Quantitative Methods Courses

Android Developers

New Android Apps for Chrome OS - Optimizing for Larger Screens and Input Methods

Learn to optimize Android apps for Chrome OS: larger screens, mouse/trackpad, keyboard shortcuts, resizable windows, and stylus support. Essential for developers targeting Chromebooks.

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

Kunal Kushwaha

OOP 2 - Packages, Static, Singleton Class, In-built Methods

Comprehensive guide to advanced OOP concepts in Java, covering packages, static elements, inner classes, and singleton pattern. Ideal for deepening understanding of Java programming.

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

Kunal Kushwaha

Functions - Methods in Java

Comprehensive guide to Java functions covering syntax, arguments, scoping, overloading, and practical examples. Includes hands-on exercises for effective learning.

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

Simons Institute

Variational Formulations and Distributed Convex Optimization Methods for...

Explore variational formulations and distributed convex optimization methods in information-theoretic approaches to trustworthy machine learning.

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

Simons Institute

Information-Theoretic Methods for Fair Risk Minimization

Explore information-theoretic approaches to fair risk minimization in machine learning, focusing on trustworthy AI and ethical considerations in algorithm design.

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

Simons Institute

Differentially Quantized Gradient Methods

Explore advanced gradient quantization techniques for machine learning, focusing on differential methods and their impact on algorithm efficiency and performance.

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

International Centre for Theoretical Sciences

Sharp Quantitative Stability of Poincare-Sobolev Inequality

Explores sharp quantitative stability of Poincaré-Sobolev inequality, presenting mathematical insights and advancements in this area of analysis. Contributes to ongoing research in functional inequalities.

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

Java

JVM Bridge Methods - Implementation and Applications

Explore JVM bridge methods, their history, origins, and implementation examples. Learn about erasure, lambda expressions, and language-level rules in Java development.

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

Java

Groovy - The Art of Calling Methods

Explore Groovy's method invocation techniques, optimizations, and performance considerations with expert Jochen Theodorou. Gain insights into InvokeDynamic and its impact on Groovy development.

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

Java

Machine Code Snippets in Java - Vector ISA Extensions and Native Methods

Explore Vector ISA extensions, native method handles, and machine code snippets for optimized Java performance. Learn about vectorized operations and JVM-hardware interactions.

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

Devoxx

Not All Equals Methods Are Created Equal

Discover how to craft robust equals methods, identify potential bugs, and efficiently test them using EqualsVerifier for 100% coverage in a single line of code.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

International Centre for Theoretical Sciences

Machine Learning Methods for Climate Science - Lecture 4

Explore machine learning applications in climate science, focusing on advanced techniques for analyzing and predicting complex atmospheric and oceanic processes.

• YouTube
• 1 hour 41 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Particle Methods for Optimization Over Measures - Lecture 2

Explore particle methods for measure optimization, focusing on theoretical foundations and practical applications in data science and machine learning.

• YouTube
• 2 hours 19 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Probabilistic Methods in Data Science - Lecture by Aurélien Garivier

Exploration des méthodes probabilistes et d'optimisation en science des données, mettant l'accent sur les techniques analytiques et algorithmiques pour traiter efficacement les grands volumes de données.

• YouTube
• 1 hour 50 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Particle Methods for Optimization Over Measures by Lénaïc Chizat

Explore particle methods for measure optimization, focusing on theoretical foundations and practical applications in data science and machine learning.

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