Google TechTalks Courses

Understanding LLMs Like Physicists - Observation, Hypothesis, Experimentation, and Prediction

Explore how physics-inspired methodologies reveal key mechanisms in Large Language Models through observation, hypothesis testing, and experimental validation of dormant heads and reasoning patterns.

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

Is Learning Effective in Dynamic Strategic Interactions? Evidence from Stackelberg Games

Explore dynamic Bayesian Stackelberg games where leaders learn from strategic followers through repeated interactions, challenging conventional wisdom about learning effectiveness.

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

Algorithmic Contract Design

Explore computational approaches to contract design, examining how to incentivize agents through algorithmic solutions in microeconomic frameworks with combinatorial extensions.

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

Online Learning and Economics

Explore the intersection of online learning and economics, focusing on bidding, auction design, and bilateral trade through recent research on algorithmic approaches to economic uncertainty and data-driven decision-making.

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

Hash Functions: Bridging the Gap from Theory to Practice

Explore the evolution and practical implementation of hash functions, from theoretical foundations to real-world applications in computing, with insights on achieving reliable probabilistic guarantees.

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

Dataset Inference Methods for Large Language Models - Detecting Training Data Usage

Explore techniques for detecting if large language models were trained on specific datasets, focusing on copyright implications and statistical testing methods for dataset inference.

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

Supply Chain Security with Go

Learn Go-specific supply chain security practices to protect your software from vulnerabilities and attacks.

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

A Multi-Dimensional Online Contention Resolution Scheme for Revenue Maximization

Explore multi-buyer multi-item sequential pricing mechanisms for revenue maximization, focusing on approximating ex ante optimal revenue for subadditive buyers through a new multi-dimensional Online Contention Resolution Scheme.

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

Robust Distortion-free Watermarks for Language Models

Explore robust watermarking techniques for language models, focusing on edit-resistant methods that preserve text distribution. Learn about key-based protocols and their applications.

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

Concurrent Self-Adjusting Data Structures - Challenges and Solutions

Explore self-adjusting data structures and their concurrent implementations, focusing on SplayTree, CBTree, and Splay-List. Learn about efficient lazy rebuilding for multi-way structures like B-tree and IST.

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

Privacy Preserving Machine Learning with Fully Homomorphic Encryption

Explore Fully Homomorphic Encryption's role in advancing secure, privacy-preserving machine learning applications, focusing on Concrete ML and its integration with other technologies.

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

The Chinese Computer: A Global History of the Information Age

Explore the evolution of Chinese-language computing, from audacious predictions to mind-boggling typing speeds. Uncover the history behind China's rise as a global IT powerhouse.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Kolmogorov-Arnold Networks - Alternatives to Multi-Layer Perceptrons

Explore Kolmogorov-Arnold Networks as alternatives to MLPs, offering improved accuracy and interpretability in data fitting and PDE solving. Discover their potential for scientific collaboration and law discovery.

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

Learning through Transient Matching in Congested Markets

Explore transient matching in decentralized markets, examining worker preference learning, competition dynamics, and market efficiency. Gain insights into labor market patterns and potential interventions.

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

What Makes Software Work? - Concepts for Compelling Software Design

Explore key factors behind successful software products, focusing on compelling usage scenarios and the concept of modular, composable services that provide coherent value.

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