# Statistics – A Full University Course on Data Science Basics

August 11, 2024 2024-08-11 9:25## Statistics – A Full University Course on Data Science Basics

Learn the essentials of statistics in this complete course. This course introduces the various methods used to collect, organize, summarize, interpret and reach conclusions about data. An emphasis is placed on demonstrating that statistics is more than mathematical calculations. By using examples gathered from real life, students learn to use statistical methods as analytical tools to develop generalizations and meaningful conclusions in their field of study.

🎥 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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## Comments (39)

## @stories_instroks

5:40:50

## @chandrascreation8432

Very nice information. Joined. 👍👍

## @ThomasEssoun-on3lf

Cool video

## @ghostofuchiha8124

watch at 2.5 to 3x

## @badrinath218

Guys if somebody can help me, I have a question for you. As a beginner with only a little knowledge about statistics, can I refer to this course? Will it help me understand all the statistics topics covered in the video, or do I need to clear up my basics first?

## @DanBlabbers

That audio quality and her nasally voice echoing makes this unlistenable

## @markkennedy9767

4:08:10 surely if the mean, median and mode are the same, then the distribution doesn't have to be normal. The converse holds the though.

## @user-em6ek4ir3w

Is this for ml engineering 🤔??? Plz i want to know

## @ctribe1002

Please provide lectures on topics like hypothesis testing, anova, normal distribution, binomial distribution, etc.

## @terreljoshuadsouza

1:53:40

## @codexAbhi007

please help where is chapter 8 and 9?

## @ravneetsingh22

Just here so I can learn to calculate the probability of my dad coming back with the milk.

## @codexAbhi007

An university student already knows what a sigma sign is so it makes no sense to say what is a sigma function is

## @user-vg2cv9cr4e

Is this course relevant for basic of stats for quantitaive finance??

## @pankajkumar-mu6uj

How to get the slides of this video?

## @anoneemous406

No discrete probability makes this video invalid as a “university course.”

## @itsmeais8346

طلعوا الحلقوم من سوالفكم البايخة

## @marinabaskakova2333

Great course, just wish the examples were more general / less focused on healthcare!

## @Ravi-vp1mu

Where to get the notes??

## @bertustenhoor9416

I don´t know if this was already mentioned, but the negative number (like -1.48) in the chebychev's slide "Let's try Chebychevs intervals!" means "waited 1.48 mins shorter than the mean. So stating that "At least 75 patients would have waited between -1.48 an 13.48 minutes" needs an addition related to the mean wiating time. so -1.48 DOES make sense..

## @ludwigvanbeethoven5176

33:41 bookmark

## @Outonfromalldirections

Statistics statistical statistically removing erasing vanishing whole entirely dua salaams badwas immensely heaviest apartings sortings divides Allah doing above on humanity followers do below on from all ends from all directions from all sides from all corners oh allah make made them easy return well on oh unmatched unpredict unimaginable uncompare fearless careless owner worthy on all true fresh on good will work names genuine real corrected holy originals protect guard what allah knows on under hijabsful arts strong defensive defeat on save safe secure securitise seal on under custody unshare unaware unquiness distances manner oh allah protect guard hoqoq Allah hoqoq Al ibaad documented acceptances confess surrender of uncompromise muslims from aadmm wa hawwaa correct protect guard on.

## @Spider_7_7

Statistics was one of my favorite college courses. I liked Stats 101 so much that I took Stats 102.

## @nathanericschwabenland88888

I did not know this until now

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complete

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