subjects for artifical intellagance and cyber security
The courses that are offered in the course of BTech in AI course differs from university to university. Here, the subjects which are usually offered by most of the institute are provided below:
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
Engineering Electives
Semester 7
AI Electives
LA/CA Elective
Robotics
Semester 8
AI Electives
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
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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
Data Analytics
Intro to Statistical Learning Theory
Predictive Analysis
Introduction to Submodular Functions
Big Data: Tools and Techniques
Information Theory and Coding
Cloud Computing
Nonlinear Control Techniques
Distributed Systems
Bayesian Data Analysis
Graph Analytics for Big Data
Learning/Convex Optimization-II
Time Series Analysis
Optimization Methods in Machine
Data Mining
Sequence Models
Kernel Methods
For more information regarding BTech AI consider the link provided below:
https://www.careers360.com/courses/b-tech-in-artificial-intelligence
For the courses offered in the BTech Cyber Security course, consider the link provided below:
https://www.careers360.com/courses/btech-in-cyber-cecurity
I hope this helps. Wish you a great day!
