Scientific-Computing

Scientific Computing Grad Course

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PNB 711/712 Scientific Computing

  • 00-Introduction
  • 01-Tools
  • 02-Google Colab and Jupyter Notebooks
  • 03-Variables
  • 04-Operators
  • 05-Lists
  • 06-Strings as Collections
  • 07-Tuples
  • 08-Sets
  • 09-Dictionaries
  • 10-Conditionals
  • 11-Loops
  • 12-Functions
  • 13-Classes
  • 14-Debugging
  • 15-Namespaces
  • 16-NumPy
  • 16.5-Pandas Data Exploration
  • 17-Simulating Data
  • 18-Compiling PsychoPy Data
  • 19-Plotting Data
  • 20-Data Analysis
  • 21-Compiling Data From PsychoPy
  • 23-MultiProcessing
  • 24-Beyond Gooogle Colab
  • 25-Unsupervised Machine Learning
  • 26-Supervised Machine Learning
  • 27-Text Analysis