The courses offered in the BTech Artificial Intelligence changes from college to college. So it won't be possible to provide you a course list which is required to be offered by the college you want to take admission, until and unless you share the name of that college with us. Below I am providing the list of courses, which are offered by most of the colleges in general in there curriculum of BTech AI-
Semester 1
Calculus-I
Intro to AI
Discrete Maths
English Communication
Intro to Programming
Modern Physics
Environmental Chemistry
Calculus-II
Semester 2
Vector Calculus
Differential Equations
Bioengineering
Engineering Electives
Programming for AI
LA/CA Elective
Probability and Random Variables
Digital Fabrication
Artificial Intelligence
Series of Functions
Semester 3
Data Structures
Personality Development
AI and Humanity
Linear Systems and Signal processing
DBMS - I
Matrix Theory
Foundations of Machine Learning
Introduction to Metric Spaces
Semester 4
Convex Optimization
Deep Learning
Algorithms
Applied Statistics
DBMS - II
Compilers - I
Intro to Entrepreneurship
-
Semester 5
Numerical Analysis
Control Systems
OS - I
Advanced Topics in ML
Reinforcement Learning
Computer Networks-I
Computer Architecture
Semester 6
AI Electives
Semester 7
Robotics
Semester 8
Free Electives
Ethics and Values
Elective Subjects
Data Analytics
AI, Neuroscience and Natural Intelligence
Predictive Analysis
Computational Neuroscience Lab
Big Data: Tools and Techniques
Applications of AI in Healthcare
Cloud Computing
Theoretical & Computational Neuroscience
Distributed Systems
Movement Science and Disorders
Graph Analytics for Big Data
Movement Sciences Lab
Time Series Analysis
Brain Machine Interfaces
Data Mining
Language Technologies
Speech and Vision
Natural Language Processing
Computer Vision
Text Processing
Surveillance Video Analytics
Information Retrieval
Image and Video Processing
Speech Systems
Core AI and ML
Intro to Statistical Learning Theory
Introduction to Submodular Functions
Information Theory and Coding
Nonlinear Control Techniques
Bayesian Data Analysis
Learning/Convex Optimization-II
Optimization Methods in Machine
Sequence Models
Kernel Methods
For more information regarding BTech in AI consider the link provided below:
https://www.careers360.com/courses/b-tech-in-artificial-intelligence
I hope this helps. Wish you a great day!
Regular exam updates, QnA, Predictors, College Applications & E-books now on your Mobile