deep-learning-drizzle
A curated directory of university lectures covering deep learning, computer vision, and medical imaging.
Access structured video courses and slides from top universities on machine learning and medical imaging.
Deep Learning Drizzle is an organized directory indexing free university-level lectures, slides, and course materials. It provides direct links to academic courses covering machine learning fundamentals, probabilistic graphical models, computer vision, and medical imaging. Medical AI researchers and clinical coders can use it to build a rigorous theoretical foundation.
What it is
The repository categorizes video lectures and slides from institutions like Oxford, Toronto, and Waterloo into distinct topics. It includes dedicated sections for medical imaging, Bayesian deep learning, graph neural networks, and computer vision. Each entry provides links to official course webpages, lecture slides, YouTube playlists, and supplementary code repositories.
Who it's for
This index suits medical professionals, healthcare data scientists, and clinical researchers seeking structured academic coursework in AI and medical image processing. It is not designed for practitioners who need ready-to-use clinical software or pre-trained diagnostic models.
Key features
Categorized course index
Organizes university AI lectures into structured tables ranging from fundamentals to specialized subjects.
Medical imaging section
Directly links to university coursework and video series focused on medical image processing.
Direct slide and code links
Connects each listed course to original syllabus pages, lecture slides, and GitHub code repositories.
Comprehensive topic coverage
Spans neural networks, reinforcement learning, graph neural networks, and probabilistic graphical models.
Up and running in 3 steps
Our honest verdict
What's great
- Direct links to complete university lecture video playlists and slides
- Includes a dedicated subject table for medical imaging coursework
- Organizes advanced AI topics like graph neural networks and Bayesian DL
- Requires no installation or environment setup to start learning
Where it falls short
- Not an executable software application or diagnostic medical tool
- Some external lecture links or university slide mirrors may become dead over time
- Lacks interactive coding environments or built-in progress tracking
Pricing & license
Deep Learning Drizzle is completely free to access on GitHub. The only cost is your own time spent reviewing the linked lecture materials and video courses.
Open remote AI-training roles
880 open remote AI-training roles, updated November 15, 2026; most pay $20–$175 an hour. Zekai lists them free; the application goes to the employer’s platform.
Alternatives
Use it, or have us set it up
FAQ
Does Deep Learning Drizzle contain runnable Python code?
The repository itself consists of markdown and HTML tables linking to external university course materials, slides, and supplementary code repositories.
Is there a specific section for medical AI?
Yes, it contains a dedicated section for Medical Imaging courses alongside general computer vision and deep learning subjects.
