Engineering
Engineering Ethics
Professional responsibility, codes of conduct, case studies, and ethical decision frameworks for engineers.
⬇ Coming SoonKnowledge Base
Concise references across data science, programming, and engineering — sourced from jshiriyev/data-science-guide. Updated weekly.
Resources & Downloads
Lecture notes, reference sheets, and worked material, shared from Google Drive.
Science
Probability & Statistics
Distributions, inference, hypothesis testing, Bayesian methods, and regression reference sheets.
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Machine Learning
Machine Learning Algorithms
Algorithm summaries, model selection guides, evaluation metrics, and scikit-learn workflow references.
⬇ Coming Soon
Science
Scientific Computing
Numerical methods, SciPy workflows, ODE solvers, interpolation, optimization, and linear algebra references.
⬇ Coming Soon
Engineering
Fluid Mechanics
Continuity, Bernoulli, Navier-Stokes basics, pipe flow, dimensionless numbers, and boundary layer references.
⬇ Coming Soon
Petroleum Engineering
Formation Evaluation
Well log interpretation, petrophysical equations, porosity and permeability estimation, saturation models.
Open in Drive ↗
Petroleum Engineering
Reservoir Simulation
Finite difference methods, grid design, fluid flow equations, history matching, and simulation workflow guides.
Open in Drive ↗Python Tools
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