Statistics - A Full University Course on Data Science Basics
🎥 Course by Monika Wahi.
🔗 These lectures are based on the textbook Understanding Basic Statistics, 6th Edition, by Brase & Brase, available here: https://www.amazon.com/Understanding-Basic-Statistics-Charles-Henry/dp/1111827028
🔗 Monika Wahi's LinkedIn Learning courses are here: https://www.linkedin.com/learning/instructors/monika-wahi?u=2125562
🔗 Visit Monika Wahi's web page here: http://www.dethwench.com/
🔗 Monika Wahi's peer-reviewed articles listed here: https://scholar.google.com/citations?user=v3BDf1oAAAAJ&hl=en
⭐️ Course Contents ⭐️
⌨️ (0:00:00) What is statistics
⌨️ (0:33:34) Sampling
⌨️ (1:21:20) Experimental design
⌨️ (2:00:32) Randomization
⌨️ (2:16:25) Frequency histogram and distribution
⌨️ (2:35:58) Time series, bar and pie graphs
⌨️ (3:10:10) Frequency table and stem-and-leaf
⌨️ (3:39:41) Measures of central tendency
⌨️ (4:11:56) Measure of variation
⌨️ (4:58:35) Percentile and box-and-whisker plots
⌨️ (5:24:58) Scatter diagrams and linear correlation
⌨️ (6:39:54) Normal distribution and empirical rule
⌨️ (7:05:39) Z-score and probabilities
⌨️ (7:45:11) Sampling distributions and the central limit theorem
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Тэги:
#statistics #statistics_full_course #statistics_tutorial #statistics_for_machine_learning #statistics_course #statistics_tutorial_for_data_science #statistics_mean_median_mode #statistics_for_beginners #data_scienceКомментарии:
thank you . I is clearly presented .
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This Statistics course will require a lot of concentration. maybe my study-with-me videos could help keep you on track . :) Good Luck!
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I think it's, Very bad, 8 hours presentation of text only, not good👎
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I want to be your Statistics homework.
Then i would be hard and you would be doing me on your desk
She said ray shun al in the first two minutes. Is she sure it's not rash un al?
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Really appreciate the video. As a person who struggled in math class, learning this now feels so empowering.
Also, very small nitpick considering how grand and useful the video is - but around the 5 hour mark it felt kinda jarring to hear the word 'stupid' referring to students who didn't score high on tests in school. Some of us don't take tests well or had undiagnosed ADD. But our low test scores don't make us stupid.
Very small issue with a massively helpful piece of content. Thank you again for your great work.
Are we able to download the slides as well?
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bro taught me more about medical things than statistics
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FreecodeCamp do a labor to this dying world :c
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Thanks!
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Thank you
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