Research Methods Courses

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

A research seminar on using Transformer architectures for raw audio synthesis, large-scale audio understanding, and discrete latent representations.

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

Ensemble Methods in Python

424 ratings at DataCamp

Continue your machine learning journey by diving into the wonderful world of ensemble learning methods!

• 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

Sell-Side Equity Research

1 rating at Corporate Finance Institute

Master the fundamentals of sell-side equity research — from building an investment thesis to writing research notes that move institutional clients to action

• Corporate Finance Institute
• 2 hours
• Self-Paced
• Paid Course

UX Fundamentals & Design Research

1 rating at Udacity

Learn to plan and conduct UX research studies, from interviews and surveys to a research report and design sketch.

• Udacity
• 14 hours
• Self-Paced
• Paid Course

Value-Based Methods

Apply deep learning architectures to reinforcement learning tasks. Train your own agent that navigates a virtual world from sensory data.

• Udacity
• 10 hours
• Self-Paced
• Paid Course

UX Fundamentals & Design Research

Plan and conduct UX research studies using interviews, surveys, usability evaluation, psychology, and design sketches.

• Udacity
• 14 hours
• Self-Paced
• Paid Course

Tesla Earnings Analysis – A Sell-Side Research Case Study

Apply your equity research skills to a real earnings event, working through Tesla's Q1 2026 results the same way an analyst would on earnings day

• Corporate Finance Institute
• 44 minutes
• Self-Paced
• Paid Course

Agentic Workflows for Life Sciences Research

Build and implement Python-based agentic workflows for life-sciences research, including a rapid drug-repositioning workflow.

• Udacity
• 13 hours
• Self-Paced
• Paid Course

Google DeepMind’s AI Research Foundations curriculum will deepen your understanding of the AI technologies behind language models like Google Gemini, and will teach you how to build and fine-tune modern language models from the ground up.

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

Instructional Methods in Health Professions Education

547 ratings at Coursera

Learn to teach health professionals: apply adult learning theory, write intended learning outcomes with Bloom's taxonomy, design assessments and rubrics, and teach with simulation and technology.

• Coursera
• 7 weeks, 3 hours a week
• Self-Paced
• Paid Course

Bioinformatic Methods I

9 ratings

Use web-based bioinformatics tools to search NCBI databases, run BLAST, build multiple sequence alignments with Clustal, MUSCLE and MAFFT, infer phylogenies, and explore RNA-seq and metagenome data.

• Coursera
• 8 weeks, 2 hours a week
• Self-Paced
• Paid Course

Functions, Methods, and Interfaces in Go

1017 ratings at Coursera

Write Go functions, function types, methods and interfaces, using object orientation and polymorphism to build routines that solve a physics problem and instantiate classes.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Health Equity Research & Practice: Local & Global Lessons

1 rating

Examine how structural drivers and systems of power shape health equity, with inequities in reproductive and immigrant health and stakeholder-engaged intervention development across global settings.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Free Online Course

Foundations of Health Equity Research

172 ratings at Coursera

Learn to conduct health equity research: apply community-based participatory research, engage policymakers and health system leaders, and disseminate findings through digital and social media.

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Free Online Course