Research Methods Courses

Databricks

Scaling Up AI Research to Production with PyTorch and MLFlow

Explore PyTorch's latest advancements in AI research and production, including distributed training, model optimization, and deployment using MLFlow, with insights on scaling and efficiency.

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

Databricks

PyTorch and COVID-19 Research: Advancements in AI and Data Analysis - Keynotes

Explore PyTorch's advancements in machine learning and learn how AI is helping manage COVID-19 research data, featuring insights on industry adoption and scientific information accessibility.

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

Databricks

Different Streaming Methods with Apache Spark and Kafka

Explore real-time analytics using Apache Spark and Kafka. Learn about streaming methods, overcoming technical challenges, and innovative solutions for handling billions of daily events in a scalable, cost-efficient manner.

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

Unity

Pre- & Post-Launch - Tools & Methods Gamedevs Love - Unite Now 2020

Explore tools and methods used by game developers throughout the production lifecycle, from indie to AAA studios, and gain insights into their preferences and future aspirations.

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

ChariotSolutions

Securing Software by Construction: From Research to Industry - Philly ETE 2016

Explore techniques for building secure software from the ground up, bridging the gap between academic research and industry practice in cybersecurity, and addressing challenges in commercializing long-term security solutions.

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

Australian Water School

Maximising Net Benefits of Australian Urban Water Research

Overview of maximizing benefits from Australian urban water research, discussing investment approaches, measuring outcomes, and addressing challenges in the industry.

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

IEEE Signal Processing Society

Hyperspectral Neutron Imaging and Tomographic Reconstruction - Challenges and Methods

Explore advanced tomographic reconstruction techniques for neutron CT and cryoEM, focusing on challenges, model-based approaches, and applications in materials science and chemical mapping.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

APS Physics

Physical Review Journal Club - Quantum Research with the Authors

Explore efficient quantum simulation for molecular spectroscopy using superconducting bosonic processors, with insights on implementation, photon detection, and algorithmic approaches.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

APS Physics

The Road from Research to Commercialization

Discover the journey from research to entrepreneurship with insights on challenges, funding, and commercialization strategies from a distinguished physicist and successful entrepreneur.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

BruCON Security Conference

ECOS Offensive Security Research Logbook

Explore eCos RTOS security, from firmware analysis to exploitation and persistence. Learn techniques for cable modem research, including memory corruption, shellcode development, and implant creation.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

USENIX Enigma Conference

The Practical Divide between Adversarial ML Research and Security Practice - A Red Team Perspective

Exploring the gap between adversarial ML research and real-world security practices, highlighting challenges and lessons learned from Microsoft's Machine Learning Red Team engagement.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Ekoparty Security Conference

Blue Space - Open Threat Research - Roberto y Jose Luis Rodriguez - Ekoparty Security Conference - 2020

Exploración de Open Threat Research: colaboración global en seguridad informática mediante proyectos de código abierto, enfocado en desarrollo de detecciones y análisis de amenazas.

• YouTube
• 59 minutes
• Self-Paced
• Conference Talk

Society for Neuroscience

History of Neuroscience - Attention Research and Mental Chronometry

Explore Michael I. Posner's groundbreaking research on attention, mental chronometry, and cognitive neuroscience in this insightful interview detailing his influential career and discoveries.

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

DefCamp

Years of IoT Vulnerability Research and Countless 0days - A Retrospective - DefCamp - 2021

Retrospective on IoT vulnerability research, exploring reusable attack vectors, authentication issues, cloud implementations, and command injection in MQTT and RSTP protocols.

• YouTube
• 37 minutes
• Self-Paced
• Conference Talk

TED

X Equals Infinity - The Potential of New Crowdsourcing Research Platforms - TEDMED Great Challenges

Explore innovative crowdsourcing platforms revolutionizing medical research, from microbiome analysis to voice-based disease monitoring, and their potential to accelerate scientific discoveries and improve patient care.

• YouTube
• 1 hour
• Self-Paced
• Conference Talk