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Introduction to Scientific Computing with Python

Overview

Skills Needed

Get started with scientific computing using Python and SciPy library. Learn about numerical computing, optimization techniques, and data analysis with SciPy.

  • Basic knowledge of Python programming

Outline

  • Introduction to Scientific Computing
  • Exploring Numerical Computing with SciPy
  • Data Analysis with SciPy
  • Optimization Techniques
  • Linear Algebra Operations
  • Integration and Differentiation
  • Signal Processing with SciPy
  • Statistical Analysis
  • Visualization with Matplotlib
  • Best Practices for Scientific Computing with Python and SciPy
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