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.
Explore
PW Online GATE 2024 Courses
to enhance your preparation to crack the exam with a top score. Access free sample papers, test series, e-books, etc.
