Control Systems Courses

Code Sync

Elixir, Erlang, and the Quest for AI Justice - Building Unbiased ML Systems

Explore how Elixir and Erlang can be leveraged to build unbiased machine learning systems, addressing algorithmic discrimination and promoting fairness in AI development.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

CodeEmporium

Understanding LLM Agents - Differences Between LLMs and RAG Systems

Explore the fundamental differences between LLM Agents, traditional LLMs, and RAG systems through clear comparisons and practical insights into autonomous AI capabilities.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

EDGE AI FOUNDATION

Buttonless Remote Control with TinyML - Build a Gesture-Based Device Controller

Discover how to create a compact 4KB neural network for gesture-based device control, enabling touchless interaction with Bluetooth-enabled systems using only hand movements and minimal energy consumption.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

EDGE AI FOUNDATION

A TinyML Approach to Deploy Reduced-Order Model of Complex Systems on Microprocessor

Discover how to deploy reduced-order models on microprocessors using TinyML, focusing on compression techniques and real-time applications like battery management in vehicles.

• YouTube
• 1 hour
• Self-Paced
• Free Video

EDGE AI FOUNDATION

The Power of Diversity in Machine Learning - Building Equitable and Effective AI Systems

Explore how diversity in data, perspectives, and experiences shapes machine learning development, addressing bias and fostering inclusive AI systems that drive innovation and market success.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

EDGE AI FOUNDATION

Biology-inspired Space Imaging with Neuromorphic Systems

Explore how biological systems inspire innovative space imaging technology through neuromorphic systems, focusing on advanced sensing and processing methods for space applications.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

EDGE AI FOUNDATION

Embedded EOG-based BCI System for Robotic Control Using TinyML

Discover how brain-computer interface technology using eye movement detection enables robotic control, focusing on TinyML implementation for efficient processing on microcontrollers with 99.3% accuracy.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

EDGE AI FOUNDATION

Data Aware Neural Architecture Search for Resource Constrained Systems

Explore how Data Aware Neural Architecture Search optimizes neural networks for resource-constrained systems by considering input data granularity alongside traditional performance metrics.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Labroots

Next Generation Genetic Discovery Systems in Human Immune Cells

Discover cutting-edge genetic engineering techniques for immune cell therapies, focusing on ModPoKI platform development and its applications in cancer immunotherapy research and T cell modification.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Fields Institute

Game Theory Approach to Stochastic H2 - H∞ Control of Markov Jump Singular Systems - Application to Cancer Treatment Under Patient Adherence Uncertainty

Explore game theory applications in stochastic control systems and their implementation in cancer treatment protocols, focusing on patient adherence uncertainties and mathematical modeling.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Fields Institute

Stochastic Models Related to Tumor Control Probability and Random Dynamics of Surviving Clonogens - Part 2

Delve into advanced stochastic modeling techniques examining tumor control probability, focusing on random dynamics of surviving clonogen clusters and their impact on cancer treatment outcomes.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Design of Mechanical Transmission Systems: Centrifugal Clutch - Lecture 32

Explore the mechanics and applications of centrifugal clutches, from basic principles to engagement calculations, focusing on their automatic operation and real-world uses.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Design of Mechanical Transmission Systems - Introduction and Gearbox Applications - Lecture 1

Discover the fundamentals of mechanical transmission systems, focusing on gearbox applications in automotive industries while exploring design principles and certification opportunities.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Brake Force Distribution and Optimum Design of Mechanical Transmission Systems - Lecture 21

Master the principles of optimal brake force distribution, including weight transfer dynamics, axle load analysis, and system design for enhanced vehicle stability and safety.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Thermal Analysis and Braking Conditions in Mechanical Systems - Lecture 25

Explore thermal analysis in brake systems, focusing on heat generation, brake fading, and squeal phenomena while learning effective strategies for heat dissipation in mechanical systems.

• YouTube
• 41 minutes
• Self-Paced
• Free Video