instillai/deep-learning-roadmap resource
:satellite: All You Need to Know About Deep Learning - A kick-starter observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2795
- days_rel: n/a
- days_push: 1350
- n_releases_24m: 0
Adoption not part of the score
4638 stars · 657 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A curated roadmap of resources for learning deep learning, collecting tutorials, papers, courses, and tools in one place. It serves as a kick-starter for developers and researchers looking for a structured path into deep learning.
Use cases
- find resources to learn deep learning
- get a roadmap for studying neural networks
- discover curated deep learning tutorials and courses
- kick-start a career transition into deep learning
- find papers and references on deep learning topics
When to choose
- you want a single curated list of deep learning learning materials
- you are a beginner needing a structured entry point into deep learning
- you want free, MIT-licensed educational references
When to avoid
- you need runnable software or a library rather than a resource list
- you need up-to-date coverage of the newest deep learning research, as the repo is no longer actively developed
- you want interactive lessons rather than links to external resources
Facets
learning-resource · maturity maintenance
documentation developer-tools deep-learning machine-learning artificial-intelligence tutorials awesome-lists cross-platform awesome-list curated-resources roadmap deep-learning study-guide
1 source
- readme: https://github.com/instillai/deep-learning-roadmap · fetched 2026-08-28 · af8adc4738bf
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| instillai/deep-learning-roadmap | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="instillai/deep-learning-roadmap")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem