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AsfariaChowdhury / LearningAI

Documenting my journey in learning Artificial Intelligence (AI).
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HOMEWORK: Statistics #16

Closed AsfariaChowdhury closed 1 year ago

AsfariaChowdhury commented 1 year ago

https://github.com/AsfariaChowdhury/LearningAI/issues/15#issue-1867532850

Also: Look up Doc of Lec 8

AsfariaChowdhury commented 1 year ago

Updated exercise answers.

AsfariaChowdhury commented 1 year ago

Updated till word sparcity.

AsfariaChowdhury commented 1 year ago

Updated till LMs in topic modeling.

AsfariaChowdhury commented 1 year ago

Updated till Conditional Probability.

AsfariaChowdhury commented 1 year ago

TODO:

  1. Watch YouTube on Bayes Theorem.
  2. Proceed after: https://github.com/AsfariaChowdhury/LearningAI/issues/16#issuecomment-1697981413
AsfariaChowdhury commented 1 year ago

Continue from watching YouTube on Kernel Density Estimation.

AsfariaChowdhury commented 1 year ago

Continue from watching YouTube on how to convert a pmf pdf to cdf

AsfariaChowdhury commented 1 year ago

https://youtu.be/Zg_OGcSJYHI?si=XZnkkhzhxzAywcbD

AsfariaChowdhury commented 1 year ago

https://youtu.be/1TRYf4_ZFT8?si=k5pGid37fChnLWnY

AsfariaChowdhury commented 1 year ago

Continue from: MLE over a continuous random variable

AsfariaChowdhury commented 1 year ago

From pp 194, read slides, no need to write.

AsfariaChowdhury commented 1 year ago

Continue reading from pp 210, Discrete Variable Comparison Metrics.