Python HEC

This page is dedicated to ECG2 students at Stanislas College for the Python Programming course. This course will bring you some basics in Python and will try to give an overview of the mathematical situations where Python programming can be very useful.

💡 For praticals, you can download with the ‍📲 button or run on the net via 📱.
💡 Corrections are available by clicking on 📕.

📤 To hand in your homework, go to this page with password python.

Cheat Sheet & Training

Here are a form of the Python commands required and some Python oral exercices.

Content

  1. Preliminaries and slides of presentation
  2. Data Structures
  3. Numpy & Plots
  4. Integration
  5. Zeros of Functions
  6. Linear Algebra
  7. Linear Algebra 2
  8. Discrete Random Variables & Simulations
  9. Inversion Method
  10. Continuous Random Variables & Inversion Method
  11. Univariate Statistics
  12. Bivariate Statistics & Regression
  13. Monte Carlo Method
  14. Multivariate functions

Practicals

Sessions Content Material Correction
Practical 1 Data Structures 📲 Download or 📱 Online [📕 Correction]
Practical 2 Numpy & Plots 📲 Download or 📱 Online [📕 Correction]
Practical 3 Integration 📲 Download or 📱 Online [📕 Correction]
Practical 4 Zeros of Functions 📲 Download or 📱 Online [📕 Correction]
Practical 5 (DM) Linear Algebra 📲 Download or 📱 Online [📕 Correction]
Practical 6 A Linear Algebra 2 📲 Download or 📱 Online [📕 Correction]
Practical 6 B Linear Algebra 2 📲 Download or 📱 Online [📕 Correction]
Practical 7 Discrete Probabilities & Simulations 📲 Download or 📱 Online & 📖 Cours [📕 Correction]
Practical 8 Simulations & Inversion Method 📲 Download or 📱 Online & 📖 Cours [📕 Correction]
Practical 9 Continuous Random variables & Inversion Method 📲 Download or 📱 Online & 📖 Cours [📕 Correction]
Practical 10 Univariate Statistics 📲 Download or 📱 Online & 📖 Cours [📕 Correction]
Practical 11 Bivariate Statistics & Regression 📲 Download or 📱 Online & 📖 Cours [📕 Correction]
Practical 12 Monte Carlo Method 📲 Download or 📱 Online & 📖 Cours [📕 Correction]
Practical 13 Multivariate Functions 📲 Download or 📱 Online & 📖 Cours [📕 Correction]

Last updated on Jul 30, 2022