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Day 1

Measures of Central Tendency:-

Article: https://statistics.laerd.com/statistical-guides/measures-central-tendency-mean-mode-median.php
FAQ: https://statistics.laerd.com/statistical-guides/measures-central-tendency-mean-mode-median-faqs.php
Short Questions: https://itfeature.com/short-question/Measure%20of%20Central%20Tendency.html#sthash.5yaJdevE.dpbs
Video(Might wanna turn the speed to .75x): https://www.youtube.com/watch?v=kn83BA7cRNM&list=PL8dPuuaLjXtNM_Y-bUAhblSAdWRnmBUcr&index=4&ab_channel=CrashCourse

Population and Sample:-

Article with Fancy Terms: https://sanjayjsw05.medium.com/population-and-sample-in-data-science-and-statistics-8a6d67e2f450
Population and Sample Overview: https://www.youtube.com/watch?v=iUutXUIwAvw&list=PLZoTAELRMXVMhVyr3Ri9IQ-t5QPBtxzJO&index=7&ab_channel=KrishNaik

Sampling Methods(Optional):-

Part 1(Probabilistic Sampling): https://sanjayjsw05.medium.com/sampling-in-statistical-research-part-1-9321a23071cc
Part 2(Non Probabilistic Sampling): https://sanjayjsw05.medium.com/sampling-in-statistical-research-part-2-7bb830898fb2

Probability:-

Basics: https://ltcconline.net/greenl/courses/102/Probability/basic_terms_of_probability.htm
Random Variable: https://towardsdatascience.com/understanding-random-variable-a618a2e99b93
Conditional Probability and Total Probability Theorem: https://corporatefinanceinstitute.com/resources/knowledge/other/total-probability-rule/#:~:text=However%2C%20we%20know%20the%20probability,the%20probability%20of%20event%20A.
Bayes Theorem(Simplest Case): https://www.youtube.com/watch?v=XQoLVl31ZfQ&t=14s&ab_channel=Dr.TreforBazett
Bayes Theorem(Generalized): https://www.youtube.com/watch?v=k6Dw0on6NtM&ab_channel=Dr.TreforBazett
Bayes Theorem(Optional since it might get a bit confusing but it's still the best): https://www.youtube.com/watch?v=HZGCoVF3YvM&ab_channel=3Blue1Brown