B.Sc Data Science Syllabus

B.Sc Data Science


Department Overview

Indus University, through the Institute of Information & Communication Technology, Department of Computer Science, delivers technology-focused programmes that integrate computing foundations with analytical and data-driven methodologies.

The department emphasizes applied learning, statistical reasoning, algorithmic thinking, and practical exposure to contemporary data technologies aligned with evolving industry requirements.

Program Overview

The B.Sc. Data Science programme is a three-year full-time undergraduate course that integrates foundational concepts of computing, statistical methods, and algorithmic techniques with large-scale data analysis.

The programme is designed to enable students to derive insights and support data-driven decision-making across industries.

The curriculum develops proficiency in key domains such as Data Analytics, Data Mining, Big Data Technologies, Predictive Modeling, Database Management Systems, Data Warehousing, Cloud Computing, Machine Learning, and Deep Learning.

The programme is supported by strong foundations in Mathematics, Statistics, and critical thinking, preparing students for modern data-driven technology environments.

Program Highlights / Key Features

Curriculum & Learning Areas

Core Technical Areas

Advanced / Emerging Areas

The curriculum integrates theoretical concepts with practical implementation to build strong analytical, technical, and decision-making capabilities.

Industry Exposure & Practical Learning

Students gain practical exposure through:

Students gain hands-on experience working with datasets from domains such as business, healthcare, and finance.

Career Opportunities

Job Roles

Career Sectors

Graduates may also pursue higher studies in Data Science, Analytics, Artificial Intelligence, and related domains.

  • Industry-aligned data science curriculum
  • Strong foundation in statistics and computing
  • Project-based applied learning approach
  • Exposure to Big Data and cloud platforms
  • Dedicated training and placement support

Candidates must have passed the Higher Secondary (10+2) examination in Science stream or Commerce (Accountancy / Statistics / Mathematics) streams with a minimum of 45% aggregate from a recognized board.

  • B.Sc. Data Science – 3 Years (6 Semesters)
  • B.Sc. Data Science (Honours) – 4 Years (8 Semesters)

Admissions are conducted based on merit as determined by the Admission Committee.

Candidates may register online or opt for walk-in admission, subject to interaction and approval.

  • Industry-aligned data science curriculum
  • Strong foundation in statistics and computing
  • Project-based applied learning approach
  • Exposure to Big Data and cloud platforms
  • Dedicated training and placement support

Candidates must have passed the Higher Secondary (10+2) examination in Science stream or Commerce (Accountancy / Statistics / Mathematics) streams with a minimum of 45% aggregate from a recognized board.

  • B.Sc. Data Science – 3 Years (6 Semesters)
  • B.Sc. Data Science (Honours) – 4 Years (8 Semesters)

Admissions are conducted based on merit as determined by the Admission Committee.

Candidates may register online or opt for walk-in admission, subject to interaction and approval.



FAQs

What is the B.Sc in Data Science program at Indus University?

The B.Sc in Data Science at Indus University is a 3-year full-time undergraduate program covering statistical analysis, machine learning, big data, data visualization, Python programming, and AI applications — designed to meet the rapidly growing global demand for data science professionals.

What is the eligibility for B.Sc Data Science admission at Indus University?

Candidates must have passed 10+2 with Mathematics as a mandatory subject and a minimum of 50% aggregate marks. PCM (Science) students are strongly encouraged to apply. Commerce students with Mathematics may also be considered.

What tools and technologies are taught in B.Sc Data Science at Indus University?

Students learn industry-standard tools including Python, R, Tableau, Power BI, Hadoop, Spark, TensorFlow, Scikit-learn, SQL, and MongoDB. The curriculum also covers machine learning algorithms, neural networks, NLP, and data visualization techniques.

What is the scope of Data Science in India and why study at Indus University?

India requires over 11 million data professionals by 2026. Indus University's B.Sc Data Science is designed to meet this demand with an industry-aligned curriculum, project-based learning, experienced faculty, and strong placements — making it one of the best Data Science programs in Gujarat.

What are the career options after B.Sc Data Science from Indus University?

Graduates can work as data scientists, data analysts, machine learning engineers, BI analysts, AI specialists, and data engineers. Top recruiters include Google, Amazon, Flipkart, TCS, Infosys, and leading analytics firms.

Does Indus University's B.Sc Data Science include practical projects and internships?

Yes, the program emphasizes real-world projects, industry internships, live dataset analysis, and portfolio development. Industry partnerships ensure students get exposure to actual business data challenges.

What is the average salary after B.Sc Data Science from Indus University?

Entry-level data science roles offer ₹3 to ₹6 LPA. With experience and certifications, data scientists in India earn ₹10-25 LPA or more, making data science one of India's highest-paying tech careers.

Can I pursue M.Sc Data Science or MBA after B.Sc Data Science from Indus University?

Yes, graduates are eligible for M.Sc Data Science, M.Sc AI, MBA in Business Analytics, or MCA programs. Indus University offers postgraduate options for seamless academic progression, along with global certifications from AWS, Google Cloud, and Microsoft Azure.

B.Sc Data Science Course Details

Faculty Members

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B.Sc Data Science admission and eligibility

Laboratory

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Department Activities

Indus University Short Film Festival 2026

The Department of Computer Science, IIICT successfully concluded the Indus University Short Film Festival 2026 on 30th January 2026. The festival featured short film entries from across the nation, showcasing diverse themes and powerful storytelling.

Expert Talk on UI/UX (User Interface/User Experience) Design Basics:

The Student Association (ACSIT) of the Department of Computer Science, Indus Institute of Information and Technology, organized an Expert Talk on “UI/UX (User Interface/User Experience) Design Basics” on 10th October 2025. The session was conducted by Mr. Sahil Sonani, a UI/UX expert, who discussed the history and role of UI/UX in marketing, research scope and career opportunities in the field, and the key skills and background required for success. The talk concluded with an interactive Q&A Session, with 45 students participating actively.

“Tecknowlogy-2025” Quiz Competition

"The Department of Computer Science, IIICT, organized the “Tecknowlogy-2025” Quiz Competition under ACSIT on September 22, 2025, at the University Auditorium. The event featured six rounds covering key topics in the IT domain. Out of 60 participants, 30 students qualified to form six finalist teams. The quiz aimed to enhance the technical knowledge of Semester 1 (UG & PG) students through an engaging and interactive format."