United States Courses & Certifications

Stanford Seminar - Closing Tech’s Diversity Gap

Diversity expert Freada Kapor Klein discusses strategies for increasing representation of women and people of color in tech, from education to venture capital, offering hope for a more inclusive future.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Build the Right It - Alberto Savoia of Google

Discover strategies to validate market demand for innovations, using rapid prototyping techniques like "pretotyping" to increase success rates and avoid wasting resources on unviable ideas.

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

Stanford Seminar - Building a People-First Company

Venture capitalist Navin Chaddha discusses Mayfield's investment strategy, focusing on founders who prioritize people, identify clear missions, and adapt to change while maintaining core values.

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

Talent Management - From Startup to Scaleup

Learn strategies for effective talent management across company growth stages, from attracting top candidates to fostering a thriving culture and optimizing performance.

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

Facing Up to the Byproducts of Digitization - With Power Comes Responsibility

Explore the unintended consequences of digitization and the responsibility of technologists to consider potential harm in measuring progress, balancing innovation with ethical considerations.

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

Stanford Seminar - Mobilizing the Future

Experts from Ford and Lyft discuss innovation in transportation, focusing on sustainability, urbanization, and the convergence of technologies in a changing ecosystem.

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

Stanford Seminar - Climbing the Ladder

Insights on thriving in rapidly growing startups: navigating role expansions, managing unexpected responsibilities, and adapting to fast-paced environments in tech ventures.

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

Stanford Seminar - The Altruistic Entrepreneur

Damien Patton discusses how Banjo uses AI to analyze live data signals, delivering real-time information to aid agencies and media, emphasizing technology's potential for social good and ethical decision-making in entrepreneurship.

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

Stanford Lecture: Mathematical Writing - Refereeing

Explore the art of refereeing mathematical papers with Professor Knuth, covering essential aspects of peer review and scholarly communication in mathematics.

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

Stanford Lecture- Mathematical Writing - Refereeing

Explore the intricacies of mathematical refereeing with Professor Knuth, delving into best practices for evaluating and critiquing scholarly work in mathematics.

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