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Python for Scientific Computing

A comprehensive journey through Python, focusing on data science, symbolic math, machine learning, and high-end scientific visualization.

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Course progress

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Course overview

Course outline

Follow the modules in order for a guided path, or open any lesson directly. Each module groups a connected set of concepts.

Modules

8 modules · 19 lessons
  1. 01Python Basics

    1 lessons
  2. 02NumPy Deep Dive

    3 lessons
  3. 03SymPy Deep Dive

    3 lessons
  4. 04Pandas Deep Dive

    3 lessons
  5. 05Scikit-Learn Deep Dive

    3 lessons
  6. 06Advanced Scientific Stack

    1 lessons
  7. 07Data Visualization Deep Dive

    4 lessons
  8. 08Advanced Scientific Stack

    1 lessons