Research Methods Courses

Federated Learning in Medicine - Breaking Down Silos to Advance Medical Research

Explore federated learning's potential to revolutionize medical research by breaking data silos, enhancing privacy, and fostering collaboration across healthcare institutions.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Stanford Seminar - Democratizing Research Funding

Explore blockchain's potential to revolutionize scientific research funding through the Einsteinium Foundation's innovative cryptocurrency approach, presented by Chairman Malden Trifunovic.

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

Addressing the Asian Leadership Paradox in Healthcare and Research

Strategies to address the Asian leadership paradox in healthcare, focusing on research inclusion, career advancement, and creating inclusive environments. Insights from Dr. Karen Kim's personal journey and leadership perspective.

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

Nasopharyngeal Cancer - Overview, Risk Factors, and Current Research

Comprehensive overview of nasopharyngeal cancer, covering its nature, affected populations, and current research on prevention, diagnosis, and treatment by Stanford oncology expert Dr. Colevas.

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

Lymphedema: Diagnosis, Treatment, and Research Advancements

Comprehensive overview of lymphedema, covering diagnosis, treatment options, and ongoing research. Explores causes, symptoms, and management strategies, offering insights for patients and healthcare professionals.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Deep Learning Methods for Electrocardiograms and Echocardiograms

Explore cutting-edge deep learning methods for ECG and echocardiogram analysis, outperforming traditional algorithms and offering insights into cardiovascular imaging interpretation.

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

Multimodal Medical Research of Vision and Language - Jean-Benoit Delbrouck

Explore multimodal medical research combining vision and language, focusing on innovative tasks like Medical Visual Question Answering and Radiology Report Generation using advanced AI architectures and pre-training techniques.

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

Stanford Seminar - Audio Research: Transformers for Applications in Audio, Speech and Music

Explore audio research using Transformers, covering applications in music, speech, and acoustic scene understanding. Learn about advanced techniques and architectures for audio synthesis and analysis.

• YouTube
• 48 minutes
• Self-Paced
• Free Online Course

Public AI Assistant to Worldwide Knowledge - Writing Research Articles with Full Citations

Explore Genie, Stanford's AI assistant that creates comprehensive research articles with full citations by simulating expert discussions, retrieving information, and addressing topics from lifestyle to scientific research.

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

Ensemble Methods in Python

1 rating

Learn how to build advanced and effective machine learning models in Python using ensemble techniques such as bagging, boosting, and stacking.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Matrix Methods in Data Analysis, Signal Processing, and Machine Learning

4 ratings

This course reviews linear algebra with applications to probability and statistics and optimization–and above all a full explanation of deep learning.

• MIT OpenCourseWare
• 28 hours
• Self-Paced
• Free Video

Google DeepMind’s AI Research Foundations curriculum will deepen your understanding of the AI technologies behind language models.

• DataCamp
• 33 hours
• Self-Paced
• Free Trial Available

Instructional Methods in Health Professions Education

546 ratings at Coursera

Enhance teaching skills for health professionals through interactive learning, covering theory, methods, and applied techniques for effective instruction across various stages and learners.

• Coursera
• 21 hours
• Self-Paced
• Paid Course

Bioinformatic Methods I

9 ratings

Explore bioinformatic tools for analyzing genomic data, including sequence alignments, phylogenetics, and gene expression analysis. Gain hands-on experience with web-based programs and databases.

• Coursera
• 19 hours 47 minutes
• Self-Paced
• Paid Course

Functions, Methods, and Interfaces in Go

1017 ratings at Coursera

Explore Go programming with functions, methods, and interfaces. Learn implementation, types, object-orientation, and create practical applications to reinforce your understanding.

• Coursera
• 11 hours 7 minutes
• Self-Paced
• Paid Course