Data Science & Artificial Intelligence Subjects, All Subjects List
Siddharth Pandey9 Nov, 2023
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Data Science & Artificial Intelligence Subjects
Data Science and Artificial Intelligence is a popular branch of Engineering that consists of eight semesters having a duration of four years. The Data Science & Artificial Intelligence Subjects comprise Data Structures & Algorithms, Software Engineering, Computer Networks, Database Management and Warehousing, etc. Candidates must have a better knowledge of the subjects to be taught under the Data Science and Artificial Intelligence branch. Check this article for the semester-wise Data Science & Artificial Intelligence Subjects.
Also, Check: Data Science and Artificial Intelligence Syllabus
What is Data Science and Artificial Intelligence?
The data science and Artificial Intelligence branch focuses on managing, processing, and interpreting huge data in decision-making form using Artificial Intelligence techniques. It's a four-year study program that includes the various core subjects to make an individual expert in the discipline. Data Science is a very effective way to manage big data correctly in a human-useful format. Candidates opt the Data Science and Artificial Intelligence specialization to explore a successful career.
Data Science & Artificial Intelligence (DA) Subjects
Data Science & Artificial Intelligence cover the various subjects concerning the data structure and algorithm to be followed to process the data in user friendly. We have mentioned the list of DS & AI Subjects for all the subjects in this section:
Data Science & Artificial Intelligence Subjects: 1st Year
The list of subjects included under the first year of the Data Science and Artificial Intelligence course is as follows:
| Semester I | Semester II |
|---|---|
| Programming for Problem Solving | Basics of Python Programming |
| Calculus & Abstract Algebra | Probability & Statistics |
| Engineering Physics - I | Principles of Electrical & Electronics Engineering |
| Environmental Studies | Human Value & Ethics |
| English Communication - I | English Communication - II |
| Programming for Problem Solving - Lab | Design Lab |
| Basics of Computer Science & Engineering | Application-based Programming in Python |
| Computer-aided Design & Drafting | Mechanical Workshop |
| Physics Lab | Engineering Drawing |
Data Science & Artificial Intelligence Subjects: 2nd Year
The subjects included under the second year of the Data Science & Artificial Intelligence program are prescribed below:
| Semester III | Semester IV |
|---|---|
| Data Structures | Database Management Systems |
| Discrete Structures | Computer Software |
| Computer Organization & Architecture | Concept of Computation |
| Object-oriented Programming using Java | Computer Networks |
| Principles of Operating System | Mathematical Techniques |
| Entrepreneurship | Introduction to Graph Theory & its Applications |
| Data Structures Lab | Quantitative Aptitude Skill Building |
| Principles of Operating Systems Lab | Database Management System - Lab |
| Project-based Learning – I | Computer Networks - Lab |
| Internship (30 days) | Project-based Learning - II |
Data Science & Artificial Intelligence Subjects: 3rd Year
The below table covers the list of subjects to be taught for the third year of the Data Science and AI course:
| Semester V | Semester VI |
|---|---|
| Algorithm Design & Analysis | Compiler Design |
| Introduction to Software Engineering | AI Techniques |
| Research Methodology | Digital Image Processing |
| Basics of Cloud Computing | Network Security |
| Android Application Development | Software Project Management |
| Web Technologies | Software Testing |
| Open Elective - 2 | Wireless Networks |
| Personality Development & Decision-making Skills | Ethical Hacking |
| Design & Analysis of Algorithm - Lab | Advanced Operating Systems |
| Project-based Learning - 3 | Open Elective - 3 |
| Software Engineering & Testing Techniques | Compiler Design Lab |
| Android Application Development Lab | Technical Skill Enhancement Course II |
| Web Technologies Lab | Project Based Learning - 4 |
Data Science & Artificial Intelligence Subjects: 4th Year
Candidates must refer to the below table for Data Science and Artificial Intelligence subjects for the fourth year of the course:
| Semester VII | Semester VIII |
|---|---|
| Artificial Intelligence | Capstone Project II |
| Mobile Computing | Open Elective Subjects |
| Quantum Computing | Major Projects |
| Basics of Internet of Things | - |
| Parallel Computing Algorithms | - |
| 3D Printing & Software Tools | - |
| Open Elective 4 | - |
| Open Elective 5 | - |
| Artificial Intelligence Lab | - |
| Capstone I | - |
Data Science & Artificial Intelligence Subjects List
Candidates can check the Data Science & Artificial Intelligence Subjects List for all the semesters prescribed in the above section. The complete curriculum for the DS & AI branch is available here for a better understanding of candidates who wish to pursue this course. The major subjects taught in this specialization make individuals skilled and expert in this field to establish a successful career.
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Data Science & Artificial Intelligence Subjects: FAQs
Q. How many subjects are there in Data Science and Artificial Intelligence?
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Q. Is Data Science and Artificial Intelligence a good branch?
Q. Is Data Science and Artificial Intelligence easy or hard?
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