BlueRingsLabs/no-shortcuts
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the… Why it matters: useful plumbing for shipping LLM-powered features.
GitHub description: Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
Stars
133
Last 24h
+0
Last 7 days
+119est.
Forks
23
Related repos
All no-shortcuts alternatives →- rohitg00/ai-engineering-from-scratch+2.6k stars this week
Learn AI Engineering! Learn it. Build it. Ship it for others.
- huggingface/transformers+293 stars this week
Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for…
- MakazhanAlpamys/Soup+216 stars this week
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
- TrenTorch/TrenTorch+137 stars this week
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning.
Star history
GitHub stars over time. A steeper line means the repo is gaining attention faster.
Daily, since Oct 22, 2026 · 48 → 133
* / est. Estimated: until we have enough daily snapshots for a repo, its gain is total stars ÷ days since creation. Measured numbers replace estimates automatically.
Maintainer? Add the badge to your README
Shows your live OSS Radar rank and links back here. Updates hourly.
[](https://ossradar.net/repo/BlueRingsLabs/no-shortcuts)<a href="https://ossradar.net/repo/BlueRingsLabs/no-shortcuts"><img src="https://ossradar.net/badge/BlueRingsLabs/no-shortcuts" alt="Trending on OSS Radar"></a>About no-shortcuts
BlueRingsLabs/no-shortcuts is a Python project in the LLM tooling category, created 30 days ago. It has 133 GitHub stars and 23 forks, and gained +119 stars over the last 7 days (early estimate), ranking #171 of 171 LLM tooling repos tracked by OSS Radar this week.
See more trending LLM tooling repos or the top AI repos this week. Looking for something similar? See no-shortcuts alternatives.
- Language
- Python
- Category
- LLM tooling
- License
- Other (custom license)
- Created
- Sep 26, 2026
- Last code push
- 30 days ago (Sep 26, 2026)
- Latest release
- No releases yet
- AI engineering
- course
- data engineering
- deep learning
- LLM
- machine learning
- mlops
- Python
- PyTorch
- RAG
- reinforcement learning
- security
Rising in LLM tooling this week
- Ebony-Vinyl/dsh-our-free-model+14k stars this week
All you do is install this plugin in dsh: no login, no sign-up, no API key — the frontier models are just there, DeepSeek V4.1 Flash and…
- Graphify-Labs/graphify+6k stars this week
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph.
- affaan-m/ECC+5k stars this week
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code…
- Niko1221/Strata+4.6k stars this week
Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux.
- ai-job-search-dev/ai-job-search+4kest. stars this week
The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover…
- lemomo-ai/lemo-opuscar+3.8k stars this week
A toolbox of film styles made in code for Claude Code: 59 ready to use, and your own.
BlueRingsLabs/no-shortcuts is #435 of 450 on today's leaderboard.