtotal						20	6		3			3
	Studienrichtung
		"Data Science mit Praxispartner"
			Wahlpflichtmodule aus "Wahlpflichtkatalog"mindestens 10 ECTS-Punkte sind zu erbringen
			Subtotal			10
		"Data Science mit Praxissemester"
		Module number		Module	Course language	ECTS	SPW							Details
		Module number		Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
		PTI01970		Computer Graphics and Virtual Environments	Deutsch - 100%	5	4	3			1
		Subtotal				5	4	3			1
			Wahlpflichtmodule aus "Wahlpflichtkatalog"mindestens 5 ECTS-Punkte sind zu erbringen
			Subtotal			5
Total Sum						30

Wahlpflichtkatalog (WPF-Katalog) Es müssen 20 ECTS aus dem Wahlpflichtkatalog erbracht werden.
Module number	Module	Course language	ECTS	SPW							Details
Module number	Module	Course language	ECTS	Sum	L	LE	S	I	S	PW	Details
AMB01500	Automation engineering	Deutsch - 100%	4	5	2	2		1
ELT04710	Digital Coding and Compression	Deutsch - 50% Englisch - 50%	5	5		2		3
ELT04810	Automotive Sensors	Deutsch - 80% Englisch - 20%	5	4		3		1
PTI01960	Graph Algorithms	Deutsch - 100%	5	3	2			1
PTI01980	Elective Module to Obtain Additional Skills		5
PTI01990	Elective Module to Add Skills to the Study Focus		5
PTI02250	Measuring and sensor technology	Deutsch - 100%	6	6		4		2
PTI06680	Theoretical Computer Science	Deutsch - 100%	5	4		4
PTI06740	Scientific Work Techniques	Deutsch - 100%	5	3		1			2
PTI06800	Computer Graphics	Deutsch - 95% Englisch - 5%	5	4		2		2
PTI06960	IT Security	Deutsch - 95% Englisch - 5%	5	3		3
PTI07560	Medical Information Systems in Healthcare	Deutsch - 100%	5	4		2		2
PTI11880	Current topics and applications in the field of data science	Deutsch - 90% Englisch - 10%	5	4		4
PTI99990	Public engagement for the university and the faculty	Deutsch - 50% Englisch - 50%	5	1					1
SPR06580	Advanced Technical English for Students of Computer Science (B2+ - C1, CEFR)	Englisch - 100%	5	3					3
WIW03380	IoT-Applications & Interoperability	Deutsch - 100%	5	4	2	2

☰

1. Semester
Module number			Module	Type	Weighting in Final Grade	ECTS	Details
PTI01710			Mathematical Foundations I	PVL sP (120 min)	200%	10
PTI01810			Data Science I, Introduction to Python and Data Preprocessing	PVL sP (120 min)	200%	10
SPR06720			English for Students of Data Science	PVL aPL (15 min) sP (90 min)	100%	5
	Studienrichtung
		"Data Science mit Praxispartner"
		Module number	Module	Type	Weighting in Final Grade	ECTS	Details
		PTI17010	Internship - Phase 1	aPL		5
		"Data Science mit Praxissemester"
		Module number	Module	Type	Weighting in Final Grade	ECTS	Details
		WIW03330	Business Informatics	sP (120 min)	100%	5

2. Semester
Module number			Module	Type	Weighting in Final Grade	ECTS	Details
PTI01720			Mathematical Foundations II	PVL sP (120 min)	200%	10
PTI01740			Data Analysis	PVL sP (120 min)	100%	5
PTI01821			Data Science II, Data Visualisation and Supervised Learning	PVL mP (30 min)	200%	10
	Studienrichtung
		"Data Science mit Praxispartner"
		Module number	Module	Type	Weighting in Final Grade	ECTS	Details
		PTI17020	Internship - Phase 2	aPL		5
		"Data Science mit Praxissemester"
		Module number	Module	Type	Weighting in Final Grade	ECTS	Details
		WIW03820	Digital application systems	aPL (20 min) sP (60 min)	100%	5

3. Semester
Module number			Module	Type	Weighting in Final Grade	ECTS	Details
PTI01730			Numerical Methods	PVL sP (120 min)	100%	5
PTI01831			Data Science III, Supervised and Unsupervised Learning	PVL mP (30 min)	200%	10
PTI06710			Database Systems 1	PVL sP (90 min)	100%	5
	Studienrichtung
		"Data Science mit Praxispartner"
		Module number	Module	Type	Weighting in Final Grade	ECTS	Details
		PTI17030	Internship - Phase 3	aPL		5
		WIW03330	Business Informatics	sP (120 min)	100%	5
		"Data Science mit Praxissemester"
		Module number	Module	Type	Weighting in Final Grade	ECTS	Details
		WIW03350	Information Systems	sP (90 min)	100%	5
		WIW03360	E-Commerce & CRM-Systems	aPL (30 min)	100%	5

4. Semester
Module number			Module	Type	Weighting in Final Grade	ECTS	Details
PTI00130			Image Processing	PVL sP (90 min)	100%	5
PTI01841			Data Science IV, Reinforcement Learning	PVL mP (30 min)	200%	10
PTI01850			Statistical Learning Theory	sP (60 min)	100%	5
PTI06660			Algorithms and Data Structures	PVL PVL sP (120 min)	100%	5
	Studienrichtung
		"Data Science mit Praxispartner"
		Module number	Module	Type	Weighting in Final Grade	ECTS	Details
		PTI17040	Internship - Phase 4	aPL		5
		"Data Science mit Praxissemester"
		Module number	Module	Type	Weighting in Final Grade	ECTS	Details
		PTI07770	Basics of technical computer science	PVL sP (90 min)	100%	5


Studienrichtung
	"Data Science mit Praxispartner"
	Module number		Module	Type	Weighting in Final Grade	ECTS	Details
	PTI01970		Computer Graphics and Virtual Environments	mP (30 min)	100%	5
	PTI17050		Intershop - Closing Phase	aPL aPL	200%	10
	WIW03350		Information Systems	sP (90 min)	100%	5
	WIW03360		E-Commerce & CRM-Systems	aPL (30 min)	100%	5
		Wahlpflichtmodule aus "Wahlpflichtkatalog"mindestens 5 ECTS-Punkte sind zu erbringen
	"Data Science mit Praxissemester"
	Module number		Module	Type	Weighting in Final Grade	ECTS	Details
	PTI17010		Internship - Phase 1	aPL		5
	PTI17020		Internship - Phase 2	aPL		5
	PTI17030		Internship - Phase 3	aPL		5
	PTI17040		Internship - Phase 4	aPL		5
	PTI17050		Intershop - Closing Phase	aPL aPL	200%	10

6. Semester
Module number				Module	Type	Weighting in Final Grade	ECTS	Details
PTI01860				Modern Methods in Data Science and Applications I	aPL	200%	10
SPR06600				Introduction into Computational Linguistics and Intelligent Text Processing	aPL (30 min)	100%	5
	Studienrichtung
		"Data Science mit Praxispartner"
		Module number		Module	Type	Weighting in Final Grade	ECTS	Details
		PTI07770		Basics of technical computer science	PVL sP (90 min)	100%	5
		WIW03820		Digital application systems	aPL (20 min) sP (60 min)	100%	5
			Wahlpflichtmodule aus "Wahlpflichtkatalog"mindestens 5 ECTS-Punkte sind zu erbringen
		"Data Science mit Praxissemester"
			Wahlpflichtmodule aus "Wahlpflichtkatalog"mindestens 15 ECTS-Punkte sind zu erbringen

7. Semester
Module number				Module	Type	Weighting in Final Grade	ECTS	Details
PTI01800				Bachelor project	BA KO (45 min)	990%	12
PTI01870				Modern Methods in Data Science and Applications II	aPL	160%	8
	Studienrichtung
		"Data Science mit Praxispartner"
			Wahlpflichtmodule aus "Wahlpflichtkatalog"mindestens 10 ECTS-Punkte sind zu erbringen
		"Data Science mit Praxissemester"
		Module number		Module	Type	Weighting in Final Grade	ECTS	Details
		PTI01970		Computer Graphics and Virtual Environments	mP (30 min)	100%	5
			Wahlpflichtmodule aus "Wahlpflichtkatalog"mindestens 5 ECTS-Punkte sind zu erbringen

Wahlpflichtkatalog (WPF-Katalog) Es müssen 20 ECTS aus dem Wahlpflichtkatalog erbracht werden.
Module number	Module	Type	Weighting in Final Grade	ECTS	Details
AMB01500	Automation engineering	PVL sP (90 min)	80%	4
ELT04710	Digital Coding and Compression	PVL PVL sP (90 min)	100%	5
ELT04810	Automotive Sensors	PVL aPL (30 min)	100%	5
PTI01960	Graph Algorithms	mP (30 min)	100%	5
PTI01980	Elective Module to Obtain Additional Skills	PVL sjM	100%	5
PTI01990	Elective Module to Add Skills to the Study Focus	PVL sjM	100%	5
PTI02250	Measuring and sensor technology	PVL sP (120 min)	120%	6
PTI06680	Theoretical Computer Science	PVL sP (120 min)	100%	5
PTI06740	Scientific Work Techniques	PVL aPL	100%	5
PTI06800	Computer Graphics	PVL mP (20 min)	100%	5
PTI06960	IT Security	sP (90 min)	100%	5
PTI07560	Medical Information Systems in Healthcare	PVL sP (90 min)	100%	5
PTI11880	Current topics and applications in the field of data science	aPL	100%	5
PTI99990	Public engagement for the university and the faculty	aPL (30 min)	100%	5
SPR06580	Advanced Technical English for Students of Computer Science (B2+ - C1, CEFR)	PVL sP (90 min) aPL (20 min)	100%	5
WIW03380	IoT-Applications & Interoperability	aPL (30 min)	100%	5

The manual of modules is being generated. Please be patient for a moment.250-2023 – Data Science

General