Aurora University | Accredited University in India

BCA Data Science Course Structure

Term I

S.No	Layer	Code	Course	L	P	C
1	Core Education	MA108	Matrix Algebra	3	0	3
2	Core Education	CS101	Computer Essentials	3	2	4
3	Foreign Language	FL10X	Foreign Language(Elective)-A1	3	0	0
4	External Certification	EC101	Cambridge English B1	0	0	0
5	External Certification	EC102	Microsoft Office Specialist : Word 2013	0	0	1
6	Talent & Enrichment	TE-101	Elective -I	0	2	0
Total				9	4	8

Term II

S.No	Layer	Code	Course	L	P	C
1	Core Education	MA106	Probability and Distribution	3	2	4
2	Core Education	CS102	C Programming	3	2	4
3	Core Education	CA101	Operating Systems	3	2	4
4	Foreign Language	FL10X	Foreign Language(Elective)-A1	3	0	0
5	External Certification	EC101	Cambridge English B1	0	0	0
6	External Certification	EC202	Microsoft Office Specialist : Excel 2013	0	0	1
7	Talent & Enrichment	TE-101	Elective -I	0	2	0
Total				12	8	13

Term III

S.No	Layer	Code	Course	L	P	C
1	Core Education	MA107	Fundamentals of Statistics & Analysis	3	0	3
2	Core Education	CS103	Data Structures	3	2	4
3	Core Education	CA102	OOPs with C++	3	2	4
4	Core Education	CA103	Data Base Management Systems	3	2	4
5	Foreign Language	FL10X	Foreign Language(Elective)-A1	3	0	1
6	External Certification	EC101	Cambridge English B1	0	0	1
7	External Certification	EC302	Microsoft Office Specialist : Power Point 2013	0	0	1
8	Talent & Enrichment	TE101	Elective -I	0	2	0
Total				15	8	18

Term IV

S.No	Layer	Code	Course	L	P	C
1	Core Education	HY101	Indian Heritage and Culture	2	0	2
2	Core Education	IE301	Internship-I	0	8	4
3	Foreign Language	FL20X	Foreign Language(Elective)-A2	3	0	0
4	External Certification	EC104	Dynamic Public Speaking-1&2	0	0	1
5	External Certification	EC201	Cambridge English B2	0	0	0
6	Talent & Enrichment	TE101	Elective-I	0	2	3
Total				5	10	10

Term I

S.No	Layer	Code	Course	L	P	C
1	Core Education	MA109	Mathematical Foundations of Computer Science	3	0	3
2	Core Education	MS101	Managerial Economics and Financial Accounting	3	0	3
3	Core Education	CA201	GO Programming	3	2	4
4	Core Education	CA202	Java Programming	3	2	4
5	Core Education	CA203	Management Information Systems	3	2	4
6	Foreign Language	FL20X	Foreign Language(Elective)-A2	3	0	0
7	Research Education	RE101	Research Methodology	2	0	2
8	External Certification	EC201	Cambridge English B2	0	0	1
9	External Certification	EC204	Dynamic Public Speaking-3&4	0	0	1
10	Talent & Enrichment	TE201	Elective-II	0	2	0
Total				20	8	22

Term II

S.No	Layer	Code	Course	L	P	C
1	Core Education	CA204	Advanced Java Programming	3	2	4
2	Core Education	CA205	Software Engineering	3	2	4
3	Core Education	CA206	Python Programming	3	2	4
4	Core Education	CA207	Theory of Computation	3	0	3
5	Foreign Language	FL20X	Foreign Language(Elective)-A2	3	0	1
6	Research Education	RE102	Research Publication & Ethics	2	0	2
7	External Certification	EC301	Cambridge English C1	0	0	0
8	External Certification	EC103	Professional Certification - 1	0	0	0
9	Talent & Enrichment	TE201	Elective-II	0	2	0
Total				17	8	18

Term III

S.No	Layer	Code	Course	L	P	C
1	Core Education	CA208	Design and Analysis of Algorithms	3	2	4
2	Core Education	CA209	Artificial Intelligence	3	2	4
3	Core Education	CA210	Data Communications and Computer Networks	3	2	4
4	Core Education	CA211	Computer Organisation	3	0	3
5	Foreign Language	FL30X	Foreign Language(Elective)-B1	3	0	0
6	Research Education	RE103	Theory of Knowledge	2	0	2
7	External Certification	EC301	Cambridge English C1	0	0	0
8	External Certification	EC103	Professional Certification - 1	0	0	0
9	Talent & Enrichment	TE201	Elective-II	0	2	0
Total				17	8	17

Term IV

S.No	Layer	Code	Course	L	P	C
1	Core Education	HY102	Constitution of India	2	0	2
2	Core Education	HY103	Gender Sensitisation	2	0	2
3	Core Education	IE302	Internship-II	0	8	4
4	Foreign Language	FL30X	Foreign Language(Elective)-B1	3	0	0
5	Research Education	RE201	Hot House - 1	1	0	1
6	External Certification	EC301	Cambridge English C1	0	0	2
7	External Certification	EC103	Professional Certification - 1	0	0	2
8	Talent & Enrichment	TE201	Elective-II	0	2	3
Total				8	10	16

Term I

S.No	Layer	Code	Course	L	P	C
1	Core Education	CA301	Web Technologies	3	2	4
2	Core Education	CA302	Data Mining	3	2	4
3	Core Education	CA303	EDA	3	2	4
4	Core Education	CA304	Compiler Design	3	0	3
5	Core Education	CA305	Software Project Management	3	0	3
6	Foreign Language	FL30X	Foreign Language(Elective)-B1	3	0	0
7	External Certification	EC401	Cambridge English-C2	0	0	0
8	External Certification	EC203	Professional Certification - 2	0	0	0
9	Talent & Enrichment	TE301	Elective-III	0	2	0
Total				18	8	18

Term II

S.No	Layer	Code	Course	L	P	C
1	Core Education	CA401	Machine Learning	3	2	4
2	Core Education	CA306	STM	3	2	4
3	Core Education	CA307	Computer Graphics	3	2	4
4	Core Education	CA308	Cloud Computing	3	0	3
5	Foreign Language	FL30X	Foreign Language(Elective)-B1	3	0	1
6	External Certification	EC401	Cambridge English-C2	0	0	0
7	External Certification	EC203	Professional Certification - 2	0	0	0
8	Talent & Enrichment	TE301	Elective-III	0	2	0
Total				15	8	16

Term III

S.No	Layer	Code	Course	L	P	C
1	Core Education	CA309	Mobile Application Development	3	2	4
2	Core Education	CA402	Data Science with R Programming	3	2	4
3	Core Education	CA403	Big Data with Scala	3	2	4
4	Core Education	CA404	Advanced Databases	3	0	3
5	Core Education	PE-1	Elective-I	3	0	3
6	Foreign Language	FL40X	Foreign Language(Elective)-B2	3	0	0
7	External Certification	EC401	Cambridge English-C2	0	0	0
8	External Certification	EC203	Professional Certification - 2	0	0	0
9	Talent & Enrichment	TE301	Elective-III	0	2	0
Total				18	8	18

Term IV

S.No	Layer	Code	Course	L	P	C
1	Core Education	SS201	Community Engagement	0	2	1
2	Core Education	HY105	Indian Classical Text - Elective	2	0	2
3	Core Education	IE303	Internship-III	0	8	4
4	Foreign Language	FL40X	Foreign Language(Elective)-B2	3	0	0
5	Research Education	RE202	Hot House - 2	1	0	1
6	Research Education	RE401	Conference Paper Publication	0	0	1
7	External Certification	EC401	Cambridge English-C2	0	0	2
8	External Certification	EC203	Professional Certification - 2	0	0	2
9	Talent & Enrichment	TE301	Elective-III	0	2	3
Total				6	12	16

Term I

S.No	Layer	Code	Course	L	P	C
1	Core Education	CA405	Data Visualization	3	2	4
2	Core Education	CA406	Information Retrieval Systems	3	0	3
3	Core Education	CA407	Natural Language Processing	2	2	3
4	Core Education	CA408	Distributed Systems	3	0	3
5	Core Education	PE-3	Elective-II	3	0	3
6	Foreign Language	FL40X	Foreign Language(Elective)-B2	3	0	0
7	External Certification	EC303	Professional Certificate-3	0	0	0
Total				17	4	16

Term II

S.No	Layer	Code	Course	L	P	C
1	Core Education	CA409	Web Mining	2	2	3
2	Core Education	CA410	Data Analytics	3	2	4
3	Core Education	CA411	Block Chain	3	0	3
4	Core Education	PE-3	Elective-III	3	0	3
5	Foreign Language	FL40X	Foreign Language(Elective)-B2	3	0	1
6	External Certification	EC303	Professional Certificate-3	0	0	0
Total				14	4	14

Term III

S.No	Layer	Code	Course	L	P	C
1	Core Education	CA412	Semantic Web	3	0	3
2	Core Education	CA413	Business Analytics	2	2	3
3	Core Education	IE401	Major Project-I	0	16	8
4	Research Education	RE203	Honours Essay	1	0	1
5	External Certification	EC303	Professional Certificate-3	0	0	0
Total				6	18	15

Term IV

S.No	Layer	Code	Course	P	C
1	Core Education	IE402	Major Project - 2	28	14
2	Research Education	RE403	Journal Publication	0	2
3	External Certification	EC303	Professional Certificate-3	0	0
Total				28	18

We offer a unique approach to elective courses by allowing students to choose any two specialized streams from a selection of five with three subjects in each stream. Each stream comprises carefully curated subjects designed to align with current market demands and industry relevance. This flexibility empowers students to tailor their education to their interests and career aspirations, ensuring they acquire in-depth knowledge and skills in areas that are highly sought after in the professional world. Through these specialized streams, students are well-prepared to excel in their chosen fields, making them highly competitive and industry-ready upon graduation.

Artificial Intelligence & Machine Learning
Deep Learning Natural Language Processing Applied Machine Learning Expert Systems Computer Vision Reinforcement Learning Generative AI

Internet of Things
Sensor Technologies IoT System Architecture IoT Device Programming FoG Computing Edge Computing IoT Security Industrial IoT

Data Science
Information Retrieval Systems Data Analytics Data Visualization Distributed Database Systems Big Data Technologies Cloud Computing for Big Data

Cyber Security
Digital Forensics Malware Analysis Information Security Blockchain Technologies Ethical Hacking Cloud Security

Software Engineering
Software Architecture and Design Patterns Software Project Management Software Testing Methodologies Software Reliability Techniques Software Risk Management Software Quality Assurance

We offer open electives that allow students to choose subjects from other departments and schools based on their interests.

Wide range of foreign Languages like French, German, Spanish, Japanese, Arabic etc.. are offered to empower students with cross-cultural competence, global perspective, and communication skills.

Our Talent Enrichment activities in the following categories nurture students unique talents fostering holistic growth and preparing them for success in a dynamic world.

BCA Data Science Course Structure

Term I

Term II

Term III

Term IV

Term I

Term II

Term III

Term IV

Term I

Term II

Term III

Term IV

Term I

Term II

Term III

Term IV

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