Skip to content
Day 69: new resources are added every day. See what's new

Course

Deep Learning Papers Reading Roadmap

A reading roadmap of deep learning papers for eager learners.

  • Rating

    4.6 / 5

  • Pricing

    Free

  • Difficulty

    Advanced

  • Works on

    Web

Built with love by Shushant Lakhyani. Building bestproductivityresources.com

What is Deep Learning Papers Reading Roadmap?

A curated roadmap of deep learning papers organised for reading order — from foundational work to modern architectures, for anyone eager to learn the field through its literature.

Third-party open-source projects. We are not affiliated with their authors; repositories are provided as-is by their maintainers. Review each project's license, code and security before installing. See our Disclaimer.

Pros: what Deep Learning Papers Reading Roadmap does well

  • Thoughtful paper ordering
  • Covers the field's history and milestones
  • Free and community-maintained

Cons: where it falls short

  • Paper links, not explanations
  • Some older sections not recently updated

Who Deep Learning Papers Reading Roadmap is for

Learners who want to understand deep learning by reading its key papers in order.

Who can skip it

People who prefer video or code-first learning.

Deep Learning Papers Reading Roadmap alternatives

Not sold on Deep Learning Papers Reading Roadmap? These do a similar job, and each card says what it has in common.

Dive into Deep Learning

Focus: book, course and pytorch. Shares deep learning and open source with Deep Learning Papers Reading Roadmap. Rated 4.9 (Deep Learning Papers Reading Roadmap: 4.6).

CourseFreeWeb

LLM Course

Focus: llm, course and colab. Shares roadmap and open source with Deep Learning Papers Reading Roadmap. Rated 4.8 (Deep Learning Papers Reading Roadmap: 4.6).

CourseFreeWeb

Deep Learning Drizzle

Focus: lectures, machine learning and reinforcement learning. Shares deep learning and open source with Deep Learning Papers Reading Roadmap. Rated 4.5 (Deep Learning Papers Reading Roadmap: 4.6).

CourseFreeWeb

AI Expert Roadmap

Focus: ai, learning and machine learning. Shares roadmap and deep learning with Deep Learning Papers Reading Roadmap. Rated 4.7 (Deep Learning Papers Reading Roadmap: 4.6).

CourseFreeWeb

Awesome LLM

Focus: llm, awesome list and ai. Shares papers and open source with Deep Learning Papers Reading Roadmap. A website, not a course. Rated 4.7 (Deep Learning Papers Reading Roadmap: 4.6).

WebsiteFreeWeb

Free alternatives to Deep Learning Papers Reading Roadmap

Want to spend nothing? These free picks cover similar ground.

Open Notebook

Focus: notebooklm alternative, ai chat and podcasts. Shares research and open source with Deep Learning Papers Reading Roadmap. An AI tool, not a course. Same 4.6 rating.

AI ToolFreeWeb, Cross-Platform

Awesome Academic Research Skills

Focus: awesome list, academic research and ai agents. Shares papers and open source with Deep Learning Papers Reading Roadmap. A website, not a course. Rated 4.2 (Deep Learning Papers Reading Roadmap: 4.6).

WebsiteFreeWeb

FinAI Research

Focus: finance, economics and latex. Shares research and open source with Deep Learning Papers Reading Roadmap. An AI tool, not a course. Adds macOS, Windows and Linux. Rated 4.2 (Deep Learning Papers Reading Roadmap: 4.6).

AI ToolFreemacOS, Windows

fast.ai

Focus: machine learning, course and free. Shares deep learning with Deep Learning Papers Reading Roadmap. Rated 4.8 (Deep Learning Papers Reading Roadmap: 4.6).

CourseFreeWeb
Are you the maker of Deep Learning Papers Reading Roadmap?Get a free Featured badge for your site, a share image and ready-to-paste posts. No sign-up.

Free Notion database

1,100+ ways people are making money online

Real online businesses, creators and projects, broken down by how they make money: apps, online stores, AI tools and more. Free on Gumroad.

Get the free database

Free Notion database

399+ ways to make money online

Hundreds of online income methods in one place, so you can compare options and pick one to try. Free on Gumroad.

Get the free list

For research and ideas only. Results vary and nothing here is a promise of income. See our Disclaimer.

Weekly newsletter

Everything new, every Monday.

One short email every Monday with everything shipped that week: new free tools and websites, new guides, new free browser tools and what's new in my free Gumroad libraries, plus how the site is growing. Free, and you can unsubscribe anytime.

Join the newsletter

You sign up on Gumroad, which stores your email to send the newsletter. See our Privacy Policy.