AI03-Topic01, Lecture

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List of posts to read before reading this article

• Python Libraries
• post2
• post3

Contents

• Note 01, Installation of python
• Note 02, Introduction to python
• Note 03, Trajectory
  • Parabolic trajectory
  • The average annual temperature of Seoul
• Note 04, Approximate value
  • Circular constant
  • Riemann-zeta function
• Note 05, Numerical method, Diffrential equation
  • Parabolic motion with air resistance
  • MERS
• Note 06, Curve fitting
  • Hubble constant
• Note 07, Perceptron
  • AND
  • XOR
• Note 08, Monte carlo
  • Circular area
  • Numerical integral
  • Matropolis algorithm and Ising model
• Note 09, Training nueral net
• Note 10, Application(1)
  • MNIST hand-written digit numbers
• Note 11, Application(2)
  • Voronoi cell, magnitude of earthquake

Note 01, Installation of python

Note 1, [ipynb][]

Note 02, Introduction to python

Note 2, [ipynb][]

Note 03, Trajectory

Note 3, [ipynb][]

Parabolic trajectory

The average annual temperature of Seoul

Note 04, Approximate value

Note 4, [ipynb][]

Circular constant

Riemann-zeta function

Note 05, Numerical method, Diffrential equation

Note 5, [ipynb][]

Parabolic motion with air resistance

MERS

Note 06, Curve fitting

Note 6, [ipynb][]

Hubble constant

Note 07, Perceptron

Note 7, [ipynb][]

AND

XOR

Note 08, Monte carlo

Note 8, [ipynb][]

Circular area

Numerical integral

Matropolis algorithm and Ising model

Note 09, Training nueral net

Note 9, [ipynb][]

Note 10, Application(1)

Note 10, [ipynb][]

MNIST hand-written digit numbers

Note 11, Application(2)

Note 11, [ipynb][]

Voronoi cell, magnitude of earthquake

List of posts followed by this article

• post1
• post2
• post3

Reference

• post1
• post2
• post3

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