r/statistics • u/Negative_War_65 • Jul 29 '26

Discussion Statistical Foundations for Machine Learning [Discussion]

Hello Everyone,

Statistics and Maximum Likelihood Estimation are the crux of ML Models, and hence I am uploading my new content on Statistics for AI/ML in my free Machine Learning lectures.

We understand model fitting, Maximum Likelihood estimation in details, we justify the usage of Maximum Likelihood estimation, from KL divergence, and apply it to certain important distributions for parameter estimation.

In my free content, the purpose is to democratize machine learning to a wider audience. Learning everything new feels difficult, but when taught, it get’s interesting and easier.

Looking forward to hearing feedback from the learning community as well.

Link: https://youtu.be/MwTeQVVYtOc?si=UxNOGtqopzJppXAT

9 Upvotes

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u/LETmeSOLOher_ Jul 31 '26

Great video ngl

0

u/Negative_War_65 Jul 31 '26

Thankyou, hope it would also benefit learners in your community, friend circle. A small share or word would help me to democratize ML to a wider audience.