Computer aided desig ...

Topic outline

• 

  General

  • Forum for questions and discussions

    This forum to discuss course content.
    General news and announcements are in WeChat group "Computer aided design" (сontact the teachers if you need a link).
• This topic
  

  Instructions

  • How to change your password (if you want) URL
  • How to use the forum URL
  • How to see your grade URL
  • About programming homework URL
  • About quiz (test questions) URL
• 

  Week 1

  • Lecture 1 URL

    Structure of the course
    About  weather satellites
    
  • video 1 URL
  • Lecture 2 URL

    Numpy library for array computing
    Matplotlib library for visualization
    
  • video 2 URL
  • Practice 1 URL

    Examples with Numpy arrays 
    
  • video practice 1 URL
  • Lecture 3 URL

    About spectral analysis and filters.
    
  • video 3 URL
  • Practice 2 URL

    Filter design in SciPy
    
  • video practice 2 URL
  • Homework graded test 1 ---- (5 points) Quiz

    Opened: Sunday, 17 December 2023, 3:00 PM

    Closed: Thursday, 21 December 2023, 4:00 PM
  • Description for programming tasks URL
  • Programming task 1 ---- (5 points) External tool

    Deadline - 21.12.2023, 22-00  in Beijing time
    

  • Solution 1 URL
• 

  Week 2

  • Lecture 4 URL

    Amplitude and frequency modulation
    
  • video 4 URL
  • Practice 3 URL

    Adding noise.
    Suppress noise by bandpass filter.
    
  • video practice 3 URL
  • Graded test 3.1 Quiz

    Opened: Tuesday, 19 December 2023, 10:16 AM

    Closed: Tuesday, 19 December 2023, 10:40 AM
  • Lecture 5 URL

    AM and FM demodulation.
    Normalized cross correlation
    
  • video 5 URL
  • Lecture 6 URL

    Detection of sync pulses
    Creating own classes
    
  • video 6 URL
  • Practice 4 URL

    Homework 1 solution
    Class creation examples
    Finishing our simulation model
    
  • video practice 4 URL
  • Homework graded test 2 ---- (5 points) Quiz

    Opened: Monday, 25 December 2023, 2:00 AM

    Closed: Thursday, 28 December 2023, 4:00 PM
  • Description for programming task 2 URL
  • Programming task 2 ---- (5 points) External tool

    Deadline - 28.12.2023, 22-00  in Beijing time
    

  • Solution 2 URL
• 

  Week 3

  • Lecture 7 URL

    Monte Carlo methods
    
  • video 7 URL
  • Graded test 5.1 Quiz

    Opened: Tuesday, 26 December 2023, 10:00 AM

    Closed: Tuesday, 26 December 2023, 10:20 AM
  • Practicum 5 URL

    Small quiz explanation (classes, Monte Carlo)
    Explore our simulation model
    
  • video practice 5 URL
  • apt_error_model.py URL

    Function for our simulation model
    (updated, see video in Lecture 8)

  • Lecture 8 URL

    Few examples how explore our model
    Optimization
    Gradient-based optimization
    
  • video 8 URL
  • Lecture 9 URL

    Applying optimization for our simulation model
    
  • video 9 URL
  • Practicum 6 URL

    The idea of machine learning, and how we can apply it in simulation modelling
    
  • video practice 6 URL
• 

  Final tasks

  • Final quiz

    Opened: Friday, 29 December 2023, 10:15 AM

    Closed: Friday, 29 December 2023, 11:00 AM

    Test will be closed - 29.12.2023,  17-00 in Beijing time
    
    
    Answer in order. After moving on to the next question, you cannot return to the previous one, even if you did not select an answer.
    

  • Description for programming task 3 URL
  • Programming task 3.1 ---- (5 points) External tool

    Deadline - 30.12.2023,  17-00 in Beijing time
    

  • Programming task 3.2 ---- (5 points) External tool

    Deadline - 30.12.2023,  17-00 in Beijing time
    

  • Final survey Quiz

    Opened: Friday, 29 December 2023, 10:15 AM

    Closed: Saturday, 30 December 2023, 11:00 AM

    It will be closed - 30.12.2023,  17-00 in Beijing time
    
    There are no right answers here. Just 2 questions about your impression of this course. You will receive 1 point for answering each question (regardless of the option you choose).
    

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  Rating

  • Current rating URL

    26/12/2023