PROF. SATISH KUMAR SINGH
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Course Materials

Home Course Materials
Current Courses

Multimodal Data Processing 2026

July–December 2026. Representation learning, alignment and fusion across text, vision and audio; vision–language pre-training and multimodal generation.

Open
Previous Courses

Experimental & Computational Projects

Project briefs on deep-learning based recognition systems.

Open

Deep Learning

Foundations of deep neural networks and their applications.

Open

Visual Recognition

Image classification, detection and recognition pipelines.

Open

Image & Video Processing

Core image and video processing techniques.

Open

Data Compression 2020

Lossless and lossy compression, coding and transforms.

Open

Introduction to Image & Video Processing 2020

Lab assignments, tutorials and class lectures.

Open

Computer Organization & Architecture 2020

Lectures, tutorials and lab assignments.

Open

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