Department & Curriculum

Artificial Intelligence & Data Science

Deep learning, neural networks, big data analytics, generative AI, and predictive modeling.

Degree Awarded B.E. in AI & Data Science
Duration 4 Years (8 Semesters)
Affiliation VTU, Belagavi
Approval AICTE, New Delhi
01 / Program Overview

About the Department

The B.E. program in Artificial Intelligence & Data Science (AI & DS) prepares students to lead the intelligent computing revolution. Covering statistical modeling, deep neural networks, natural language processing, computer vision, and big data engineering, the curriculum bridges mathematical rigor with applied AI deployment.

Department Vision

To pioneer intelligent systems education and data-driven research for sustainable societal transformation.

Department Mission

  • M1: Build strong foundations in mathematics, statistical inference, and machine learning algorithms.
  • M2: Foster interdisciplinary AI research across healthcare, smart agriculture, and enterprise automation.
  • M3: Promote responsible, transparent, and ethical AI engineering.
02 / Key Differentiators

Why Choose Artificial Intelligence & Data Science?

01

GPU Compute Infrastructure

Dedicated deep learning workstations for training neural models.

02

Applied Data Science Capstones

Hands-on projects with real-world healthcare, agrarian, and financial datasets.

03

High-Demand Career Trajectories

Direct preparation for Data Scientist, ML Engineer, and AI Architect roles.

03 / Academic Structure

Core Curriculum Highlights

Linear Algebra & Probability for Data Science
Machine Learning Foundations
Deep Learning & Convolutional Neural Networks
Natural Language Processing & Large Language Models
Computer Vision & Image Processing
Big Data Analytics with Apache Spark & Hadoop
Data Visualization & Business Intelligence
Reinforcement Learning & Autonomous Agents
04 / Practical Facilities

Infrastructure & Laboratories

AI Core

Deep Learning & GPU Cluster Lab

NVIDIA-accelerated workstations preconfigured with PyTorch, TensorFlow, and CUDA.

Data Engineering

Big Data & Analytics Lab

Distributed computing environment for large-scale data pipelines and BI visualization.

Innovation

AI Centre of Excellence

Collaborative research studio for faculty-student patent and publication projects.

Begin Your Engineering Journey

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