Bachelor of Science (B.Sc.) Data Science and Engineering Course Syllabus - NSHM Knowledge Campus, Kolkata

  • Years 3 Years
  • Type Course Under Graduate
  • stream Science
  • Delivery Mode
Written By universitykart team | Last updated date Jul, 07, 2024

The Bachelor of Science (B.Sc.) Data Science and Engineering syllabus at NSHM Knowledge Campus, Kolkata is designed to provide overall knowledge to the students with a strong foundation. Bachelor of Science (B.Sc.) Data Science and Engineering faculty at NSHM Knowledge Campus specially focus on in-depth learning to relevant subjects. At first semester syllabus of Bachelor of Science (B.Sc.) Data Science and Engineering at NSHM Knowledge Campus, students learn the basics of programme. A strong foundation is very important for comprehensive learning. Bachelor of Science (B.Sc.) Data Science and Engineering syllabus at NSHM Knowledge Campus, Kolkata maintains a balance between theoretical knowledge and practical knowledge.

Bachelor of Science (B.Sc.) Data Science and Engineering first year students at NSHM Knowledge Campus are introduced with core subjects. Then they are encouraged to explore other area for a broader perspective. NSHM Knowledge Campus, Kolkata also provides practical training sessions, workshops, projects, and case studies to enhance student skills. Bachelor of Science (B.Sc.) Data Science and Engineering syllabus at NSHM Knowledge Campus, Kolkata is also frequently updated to give industry relevant training and knowledge to students. NSHM Knowledge Campus strives to provide a nurturing environment where students can learn new skills. The hands-on training sessions at NSHM Knowledge Campus enable Bachelor of Science (B.Sc.) Data Science and Engineering students to apply knowledge and skills in a controlled environment and get required experience.

According to syllabus of Bachelor of Science (B.Sc.) Data Science and Engineering progress, students learn advanced topics and complex concepts. The Bachelor of Science (B.Sc.) Data Science and Engineering curriculum at NSHM Knowledge Campus, Kolkata mainly focuses on analytical and critical thinking. As the Bachelor of Science (B.Sc.) Data Science and Engineering course unfolds, students develop several important skills that increases their employability. As per syllabus of Bachelor of Science (B.Sc.) Data Science and Engineering at NSHM Knowledge Campus also includes real-life projects and internship programs. It helps students critical thinking and gives them real-world experience.

Bachelor of Science (B.Sc.) Data Science and Engineering curriculum at NSHM Knowledge Campus includes group discussions, guest lectures, case studies, and skill development workshops to enhance the learning experience. The Bachelor of Science (B.Sc.) Data Science and Engineering syllabus at NSHM Knowledge Campus aims to create well-rounded professionals equipped with the necessary skills and knowledge to succeed in their chosen fields.

Additional curriculum at NSHM Knowledge Campus

  1. Workshops and Seminars - Regular sessions with industry experts help Bachelor of Science (B.Sc.) Data Science and Engineering students at NSHM Knowledge Campus to stay updated with current trends.
  2. Group Projects - Collaborative projects according to NSHM Knowledge Campus syllabus develop teamwork and problem-solving skills.
  3. Case Studies - Bachelor of Science (B.Sc.) Data Science and Engineering syllabus offers analysis of real-world scenarios to apply theoretical knowledge.
  4. Extracurricular Activities - NSHM Knowledge Campus offers several activities like sports, clubs, societies, etc. to encourage overall development.

Note: Given below syllabus is based on the available web sources. Please verify with the NSHM Knowledge Campus, Kolkata for latest Bachelor of Science (B.Sc.) Data Science and Engineering curriculum.

Syllabus for B.Sc. in Data Science and Engineering Course

The Bachelor of Science (B.Sc.) in Data Science and Engineering program offers a comprehensive syllabus that combines the fundamental principles of computer science, mathematics, and data analysis with specialized courses in data engineering. In the initial years, students typically study core computer science topics such as programming, data structures, algorithms, and databases. They also delve into mathematics, statistics, and machine learning to develop a strong quantitative foundation. As they progress, the curriculum focuses on data engineering-specific subjects, including big data technologies, data warehousing, data integration, and cloud computing. Students gain hands-on experience through practical projects, where they work with real-world datasets and design data pipelines. Moreover, elective courses may allow students to explore areas like artificial intelligence, natural language processing, or business analytics. The program culminates in a capstone project or internship, where students apply their knowledge and skills to solve data-related challenges. Graduates are equipped with the expertise to work in various industries, including technology, finance, healthcare, and e-commerce, as data scientists, data engineers, or analysts, contributing to data-driven decision-making processes. Specific course offerings may vary among institutions, but the program typically integrates computer science and data engineering principles to prepare students for the rapidly evolving field of data science and engineering.

1st Year OR 1st & 2nd Semester Syllabus of Bachelor of Science (B.Sc.) Data Science and Engineering

S.noSubjects
1Effective Communication                                                                                                                                      
2Engineering Math's
3Fundamentals of Physics                                                                                                        
4Introduction to Statistics
5Environment al Studies
6Programming in Python
7Data Visualization

2nd Year OR 3rd & 4th Semester Syllabus of Bachelor of Science (B.Sc.) Data Science and Engineering

S.NoSubjects
1Data Analysis
2Entrepreneurship
3Data structure and Program Design Using C 
4Basics of computer science
5Discrete Mathematics
6Data Warehousing and Multidimensional Modelling                                                                                               

3rd Year OR 5th & 6th Semester Syllabus of Bachelor of Science (B.Sc.) Data Science and Engineering

S.noSubjects
1Linear Algebra
2Mathematical Statistics
3Introduction to AI and ML
4Business Intelligence and Data Visualization                                                                                            
5Numerical Analysis
6Machine Learning                                                                                                 
7Big Data
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