search

AsfariaChowdhury / LearningAI

Documenting my journey in learning Artificial Intelligence (AI).
1 stars 0 forks source link

Learning Statistics #19

Open AsfariaChowdhury opened 1 year ago

AsfariaChowdhury commented 1 year ago

Completed reading Linear Regression pdf.

AsfariaChowdhury commented 1 year ago

https://medium.com/analytics-vidhya/mae-mse-rmse-coefficient-of-determination-adjusted-r-squared-which-metric-is-better-cd0326a5697e

AsfariaChowdhury commented 1 year ago

https://medium.com/analytics-vidhya/probability-vs-likelihood-873dcfe15df8

https://leimao.github.io/blog/Maximum-Likelihood-Estimation-VS-Maximum-A-Posteriori-Estimation/

https://pub.towardsai.net/probability-vs-likelihood-a79335c985f7

AsfariaChowdhury commented 1 year ago

https://mmuratarat.github.io/2019-10-05/univariate-multivariate_gaussian

AsfariaChowdhury commented 1 year ago

Linear Regression, with hyperparameter custom functions defined in Tutorial.

Two files attached: Notebook, .csv

AsfariaChowdhury commented 1 year ago

https://towardsdatascience.com/probability-concepts-explained-maximum-likelihood-estimation-c7b4342fdbb1

AsfariaChowdhury commented 1 year ago

https://python.plainenglish.io/a22-linear-regression-part-1-simple-multiple-linear-regression-under-over-fitting-no-801135e78d12

AsfariaChowdhury commented 1 year ago

https://junaidsqazi.medium.com/a29-logistic-regression-part-1-theory-slides-lecture-8c8fcd3dc98d

AsfariaChowdhury commented 1 year ago

https://nadeemm.medium.com/cost-function-loss-function-c3cab1ddffa4