Research Methods Courses

Simons Institute

Iterative Preference Learning Methods for Large Language Model Post-Training

Explore innovative RLHF algorithms and their statistical efficiency in aligning LLMs with human preferences. Gain insights into a novel online iterative training framework for developing state-of-the-art chatbots using open-source data.

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

Wrath of Math

Multiplication Methods in the 1500s - The Grounde of Arts by Robert Recorde

Explore a unique 16th-century multiplication method from Robert Recorde's popular arithmetic textbook. Discover its strengths, weaknesses, and validity through examples and proofs.

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

UW Astrobiology

Astrobiology Research Rotation and Solar Eclipse Experiences - UW Colloquium

Explore graduate research in astrobiology and firsthand accounts of the 2024 total solar eclipse from UW Astrobiology members in this engaging colloquium.

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

Johns Hopkins Medicine

Brain Macrophages and Amyloid - 35 Years of NeuroHIV Research

Dive into 35 years of neuroHIV research, exploring brain macrophages and amyloid with Dr. Cristian Achim. Gain insights into groundbreaking discoveries and their implications for neurology and HIV studies.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Computational Genomics Summer Institute CGSI

Categorization of 31 Computational Methods to Detect Spatially Variable Genes from Spatially Resolved Transcriptomics Data

Explore 31 computational methods for detecting spatially variable genes in transcriptomics data, categorized for effective analysis and application in genomics research.

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

Johns Hopkins Medicine

Human-to-Mouse-to-Human in Spinal Muscular Atrophy - From Research to Clinical Practice

Discover the journey of becoming a physician scientist through groundbreaking research on Spinal Muscular Atrophy, exploring translational medicine from human studies to mouse models and back.

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

Johns Hopkins Medicine

Motor Stroke Research Lab and Stroke Institute Updates - Grand Rounds 2019

Discover the latest advancements in stroke research and rehabilitation through expert insights on motor recovery, featuring updates from Johns Hopkins' specialized institutes and laboratories.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Gautam Varde

Least Square Method and Curve Fitting - Straight Line Problems in Numerical Methods

Master curve fitting and least square method techniques for straight line problems through practical numerical examples and statistical applications.

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

Kyoto-U OCW - Unofficial

Research-based Development of Finnish Education: Findings on SFON Studies - Lecture 2

フィンランドの教育研究における自発的な数への注目（SFON）研究の発見と知見について、トゥルク大学のErno Lehtinen教授による詳細な解説を学ぶ。

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

Kyoto-U OCW - Unofficial

LMS Independent Learning Analytics Platform - Research Case Study 2018

Discover how learning analytics platforms can operate independently across different LMS systems to enhance educational support through big data analysis and cloud infrastructure.

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

Data Science Conference

Complex Networks Sparsification - Methods and Tools

Discover essential network sparsification techniques for identifying meaningful connections in complex networks, from social platforms to word networks, while effectively managing noise and non-essential edges.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Data Science Conference

Simplified AI-Powered Market and Consumer Research Using Brand Pulse Platform

Discover how AI-powered chatbots transform market research by converting business queries into complex analyses, making advanced analytics accessible to users of all skill levels through Brand Pulse platform.

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

Data Science Conference

Research and Innovation in AI-Driven Interactive Entertainment

Explore how AI revolutionizes gaming development through enhanced design processes, autonomous testing, and the emergence of intelligent virtual characters, while addressing ethical considerations and practical applications.

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

Data Science Conference

Data Storytelling in the Era of Generative AI - Using LLMs for Interactive Consumer Research

Explore how LLMs revolutionize consumer research by transforming static data into interactive, evidence-based synthetic personas that provide dynamic, real-time insights for marketers.

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

Data Science Conference

Smart Acceleration of Video Lectures - Using Nonlinear Methods for Enhanced Learning

Discover innovative techniques for nonlinear video acceleration that enhance learning efficiency by emphasizing crucial content while reducing viewing time through data-driven optimization methods.

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