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Computational Analysis (Undergraduate)
Computational Analysis (Undergraduate)
Getting Started
Syllabus
Notebooks Overview
Labs
Lab 01 — Python Basics
Lab 02 — NumPy & Linear Algebra
Lab 03 — Pandas Data Analysis
Lab 04 — Visualization with Matplotlib
Lab 05 — Optimization via Gradient Descent
Lab 06 — 1D Heat Equation (Explicit FTCS)
Lab 07 — Linear Regression with scikit-learn
Repository
Open issue
.md
.pdf
Labs
Labs
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Open each lab from the left sidebar. Run cells top-to-bottom.