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.

⭐️ 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

--

[kristinag.]

What a beautiful era to be alive. Information, knowledge, and wisdom at our fingertips

[nagis]

Thanks for this video. This was really helpful in grasping some main ideas. If any of you are watching this entire video without any prior knowledge, I suggest you to switch the order a bit since I got a little lost when she started talking about frequency tables without the definition.
1. watch until 02:16:24
2. then jump to 3:10:12 for ch.2.1 Frequency Tables & Ch. 2.3 Stem and Leaf Displays
3. go back to 02:16:25 for Ch 2.1 Freq Histograms and Dist and Ch 2.2 Other Graphs
4. continue with the video from 03:39:41 Ch3.1 Measures of central tendency

[ibrahimseck]

Next up: Quantum physics in 73 hours (NO ADS!) lol... On a serious note, thank you for the great work you do !

[thecsspage]

⭐️ 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

[sudip_bhr]

I've a statistics joke, But the average person will think it's mean.

[rogerduke]

I am a semi-retired physician and using your video as a refresher for basic statistics. Your approach and method of teaching are excellent!! This video class is the best!!!

[odyssey]

When i will become rich, i will definitely donate a big amount to this organisation...you guys are really doing Great.. 👍👍

[nzubechichinedu]

Took me 4 days to complete this 8:15:04 course. Thanks a lot it's so helpful. I had to pause on a course I was taking because I needed to understand a bit of statistics in order to understand the course properly. I didn't know statistics could be this simplified and fun. I don't understand statistics nor biostatistics at school 😂. You're a super teacher ❤️. God bless you 🙏.

[goha]

Im so glad we live in an era where this quality of material is available at our fingertips thank you so much for this !

[TheDorac]

Doing a university module on this in the upcoming semester! This couldn't have come at a better time!

[TheUglyPirate]

Just wanted to say thank you. With this pandemic all classes went from in person to online. And the statistics course that I got just gave me a bunch of papers and some homework tests. And reading through papers is very boring.
I got all the way up to variances and frequency variances on my own before I started to get a little lost.
Watching this video broke it down a little better than just me reading the paper.
So I greatly appreciate it.

[yantejeda]

After a week and a half of pusing myself to understand this course, I can say that I finally finished! It really got me understanding statistics more than any of my high school / college classes, as it kind of cleared the light of what statistics actually is instead of just throwing out obscure formulas and hoping that I can piece together what they all are for.

[alterego]

Having statistics explained with medical examples is such a godsend. This was absolutely amazing thank you so much!!

[bradmorgan]

I took a statistics course in college and using this video as a refresher. The explanations here are incredible. Thank you so much!

[yehfang]

Simply one of the greatest lectures on YouTube. Could get away without explaining the drawing of charts/graph as this is often automated using softwares easily accessible nowadays (e.g. data studio).

[AlessandraERamos]

Monika you are amazing...You make this so easy to understand it truly shows how knowledgeable you are. People who think they are experts make simple concepts confusing to those they teach, but true experts can make complex concepts explainable to everyone.

[franksm]

Sticking it to people on parameters v statistics. Love this already.

[gbagba]

Monika I can't thank you enough I literally cried of happiness many times, you helped me cracked this whole seemingly impossible world of statistics and now I got into it all thanks to you. I would go to Minnesota to say thank you with a big hug. Really thank you so much

[TheGrandmaster]

This damned channel is a national treasure. I swear on everything holy if I ever have money again, I'm gonna throw some your way.

[sajawalhassanf]

After 2 and a half weeks, I finally finished this course, the teaching was amazing, the way explaining was astonishing and overall just an amazing course! Next on to linear algebra!