Quantitative Research Courses

Black Hat

Security Research on Mercedes-Benz - From Hardware to Car Control

Explore Mercedes-Benz car security research, from hardware analysis to gaining control. Learn about attack surfaces, reverse engineering, and cloud control in modern connected vehicles.

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

Black Hat

Attack on Titan M, Reloaded - Vulnerability Research on a Modern Security Chip

Explore vulnerability research on Google's Titan M security chip, including fuzzing techniques, impact analysis, and mitigation strategies for modern device protection.

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

Valerio Velardo - The Sound of AI

How to Select a Research Topic for Your Paper

Learn effective strategies for selecting engaging AI audio research topics, from brainstorming concepts to developing research questions and approaches, ensuring your paper aligns with conference themes and personal interests.

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

Valerio Velardo - The Sound of AI

Announcing OpenSource Research - A Community-Driven Research Project

Participate in OpenSource Research, a collaborative AI music project aiming to advance the field through community-driven research and potential conference publication.

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

Valerio Velardo - The Sound of AI

How to Read AI Research Papers Like a Rockstar

Learn a 4-step strategy to effectively read and comprehend AI audio research papers, enhancing your skills as an AI engineer and fostering critical thinking in the field.

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

The Julia Programming Language

Julia in Astronomy and Astrophysics Research - JuliaCon 2022

Explore how Julia enhances astronomical research through talks on instrument simulation, stellar modeling, exoplanet characterization, cosmology, and more. Discover Julia's impact on productivity and scientific advancement in astronomy.

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

Foundation for Rare Diseases

From Lab to Clinic: Translational Research for Rare Diseases

Gain an overview of the issues, challenges, and opportunities in translating research findings into treatments for rare diseases.

• FutureLearn
• 5 weeks, 4 hours a week
• On-Demand
• Free Online Course (Audit)

Camunda

Pharma Research Automation by Connecting Researchers with Robots and Systems

Automating pharma research processes using business process modeling to integrate researchers, robots, and systems, enhancing efficiency and standardization in drug discovery and development.

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

GOTO Conferences

Developers Are Researchers - Improve the Work You Love with Research Driven Development

Discover how to apply research methodologies to software development, enhancing problem-solving skills and job satisfaction while reducing monotony in your daily work as a developer.

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

GOTO Conferences

Discovering Research Ideas Using Semantic Vectors and Machine Learning

Explore semantic vectors and machine learning for research idea discovery, enhancing content discoverability across disciplines using UNSILO's innovative approach to concept extraction and semantic mapping.

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

GOTO Conferences

Taking Machine Learning Research to Production - Solving Real Problems

Explore strategies for implementing machine learning in production, addressing challenges like scalability, testability, and fairness using TensorFlow Extended (TFX) pipeline architecture.

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

Java

Codebase Research - Data-Driven API Design and Java Language Enhancement

Explore data-driven API design and Java language enhancements through analysis of Google's massive codebase, gaining insights from 300 million lines of code in minutes.

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

TED-Ed

The Promise of Research with Stem Cells

Explore the potential of lab-grown stem cells in disease research and personalized medicine, as advocated by Susan Solomon in her compelling TED talk.

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

Institute for Pure & Applied Mathematics (IPAM)

Strategies for Quantitative Imaging and Reconstruction from High Speed-Low Dose Data

Explore quantitative imaging techniques using AI/ML for analyzing large datasets of electron microscopy images, focusing on defect mapping in graphene and industrial catalyst studies.

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

Institute for Pure & Applied Mathematics (IPAM)

AI Inroads in Imaging Sciences for Materials Research - IPAM at UCLA

Explore deep learning applications in materials research, focusing on convolutional neural networks for transmission electron microscopy and tomographic imaging advancements.

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