Linear regression

Statistics and Probability > Exploring bivariate numerical data
https://www.khanacademy.org/math/statistics-probability/describing-relationships-quantitative-data

Logistic regression
https://www.medcalc.org/manual/logistic_regression.php

https://www.class-central.com/course/canvas-network-applied-logistic-regression-6579

https://www.canvas.net/browse/osu/courses/applied-logistic-regression

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Neural Networks and Deep Learning

Neural Networks and Deep Learning
https://www.coursera.org/learn/neural-networks-deep-learning

https://www.coursera.org/learn/neural-networks-deep-learning/supplement/CHeiR/frequently-asked-questions

“Math Processing Error”
The page is attempting to use MathJax to render math symbols.
… you have caught the web page Ajax javascript code in an incomplete state.

prerequisites:

  • Very basic programming skills (i.e. ability to work with dictionaries and for loops)
  • basic machine learning (how do we represent a dataset as a matrix, etc.).
  • basic linear algebra (matrix multiplications, vector operations etc.).

Python has a useful library “Numpy” that makes math operations very easy.
deep learning frameworks:

  • Tensorflow
  • Keras
  • PaddlePaddle,
  • CNTK
  • Caffe, …

Geoffrey Hinton interview
https://www.coursera.org/learn/neural-networks-deep-learning/lecture/dcm5r/geoffrey-hinton-interview
27:42 unsupervised learning: how to do it?

Cyclotron

Science in 60 Seconds: Cyclotron!
University of Alabama at Birmingham
Published on Feb 26, 2014

IBA radiopharmaceutical production solutions
ibagroup. Feb 18, 2014
Would you like to know how a PET center works?