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 security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
Why this job: says: free course; topics: course

What it does
Every week somebody on the internet promises to turn you into an "AI Engineer" in six weeks. You watch the videos, you copy the notebook, you call model.fit(), you get 97% accuracy on a dataset that has been solved since before you were born, and you put "AI" on your CV. Then you get your first real job, somebody hands you a table with 400 million rows, a label that is wrong 8% of the time, a latency budget of 50 ms and a security team that wants to know why your chatbot just emailed the customer database to a stranger. And the six-week course has nothing to say about any of that.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 13 days ago
- Stars
- 174
- +4 this week
- Licence
- Custom
- Read before business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- None
- No issues filed
- Pull requests
- 0 merged
- 0 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 100%
Topics
- ai-engineering
- course
- data-engineering
- deep-learning
- llm
- machine-learning
- mlops
- python
- pytorch
- rag
- reinforcement-learning
- security
Project record
- JobLists and guides
- StatusListed
- Commits2
- Forks30
- Watching0
- Stars in 28 days+173
- CreatedSep 26, 2026
- First seen by usNov 7, 2026
- CheckedNov 8, 2026
