Announcement:
Be a leading IT professional with skills that are acknowledged nationally and internationally. Our B.Sc. Data Science course offered at ICCS will provide you technical understanding of core concepts used in computer science and skills required to develop computer systems applications. With a good mix of practical and theoretical classes, our curriculum is designed through Outcome Based Education (OBE) by implementing the NEP2020 which equips students with project based learning, a practically oriented syllabus, co-curricular and extra- curricular activities.
B.Sc. Data Science course offers hands-on coding practice for traditional coding languages like C, Java, R and Python along with an extensive knowledge suite for new technologies. These factors gain the coding expertise needed for the industry!
While studying your B.Sc. Data Science degree at ICCS, you will use our well-equipped labs to gain experience in the latest tools and software’s used in the industry. Our course is affiliated with Savitribai Phule Pune University.
NAAC is an autonomous institution established by the UGC in 1994. The aim of NAAC is to assess and accredit institutions of higher learning with all objective of helping them to work continuously to improve the quality of education. ICCS has been accredited with ‘A’ grade by “National Accreditation and Assessment Council” (NAAC) with 3.12 under CGPA in 2020.
Indira College of Commerce & Science, Pune strives to deliver all-around development for its students. With this goal in mind, Indira College of Commerce & Science continually organizes various co-curricular, and extracurricular activities for the students, alongside academics, such as:
In addition to above activities, we strives to cultivate the technical knowledge of B.Sc. Computer Science students by providing them facilities such as :
Under the wings of Shree Chanakya Education Society (SCES) Indira College of Commerce and Science (ICCS) has been accredited with ‘A’ grade by NAAC with 3.12 under CGPA in 2020 for quality of Education. National Accreditation and Assessment Council (NAAC) is an autonomous instituting established by the UGC in 1994. The aim of NAAC is to assess and accredit institutions of higher learning with all objective of helping them to work continuously to improve the quality of education.
The admission to the B.Sc. Data Science degree program at Indira College of Commerce & Science, Pune is purely on the merit basis.
The entry requirements for B.Sc. Data Science undergraduate program are detailed below.
Semester I
SEMESTER 1 | ||||||||
Bachelors of Data Science (Data Science) | ||||||||
Course Type | Course | Course Code | Course/Paper Title | Hours/ Week | Credit | CIA | ESE | Total |
Major Mandatory (4+2) | Major Paper 1 (theory) | BDS-101 | Problem Solving using C Programming | 4 | 4 | 30 | 70 | 100 |
Major Paper 2 (theory) | BDS-102 | Data Base Management System | 2 | 2 | 15 | 35 | 50 | |
Major Electives | ~ | ~ | ~ | ~ | ~ | ~ | ~ | |
Minor | ~ | ~ | ~ | ~ | ~ | ~ | ~ | |
OE (2+2) | ~ | BDS-103 | Commerce Basket | 2 | 4 | 15 | 35 | 50 |
BDS-104 | Management Basket | 2 | 15 | 35 | 50 | |||
VSC (2) | Major Specific Practical 1 | BDS-105 | Computer Laboratory based on Problem Solving using C Programming and Data Base Management System | 2 | 2 | 15 | 35 | 50 |
SEC (2) | Skill Paper 1 | BDS-106 | Mathematical Foundations for Data Science | 2 | 2 | 15 | 35 | 50 |
AEC (2) | English Theory | BDS-107 | Technical English-I | 2 | 2 | 15 | 35 | 50 |
VEC (2) | EVS Theory | BDS-108 | Environmental Science | 2 | 2 | 15 | 35 | 50 |
IKS (2) | Major Specific Theory | BDS-109 | Vedic Mathematics | 2 | 2 | 15 | 35 | 50 |
CC (2) | CC Course 1 | BDS-110 | Health and Wellness, Yoga education, Sports and Fitness, Cultural Activities, NSS/NCC and Fine /Applied/ Visual/Performing Arts | 2 | 2 | 50 | ~ | 50 |
Total | 22 | 22 | 200 | 350 | 550 |
Semester II
SEMESTER 2 | ||||||||
Course Type | Course | Course Code | Course/Paper Title | Hours/ Week | Credit | CIA | ESE | Total |
Major Mandatory (4+2) | Major Paper 3 (theory) | BDS-201 | Section-I: Introduction to Data Science | 4 | 4 | 30 | 70 | 100 |
BDS-202 | Section-II: Introduction to R Programming | 2 | 2 | 15 | 35 | 50 | ||
Major Paper 4 (theory) | BDS-203 | Descriptive Statistics | 2 | 2 | 15 | 35 | 50 | |
Major Electives | ~ | ~ | ~ | ~ | ~ | ~ | ~ | |
Minor | Minor Paper 1 | BDS-204 | Matrix Algebra | 2 | 2 | 15 | 35 | 50 |
OE (2+2) | ~ | BDS-205 | Commerce Basket | 2 | 4 | 15 | 35 | 50 |
BDS-206 | Management Basket | 2 | 15 | 35 | 50 | |||
VSC (2) | Major Specific Practical 2 | BDS-207 | Practical Based on Introduction to R Programming and Descriptive Statistics | 2 | 2 | 15 | 35 | 50 |
SEC (2) | Skill Paper 2 | BDS-208 | SEC: Data Security and Privacy | 2 | 2 | 15 | 35 | 50 |
AEC (2) | English Theory | BDS-209 | AEC: Technical English-II | 2 | 2 | 15 | 35 | 50 |
VEC (2) | EVS Theory | BDS-210 | VEC: DEMOCRACY, ELECTION AND GOVERNANCE | 2 | 2 | 15 | 35 | 50 |
IKS (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
CC (2) | CC 2 Course | BDS-211 | Health and Wellness, Yoga education, Sports and Fitness, Cultural Activities, NSS/NCC and Fine /Applied/ Visual/Performing Arts | 2 | 2 | 50 | ~ | 50 |
Total | 22 | 22 | 200 | 350 | 550 |
Semester III
SEMESTER 3 | ||||||||
Course Type | Course | Course Code | Course/Paper Title | Hours/ Week | Credit | CIA | ESE | Total |
Major Mandatory (4+4) | Major Paper 5 (theory) | BDS-301 | Python Programming | 4 | 4 | 30 | 70 | 100 |
Major Paper 6 (theory) | BDS-302 | Data Analytics Using R Programming | 2 | 2 | 15 | 35 | 50 | |
Major Electives | ~ | ~ | ~ | ~ | ~ | ~ | ~ | |
Minor | Minor Paper 2 | BDS-303 | Linear Algebra in Data Science | 4 | 4 | 30 | 70 | 100 |
OE (2) | ~ | BDS-304 | Commerce Basket or Management Basket | 2 | 2 | 15 | 35 | 50 |
VSC (2) | Major Specific Practical 2 | BDS-305 | Practical Based on Python Programming and Data Analytics Using R Programming | 2 | 2 | 15 | 35 | 50 |
SEC (2) | ||||||||
AEC (2) | MIL | BDS-306 | Hindi/ Marathi/ Sanskrit Language | 2 | 2 | 15 | 35 | 50 |
VEC (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
IKS (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
FP/CEP (2) | P 1 | BDS-307 | FP: Industrial Visits | 2 | 2 | 15 | 35 | 50 |
CC (2) | CC III | BDS-308 | Health and Wellness, Yoga education, Sports and Fitness, Cultural Activities, NSS/NCC and Fine /Applied/ Visual/Performing Arts | 2 | 2 | 50 | ~ | 50 |
Total | 22 | 22 | 200 | 350 | 550 |
Semester IV
SEMESTER 4 | ||||||||
Course Type | Course | Course Code | Course/Paper Title | Hours/ Week | Credit | CIA | ESE | Total |
Major Mandatory (4+2) | Major Paper 7 (theory) | BDS-401 | Section I: Advanced Python Programming | 2 | 2 | 30 | 70 | 100 |
BDS-402 | Section II: NoSQL Databases | 2 | 2 | 30 | 70 | 100 | ||
Major Paper 8 | BDS-403 | Practical Based on Advanced Python and NoSQL Databases | 4 | 4 | 30 | 70 | 100 | |
Major Electives | ~ | ~ | ~ | ~ | ~ | ~ | ~ | |
Minor | Minor Paper 3 | BDS-404 | Artificial Intelligence in Data Science | 4 | 4 | 30 | 70 | 100 |
OE (2) | ~ | BDS-405 | Commerce Basket or Management Basket | 2 | 2 | 15 | 35 | 50 |
VSC (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
SEC (2) | Skill Paper 3(Theory) | BDS-406 | Personality Development | 2 | 2 | 15 | 35 | 50 |
AEC (2) | MIL | BDS-407 | Hindi/ Marathi/ Sanskrit Language | 2 | 2 | 15 | 35 | 50 |
VEC (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
IKS (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
FP/CEP (2) | CEP 1 | BDS-408 | Projects | 2 | 2 | 15 | 35 | 50 |
CC (2) | CC IV | BDS-409 | Online Certifications (Internet Technology) | 2 | 2 | 50 | ~ | 50 |
Total | 22 | 22 | 165 | 385 | 550 |
Semester V
SEMESTER 5 | ||||||||
Course Type | Course | Course Code | Course/Paper Title | Hours/ Week | Credit | CIA | ESE | Total |
Major Mandatory (4+4+2) | Major Paper 9 (theory) | BDS-501 | Object Oriented concepts through Java | 4 | 4 | 30 | 70 | 100 |
Major Paper 10 (theory) | BDS-502 | Machine Learning | 4 | 4 | 30 | 70 | 100 | |
Major Paper 11 (theory) | BDS-503 | Practical based on Object Oriented concepts through Java and Machine Learning | 2 | 2 | 15 | 35 | 50 | |
Major Electives | Elective | BDS-504 | Big Data & Cloud Analytics | 4 | 4 | 30 | 70 | 100 |
Minor | Minor Paper 4 | BDS-506 | Data Engineering | 4 | 4 | 30 | 70 | 100 |
OE (2+2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
VSC (2) | Major Specific Practical 3 | BDS-507 | Startups Management | 2 | 2 | 15 | 35 | 50 |
SEC (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
AEC (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
VEC (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
IKS (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
FP/CEP (2) | FP 2 | BDS-508 | Online Certifications (Foreign Language) | 2 | 2 | 15 | 35 | 50 |
Total | 22 | 22 | 165 | 385 | 550 |
Semester VI
SEMESTER 6 | ||||||||
Course Type | Course | Course Code | Course/Paper Title | Hours/ Week | Credit | CIA | ESE | Total |
Major Mandatory (4+4+2) | Major Paper 12 (theory) | BDS-601 | Tools & Techniques for Data Science | 4 | 4 | 30 | 70 | 100 |
Major Paper 13 (theory) | BDS-602 | Deep Learning | 4 | 4 | 30 | 70 | 100 | |
Major Paper 14 (theory) | BDS-603 | Practical based on Tools & Techniques for Data Science and Deep Learning | 2 | 2 | 15 | 35 | 50 | |
Major Electives | Elective 3 | BDS-604 | Real-Time Analytics | 2 | 2 | 15 | 15 | 50 |
Elective 4 | BDS-605 | Social Web Analytics | 2 | 2 | 15 | 15 | 50 | |
Minor | Minor Paper 5 | BDS-606 | Innovation and Entrepreneurship | 4 | 4 | 30 | 70 | 100 |
OE (2+2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
VSC (2) | Major Specific Practical 3 | BDS-507 | Startups Management | 2 | 2 | 15 | 35 | 50 |
SEC (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
AEC (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
VEC (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
OJT (2) | OJT | BDS-607 | Internship | 4 | 4 | 30 | 70 | 100 |
FP/CEP (2) | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
Total | 22 | 22 | 165 | 385 | 550 |
Semester VII
SEMESTER 7 | ||||||||
Course Type | Course | Course Code | Course/Paper Title | Hours/ Week | Credit | CIA | ESE | Total |
Major Mandatory (2*4+2*2) | Major Paper 15 (theory)(4) | BDS-701 | Database Technologies (DBT) | 4 | 4 | 30 | 70 | 100 |
Major Paper 16 (theory)(4) | BDS-702 | Design and Analysis of Algorithms | 4 | 4 | 30 | 70 | 100 | |
Major Paper 17 (theory)(2) | BDS-703 | Practical course on Database Technologies | 2 | 2 | 15 | 35 | 50 | |
Major Paper 18 (theory)(2) | BDS-704 | Functional Language Programming | 2 | 2 | 15 | 35 | 50 | |
Major Electives | Elective 4 | BDS-705 | Cloud computing OR Artificial Intelligence [Theory & Practical] | 6 | 4 | 30 | 70 | 100 |
RM | Research Methodology (4) | BDS-706 | Research Methodology | 4 | 4 | 30 | 70 | 100 |
OJT / FP | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
RP | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
Total | 22 | 20 | 150 | 350 | 500 |
Semester VIII
SEMESTER 8 | ||||||||
Course Type | Course | Course Code | Course/Paper Title | Hours/ Week | Credit | CIA | ESE | Total |
Major Mandatory (2*4+2*2) | Major Paper 19 (theory)(4) | BDS-801 | Mobile Technologies | 4 | 4 | 30 | 70 | 100 |
Major Paper 20 (theory)(4) | BDS-802 | Advanced Operating System(AOS) | 4 | 4 | 30 | 70 | 100 | |
Major Paper 21 (theory)(2) | BDS-803 | Practical course on Mobile Technologies | 4 | 2 | 15 | 35 | 50 | |
Major Paper 22 (theory)(2) | BDS-804 | Practical course on Advanced Operating System | 2 | 2 | 15 | 35 | 50 | |
Major Electives | Elective 4 | BDS-805 | Azure for Analytics/ Open Course | 6 | 4 | 30 | 70 | 100 |
RM | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
OJT / FP | Field Project (4) | BDS-806 | Project (OJT) | 4 | 4 | 30 | 70 | 100 |
RP | ~ | ~ | ~ | ~ | ~ | ~ | ~ | ~ |
Total | 24 | 20 | 150 | 350 | 500 |
At ICCS, fostering employability is a primary focus. We facilitate numerous initiatives such as employability workshops, alumni gatherings, and pre-placement activities tailored specifically for final-year students enrolled in the B.Sc. Data Science program. These efforts have consistently proven effective in assisting our students in securing positions within renowned organizations, thus catalyzing their professional journeys. ICCS boasts collaborations with several multinational corporations, thereby offering unparalleled job prospects to our graduates. This robust network, coupled with our outstanding employability track record, solidifies ICCS's position as the premier institution affiliated with Savitribai Phule Pune University in Pimpri Chinchwad (PCMC).
Address
‘Dhruv’,89/2A, New Pune-Mumbai Highway, Tathwade, Pune – 411033, India.
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