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Master Python Scipy

Categories: Programming Language
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About Course

This course will guide you through Python SciPy’s essential features, starting with installation and setup, all the way to advanced data handling and optimization techniques. Learn how to manipulate sparse matrices, optimize functions, perform interpolation, and handle spatial data. You’ll also explore real-world examples such as creating a voice recorder program. Perfect for those looking to enhance their Python skills for scientific computing.

Author -By DataCode With Sharad

What Will You Learn?

  • Install and set up Python SciPy
  • Work with SciPy constants and units
  • Optimize functions using SciPy's optimization tools
  • Handle sparse data and perform matrix operations
  • Represent graphs using adjacency matrices
  • Work with spatial data like triangulation, convex hull, and KDTrees
  • Save and load Matlab arrays
  • Perform 1D interpolation in Python
  • Create a voice recorder program in Python

Course Content

Python SciPy course

  • Python SciPy Introduction & Installation
    12:55
  • Python SciPy Constants: Units and Definitions
    56:12
  • Python SciPy Optimizers: Function Optimization
    26:35
  • Python SciPy Sparse Data: Matrix Methods
    31:29
  • Python SciPy Graphs: Representation of Graphs Using Adjacency Matrix
    35:13
  • Python SciPy Spatial Data: Triangulation, Convex Hull, KDTrees
    47:46
  • Python SciPy Matlab Arrays: Save & Load .mat Files
    21:39
  • Python SciPy Interpolation: 1D Interpolation
    30:01
  • Python Program for Creating Voice Recorder
    15:21

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