#26 of 36
paul_shell
Level 3 · Practitioner · Title: Analyst
1,260 XP
1,240 XP to the next level
Completed branches
16/ 228
Mastered sub-branches
61/ 680
Milestone projects
0/ 15
Highest tier
N1Mathematics of AI
Specialties
Still on the common trunk: specialties open from tier N6.
Their curriculum, tier by tier
A completed branch lights up in its family's colour. A branch is available once all its prerequisites, milestone projects included, are completed.
- Completed
- Available
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- N0Computing and PythonScripter15/15
- Python basics (Completed)
- Git (Completed)
- Linux / Shell (Completed)
- SQL (Completed)
- OOP (Completed)
- Iterators & generators (Completed)
- Typing (Completed)
- NumPy (Completed)
- Tests (Completed)
- Pandas / Polars (Completed)
- SciPy (Completed)
- Visualization (Completed)
- Profiling (Completed)
- Parallelism (Completed)
- GPU computing (Completed)
- N1Mathematics of AIAnalyst1/12
- Linear algebra (Completed)
- Calculus (Available)
- Probability (Available)
- Eigenvalues (Available)
- Gradient, Jacobian, Hessian (Locked)
- Bayes (Locked)
- Information theory (Locked)
- Statistics (Locked)
- SVD & decompositions (Locked)
- Optimization (Locked)
- MLE / MAP (Locked)
- Gradient descent (Locked)
- Tiers N2 to N13 · still locked
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