Deep Learning - Adversarial Attacks and GANs - Lecture 4

Explore adversarial attacks and Generative Adversarial Networks (GANs) in deep learning. Learn from Stanford experts about these advanced techniques and their applications in AI.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

Deep Learning Full-Cycle Projects - Lecture 3

Comprehensive exploration of full-cycle deep learning projects, covering project selection, visualization, and problem-solving techniques for voice-activated devices and network challenges.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Deep Learning Intuition - Lecture 2

Explore deep learning intuition with Stanford experts, covering logistic regression, face verification, neural architectures, and advanced applications in computer vision and image processing.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

Deep Learning - Class Introduction and Logistics - Lecture 1

Comprehensive introduction to deep learning, covering key concepts, tools, and applications. Explores course goals, structure, and practical assignments for hands-on experience in AI and machine learning.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Extending the Theory of ML for Human-Centric Applications

Exploring ML challenges in real-world applications, focusing on data manipulation, multi-objective optimization, and robustness in dynamic environments with human-centric considerations.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

The Race for Technological Supremacy - Emerging Technologies and Global Implications

Explore global tech competition, emerging technologies' impact, and policy challenges with experts discussing AI, data privacy, and US-China dynamics in the digital age.

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

Interactive Imitation Learning: Planning Alongside Humans

Interactive imitation learning for robots: tackling feedback-driven covariate shift and predicting human intent using graph neural networks, with applications in self-driving vehicles.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Stanford Seminar - Microprocessors

Explore the history and impact of the 4004 microprocessor with insights from industry pioneers, covering its development, architecture, and influence on modern computing.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

Stanford Seminar - Universal Intelligent Systems by 2030 - Carl Hewitt and John Perry

Explore the future of Universal Intelligent Systems, encompassing all manufactured devices and sensed activities. Learn about information integration, security, and the challenges of developing these systems by 2030.

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

Stanford CS229 - Machine Learning - Summer 2019 - Kernel Methods & Support Vector Machine

Explore kernel methods and Support Vector Machines in machine learning, focusing on advanced techniques for data classification and pattern recognition in complex datasets.

• YouTube
• 1 hour 55 minutes
• On-Demand
• Free Video

Stanford Seminar - Autonomous Driving, Are We There Yet? - Technology, Business, Legal Considerations

Exploring autonomous driving's technological, business, and legal challenges. Discusses paradigm shifts in personal mobility, industry transformation, and steps needed to realize this revolutionary vision for transportation.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Stanford Seminar - Computing with High-Dimensional Vectors

Explore high-dimensional vector computing as a complement to traditional methods, bridging symbolic AI and neural nets. Learn about its operations, applications, and potential in machine learning and nanotechnology.

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

NVIDIA GPU Computing - A Journey from PC Gaming to Deep Learning

Explore NVIDIA GPU's evolution from gaming to deep learning, covering key architectures and applications in supercomputing, data centers, and autonomous vehicles.

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

Multiscale Dataflow Computing - Competitive Advantage at the Exascale Frontier

Explore multiscale dataflow computing for high-performance, energy-efficient systems. Learn about Maxeler's innovative approach, ecosystem, and applications in various industries.

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

Unethical Algorithms of Massive Scale

Exploring the impact of biased search algorithms on opinions and voting behavior, with insights on new tracking systems to detect online manipulations and unethical practices.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video