13.1 Statistics & Probability - CI using python

This Playlist contains an Understanding of Statistics & Probability.

• This playlist covers a wide range of topics related to statistics and their types.
• Basic probability and its significance are explained in an easy-to-understand manner.
• Binomial probability distribution and its applications are discussed in detail.
• The Central Limit Theorem, which is a fundamental concept in statistics, is covered in this playlist.
• The p-value, which is a measure of statistical significance, is also explained in detail.
• A/B Testing
• Different types of Tests & Error
• Univariate & Multivariate Analysis
• Hypothesis Testing
• Confidence intervals and how they are used in statistics are also discussed.
• Additionally, two projects that apply statistical methods are included in the playlist.


Notebook used: https://github.com/codehax41/Statistics_Probability

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#MachineLearning, #crispdm, #python, #probability, #statistics
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All Playlist in my channel

Machine Learning Playlist: https://www.youtube.com/playlist?list=PL_Ke9hJMFeR_R-lGBJOMrn8LTsUg814A5
Deep Learning Playlist: https://www.youtube.com/playlist?list=PL_Ke9hJMFeR_OIXA4u5w-hY2oFCRubDkI
AI Projects Playlist: https://www.youtube.com/playlist?list=PL_Ke9hJMFeR90QwrExVZJ-oWWzocafSzh

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THANKS & Love you all!!! ❤️

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