Centre for Networked Intelligence, IISc Courses

Image Classification in Edge Computing with Raspberry Pi

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Discover how to implement image classification on Raspberry Pi for edge computing applications, exploring practical techniques for efficient AI processing on resource-constrained devices.

• YouTube
• 11 minutes
• On-Demand
• Free Video

An Overview of Entropy-Regularized Optimal Transport and Schrödinger Bridges

Delve into entropy-regularized optimal transport theory and Schrödinger bridges, exploring applications in statistics, data science, and generative AI, with insights from physics, stochastic processes, and PDEs.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Compressive and Sparse Array Processing in Signal Processing

Delve into advanced array processing techniques, focusing on compressive and sparse arrays for signal processing applications in communications, radar, and acoustic imaging with Prof. Geert Leus.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Data-Driven Agriculture to Sustainably Nourish the World

Discover how IoT, AI, and Edge Computing revolutionize agriculture through affordable digital solutions, boosting productivity and sustainability while reducing costs and resource usage in farming operations.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Gaussian Certified Unlearning in High Dimensions

Delve into the mathematical foundations of Gaussian certified unlearning in high-dimensional settings, exploring how a single Newton step with calibrated Gaussian noise can achieve both privacy and accuracy.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

New Trends in High-Dynamic Range Analog-to-Digital Converters

Explore new trends in high-dynamic range analog-to-digital converters, focusing on modulo-folding architectures as alternatives to conventional ADCs for processing high-dynamic range signals.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Optimal Algorithms for Online Convex Optimization with Adversarial Constraints

Discover optimal algorithms for online convex optimization with adversarial constraints, exploring how to achieve small regret and constraint violation simultaneously through Lyapunov optimization and AdaGrad techniques.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Blueprint: A Toolchain for Highly-Reconfigurable Microservices

Discover Blueprint, a toolchain enabling rapid configuration, building, and deployment of microservice variants with minimal code changes, simplifying design updates, problem identification, and solution prototyping for cloud-scale systems.

• YouTube
• 36 minutes
• On-Demand
• Free Video

When Privacy Meets Partial Information - Privacy-Utility Trade-offs in Bandits

Explore privacy-utility trade-offs in bandit algorithms, covering differential privacy definitions, fundamental hardness changes, and optimal algorithm modifications.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Signaling Techniques for Green Communications

Explore energy-efficient wireless communication techniques using noncoherent receivers and amplitude-shift keying to reduce power consumption in fading environments.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Short-Term Energy Load Forecasting Using Time Series Foundation Models

Discover Time Series Foundation Models for energy load forecasting and anomaly detection with practical hackathon guidance and boilerplate code from IBM Research and IISc experts.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Crop Identification Using Satellite Data - Track-1 Hackathon Webinar

Discover satellite data techniques for crop identification with IBM Research expert Kamal Das, covering datasets, baseline models, and enhancement strategies for precision agriculture.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

A Random Walk from Small-World Phenomena to Web-Scale Search

Explore the evolution from small-world phenomena to modern web-scale vector search algorithms powering today's search engines and generative AI systems.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Learning Session on Track-3 - Agentic AI Applications

Discover IBM Watsonx Orchestrate Agent Development Kit for building intelligent agents with React and Planner styles, multi-agent collaboration, and Python tools integration.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Dynamic Content Caching and Delivery using Restless Multi-armed Bandits

Explore dynamic content caching optimization using restless multi-armed bandits to minimize costs while managing cache capacity constraints and content freshness.

• YouTube
• 40 minutes
• On-Demand
• Free Video