Computer Vision

Explore machine learning and computer vision fundamentals, advanced neural network architectures, and applications in object detection and semantic segmentation.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Net Ninja

Bulma CSS Tutorial

Learn Bulma CSS with The Net Ninja! In this course, you will learn about setup, fonts and colours, spacing and containers, navbar, breadcrumbs, grid columns, responsive classes, tabbed content, message boxes, buttons, cards, creating modals, form fields,…

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Digital Speech Processing

Explore digital speech processing, from production and perception to analysis techniques like LPC and STFT. Learn about phonetics, speech synthesis, and recognition for technology development.

• YouTube
• 23 hours
• On-Demand
• Free Video

Lecture: Artificial Intelligence

Explore AI's current state, predictions, and limitations with Dr. Melanie Mitchell. Learn about machine learning approaches and the challenges in developing truly intelligent AI systems.

• Complexity Explorer
• On-Demand
• Free Online Course

Agent-Based Models with Python: An Introduction to Mesa

Learn to create agent-based models using Python and Mesa, exploring complex systems through the Sugarscape with Traders model. Gain hands-on experience with Google Colab and advanced modeling techniques.

• Complexity Explorer
• On-Demand
• Free Online Course

Compositionality in Vector Space Models of Meaning

Explore compositional structures in vector space models of meaning, focusing on deep neural networks, grammar, and role-filler bindings to understand language representation.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Video

Training Machines to Learn the Way Humans Do - An Alternative to Backpropagation

Explore an alternative to backpropagation in machine learning, focusing on biologically-inspired local learning methods and their applications in neural networks and the cerebellum.

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

Artificial Intelligence: A Guide for Thinking Humans

Explore AI's achievements, failures, and ethical implications with researcher Melanie Mitchell. Gain insights into machine learning, self-driving cars, and the challenges of imbuing computers with human-like qualities.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

The Collective Computation of Reality in Nature and Society

Explore how nature computes through collective processes, challenging traditional views on complexity and information processing in biological and social systems.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

The Science of Networks - C4 Public Lectures

Explore the emerging science of networks, their structure, and function across diverse systems. Learn about phase transitions, interdependence, and mathematical models for predicting network behavior and consequences.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Sending Secrets - Cryptography & Privacy in a Quantum World

Explore cryptography's evolution, from ancient methods to quantum challenges, and discover potential future-proof encryption techniques. No advanced math required.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Artificial Life for Bigger and Safer Computing - C4 Public Lectures

Explore artificial life principles for computer architecture, addressing performance limits and security issues through bottom-up autonomy and ecological robustness in machine design.

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

Programming the Internet - C4 Public Lecture

Explore the evolution of programming for internet-scale applications, addressing challenges in distributed computing, concurrency, and scalability through innovative methodologies and infrastructure changes.

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

Quantum Computers - Christopher Monroe

Explore quantum computing's potential through atomic-based architecture, addressing challenges and possibilities in scaling this technology for practical applications and societal impact.

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

Intelligent Systems

Explore diverse perspectives on intelligence, from individual to collective, natural to artificial. Delve into cultural transmission, machine learning, empathy for AI, and the ethical implications of evolving technological systems.

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