AI & ML
Syllabus

Discover the detailed curriculum for AI and ML at PES University. Our comprehensive syllabus covers the latest advancements and foundational concepts to equip you with the skills needed for a successful career in artificial intelligence and machine learning.

Batch 2025

I SEMESTER

Sl. No. Course Title
1 Python for Computational Problem Solving

II SEMESTER

Sl. No. Course Title
1 Problem Solving with C

III SEMESTER

Sl. No. Course Title
1 Digital Design and Computer Organization
2 Data Structures and its Applications
3 Mathematics for Computer Science and Engineering
4 Web Technologies
5 Automata Formal Languages and Logic
6 CIEL1
7 Bridge Course Mathematics–I (Applicable for The Lateral Entry Students)

IV SEMESTER

Sl. No. Course Title
1 Microprocessor and Computer Architecture
2 Computer Networks
3 Design and Analysis of Algorithms
4 Operating Systems
5 Linear Algebra and its Applications
6 CIEL2
7 Bridge Course Mathematics–II (Applicable to Lateral Entry Students)

Elective - I

Sl. No. Course Title
1 Advanced Foundations for ML
2 Active Learning
3 Social Computing
4 AI for Smart Manufacturing
5 AI for Medical Imaging
6 Internet of Things
7 Applied Cryptography
8 Virtual and Augmented Reality
9 Topics in Wireless Networks and 5G

Elective - II

Sl. No. Course Title
1 Advanced Data Analytics
2 Privacy Preserving Machine Learning
3 Optimizations and Metaheuristics
4 Supply Chain Optimization using AI
5 Machine Learning with Business Data
6 Advanced Computer Networks
7 Computer Network Security
8 ROS for Autonomous System

Batch 2023

I SEMESTER

Sl. No. Course Title
1 Python for Computational Problem Solving

II SEMESTER

Sl. No. Course Title
1 Problem Solving with C

III SEMESTER

Sl. No. Course Title
1 Digital Design and Computer Organization
2 Data Structures and its Applications
3 Mathematics for Computer Science Engineers
4 Web Technologies
5 Automata Formal Languages and Logic
6 Bridge Course Mathematics –I (Applicable for the Lateral Entry Students)

IV SEMESTER

Sl. No. Course Title
1 Microprocessor and Computer Architecture
2 Computer Networks
3 Design and Analysis of Algorithms
4 Operating Systems
5 Vector Spaces and Linear Algebra
6 Bridge Course Mathematics – II (Applicable to Lateral Entry Students)

Batch 2022

I SEMESTER

Sl. No. Course Title
1 Python for Computational Problem Solving

II SEMESTER

Sl. No. Course Title
1 Problem Solving with C

III SEMESTER

Sl. No. Course Title
1 SoC Design and Computer Architecture
2 Data Structures and its Applications
3 Statistics for Data Science
4 Web Technologies
5 Automata Formal Languages and Logic
6 Bridge Course Mathematics – I (Applicable for the Lateral Entry Students)

IV SEMESTER

Sl. No. Course Title
1 Big Data
2 Computer Networks
3 Design and Analysis of Algorithms
4 Operating Systems
5 Mathematics for Machine Learning
6 Bridge Course Mathematics – II (Applicable to Lateral Entry Students)