Statistic for beginners | Statistics for Data Science

[@GeeksLesson]

Blank / Black part of this video is re-uploaded here: kzbin.info/www/bejne/o4Kmp3SVlNmVgsk More Statistics Courses: kzbin.info/aero/PLqrmzsjOpq5i5YITE2EylhDpBvFcphSbS ** Table of Contents ** Vocabulary and Frequency Tables (0:00) Data and Types of Sampling (19:00) Histograms and Box Plots (39:00) Measures of Center and Spread (1:06:00) Probability Formulas (1:43:00) Contingency Tables (2:09:00) Tree Diagrams and Bayes Theorem (2:21:00) Discrete Probabilty Distributions (2:35:00) Binomial Distribution (2:48:00) Poisson Distribution (3:08:00) Continuous Probability Distributions and the Uniform Distribution (3:23:00) Normal Distribution (3:46:00) Central Limit Theorem (4:15:00) Confidence Interval for a Proportion (4:30:00) Hypothesis Testing for a Single Proportion (4:53:00) Hypothesis Testing for Two Proportions (5:36:00) Confidence Interval for a Mean (5:52:00) Hypothesis Testing with a Mean (6:7:00) Hypothesis Testing for Matched Pairs (6:25:00) Hypothesis Test for Two Means (6:45:00) Hypothesis Testing for Goodness of Fit (7:00:1) Hypothesis Testing for Independence (7:25:00) Hypothesis Testing a Single Variance (7:50:00) Hypothesis Testing for Two Variances (8:04:00) Hypothesis Test for Several Means (8:21:00) Hypothesis Testing for Correlation and Regression (8:35:00)

[@shaswatmjha]

Please reply urgently: Does this video cover the following topics 1. Bernoulli Trials 2. Area Under Graph 3. T test 4. Chi Squared Test

[@akashkumargoel3950]

@@shaswatmjha except the 1st one

[@shaswatmjha]

Akash kumar Goel bernoulli trials is almost same as binomial distribution topic

[@Samuel-di3uo]

Bayes theorem has no audio

[@shaswatmjha]

@@Samuel-di3uo Goto the youtube channel of the instructor he has uploaded all

[@insideredgemma]

Paid 36 thousand dollars for a semester at Harvard that i never listened or engaged with a second of but 9 hours later it doesnt even matter. Thanks Geeks!

[@bobanmilisavljevic7857]

I regret how I handled college but KZbin gives me another chance to actually learn what I need/want

[@mohammedhussain6169]

Hey that’s great how is the scope after data science.?

[@mohammedhussain6169]

Hey please give your insta or whatsapp i want to talk with you.. please I enrolled course in data science

[@topiccentral2]

Never even been able to watch anything that's more than an hour long, but i finished this video in a day. This video is a miracle. So thankful for the creator of the video!

[@MyCS1]

== Topics Covered in this course: **************************** Vocabulary and Frequency Tables (0:00) Data and Types of Sampling (19:00) Histograms and Box Plots (39:00) Measures of Center and Spread (1:06:00) Probability Formulas (1:43:00) Contingency Tables (2:09:00) Tree Diagrams and Bayes Theorem (2:21:00) Discrete Probabilty Distributions (2:35:00) Binomial Distribution (2:48:00) Poisson Distribution (3:08:00) Continuous Probability Distributions and the Uniform Distribution (3:23:00) Normal Distribution (3:46:00) Central Limit Theorem (4:15:00) Confidence Interval for a Proportion (4:30:00) Hypothesis Testing for a Single Proportion (4:53:00) Hypothesis Testing for Two Proportions (5:36:00) Confidence Interval for a Mean (5:52:00) Hypothesis Testing with a Mean (6:7:00) Hypothesis Testing for Matched Pairs (6:25:00) Hypothesis Test for Two Means (6:45:00) Hypothesis Testing for Goodness of Fit (7:00:1) Hypothesis Testing for Independence (7:25:00) Hypothesis Testing a Single Variance (7:50:00) Hypothesis Testing for Two Variances (8:04:00) Hypothesis Test for Several Means (8:21:00) Hypothesis Testing for Correlation and Regression (8:35:00)

[@zillboy]

Thank you!

[@CarizshannelShaddyCariz]

Thankyou solo much

[@manojkumarandol]

My CS 8

[@latlov]

Tyler. However, the part of the video where there is no voice right at the Bayes Theorem topic, there is no link for a re-uploaded video with sound. Just like @Bill Windsor and others report in the comments: "Please note: audio/voice is off from 2:27:30 through 2:45:25. Audio resumes at Section 2.4 Discrete Probability Distributions (at 2:45:25)." Actually, I looked for the video in the channel and it looks like there's no such video :(

[@grapy83]

Thanks

[@richardgordon]

I've been looking at a variety of statistics courses and books to understand Statistics, and this is by far the best course around. Its clear, simple and well explained. A huge thank you to the Author/Instructor.

[@padmanabhanvijendran9358]

I went through many videos to learn Statistics for Data science and stopped half way because of boring lectures. But this one I feel the teaching is perfect and it's concentrates on basics which other videos lacks. Keep up the good work.

[@akshays4943]

can you refer you tube channel for stats in DS?

[@morecambeboy]

Millions of thanks, I am in quarantine in Panama, I am reinforcing my knowledge with you

[@ciycodeityourself6152]

Me too

[@ogunkayodeoluwaseun9348]

Same but in Nigeria

[@MarceloNajar]

Same here learning From Nicaragua

[@dhirajkumarsahu999]

I have a doubt at 5:40:50 . The shaded region shows the probability of p being less than 0.584 or the probability of p being in the range of 0 - 0.487. then why did they mention that it's the probability of p being equal to 0.584 Please clear my doubt

[@nancyjanekariuki6151]

I really love the videos. They have simplified statistics. Truly am grateful. You are a great teacher. Thank you.

[@Geoffreynyachae]

good to see tuko wengi huku

[@dhirajkumarsahu999]

I have a doubt at 5:40:50 . The shaded region shows the probability of p being less than 0.584 or the probability of p being in the range of 0 - 0.487. then why did they mention that it's the probability of p being equal to 0.584

[@dhirajkumarsahu999]

Can your please help

[@a.r.7908]

this is soooo helpful thank you! this is my third time trying to pass my stats course, this is all i have to help me pass. its finally working out now thanks to your awesome and clear teaching with examples. You should have had my tuition money. thank you again.

[@Geekyology]

This is the best statistics full course available on youtube

[@GeeksLesson]

Thanks for your feedback.

[@33DRodriguez]

Thanks for this course! I’ve taken stats for two different majors, years ago, and this was by far the easiest to follow and retain.

[@mostafakamal8533]

Great . May Allah Bless you. I really surf a lot to find a best one ..and this is .....

[@Sapkaal]

This channel is the god gift for me...Thank You Geek's Lesson Team

[@GeeksLesson]

It's our pleasure. Happy statistical learning

[@menasheaharonian9183]

dude, it's the first time I REALLY understand standard deviation and the rational behind it. I truly appreciate your teaching. Would love to see Statistics for advanced for data science.

[@ErandathieGamage]

I wouldn't have hated statistics during my university days if this video was available back then! Completed 4 hours and I am loving the subject. This is what a good teacher can do; make you fall in love with the subject

[@helovesdata8483]

I avoided Statistics my whole life. Now I'm learning it and so far, its not as bad as I thought

[@olusholasoyoye2089]

Thank you for this wonderful video. I only wanted to point out that the confidence interval (CI) is interpreted wrongly in the video (5:01:28). That interpretation is for the Bayesian credible interval. You cannot make probabilistic statement about the parameter using CI. Think about it, the estimate (p-hat) is fixed.

[@memmudmemmed3022]

I wish I could like your course twice! incredible!

[@sairajsawant271]

In most of the courses they try to teach through some animation but it become boring but this course brings back in my college days where simplicity is better than hi-fi.

[@jackau4617]

Explain clearly easy to understand the best course ever

[@bidhanbhattarai8863]

Thank You friend. Locked Down in Bhaktapur, Nepal expanding my knowledge .

[@GeeksLesson]

Keep up this statistical learning.

[@dhirajkumarsahu999]

@Geek's Lesson I have a doubt at 5:40:50 . The shaded region shows the probability of p being less than 0.584 or the probability of p being in the range of 0 - 0.487. then why did they mention that it's the probability of p being equal to 0.584 Can you please help

[@melhemhamade4210]

Best statistics course ever. Thank you.

[@rachadlakis1]

Its clear, simple and well explained. A huge thank you to the Author/Instructor.

[@cenkkarakas9434]

İt is very very useful; at 9 hours, clear explanations thanks bro really appreciated

[@amirshahzadASWIN007]

Thanks and stay Blessed. You made statistics easer, i was very confused about concepts.

[@piyalikarmakar5979]

One of the best and finest clear explanation of stats...No doubts left 😀..Thanks sir...

[@YlmazDALKIRANscallion]

Thanks for free lessons. Greetings from Turkey.

[@arghadeepmisra7865]

Tip - Changing the speed to 1.25X will give you 2 Hours 19 Minutes of your life without loosing or struggling to understand anything.

[@thiagomoreira5287]

I changed to 2X

[@simplypqz]

Ur not that in a hurry.

[@prashantmahida8402]

Dear Sir, Thank you very much for this course. I can not thank you enough for this course and how much it has helped me. Love from India ❤

[@shekharbabar2496]

best teaching method I ever seen on youtube...................

[@sreesankar07]

man I am in 8th grade and didn't know much statistics.I learned python for ML but when I came close I knew cannot progress until I learn Statistics.Thanks a lot

[@ogheneovookurumeh9414]

Very good lecture. However, you are yet to solve the problem related to the audio on the topic: Tree diagrams and Bayes theorem 2:27:40 - 2:45:14

[@khagendrarajpoudel3614]

It is so useful for me. Some Blank part with voice start from 1:21:00 !!

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[@C.Sanjana]

Amazing teaching style, never thought statistics would feel so interesting. Thanks a lot!

[@Jackschronicles]

Wonderful video on statistics...Thank you Sir..

[@bpassion4fashion581]

What an amazing video! You are a gifted professor

[@Ouss14705]

Great video, more helpful than a whole semester in university.

[@alexy7634]

This is a great set of mini-lectures. Many thanks for uploading this!

[@devsutong]

i don't just love this video but this channel as a whole 😍♥️♥️ thanks who ever you are♥️🚩

[@GeeksLesson]

It's our pleasure.

[@diencai1812]

Thank you for sharing your knowledge and insight. Purposely simple and strikingly on point at the same time. Your "simplicity is the ultimate sophistication"!

[@ainnoot4995]

I need this course and I have to teach myself because of "distance learning". You're much better than my last professor.

[@narcissismhghara4350]

It's really a great tutorial, I finally understood Bayes theory and can now solve such problems. probability and statistics class at university is nothing compared to this video. Thank you soou much for this

[@govindaghimire4852]

Love the video lecture. An excellent way to explain the things required with good examples

[@GeeksLesson]

Thanks for your valuable feedback

[@AJ-vj8pm]

Hello, from 1:06 - 1:43 I can only hear sound but the screen is blacked out. Can please update this video with that section on standard deviation or post a separate video? Thanks

[@isaacnicholaus4361]

This was a very informative video of the statistics course I have come across so far, thank you very much.

[@Astrid-wn4uv]

Who else is here during quarantine using their time wisley refreshing on Stats!

[@ronaldnyasha6167]

Um here taking advantage of this opportunity, before start my masters in banking and finance in September

[@trinasky8591]

I'm here to crash course to pass my Stats class during my summer class

[@keangkong]

I've been out of school for 30 years. Although it has nothing to do with my job, I figured I should have taken a statistic class when in college. Now, thanks to the Prof, I'll know the basics of statistics.

[@thulasirao9139]

Useful for data science...

[@DrJaiLeadership]

I am using this course to prepare to become a data scientist.

[@ajaytomar369]

Really helpful video. Just a tip: If you could do the tests in any language(R or Python) along with the mathematical formulas, people might love it even more. I did it the same way and thus, the knowledge transfer seems strong with your content...

[@thematureneuro468]

for discrete probability distribution and the end of tree diagram with bayes theorem, the sound cuts out. 02:27:50 until 02:48:00

[@fc-qr1cy]

Great video he makes it so easy to follow along. Where were u 27 years ago? When i was in high school.

[@maxwelladero1736]

This guy opened my eyes. Many thanks

[@vedasiva695]

This is a guy ? not a woman ?

[@RoshanAliAcademy]

Wow! thank you for this video dear. It helps to learn about stat alot.

[@bonifeabejaron5885]

Thank you so much. This video has been very helpful most especially for students who are non-math majors.

[@sundarakota1390]

Your teaching style is simply superb. Keep it up and it is very useful. Good explanation with examples go a long way.

[@rashida7777]

SUBSCRIBED. Nothing else to add other than you rock!

[@jaguarluv13]

Love this video! Not sure if you’re aware, but most of the ‘Measures of Center and Spread’ section is just a black screen!

[@vasudevgupta9277]

Is a really good explanation of stats. Thanks for sharing.

[@billwindsor4224]

Great course, thank you. Please note: audio/voice is off from 2:27:30 through 2:45:25. Audio resumes at Section 2.4 Discrete Probability Distributions (at 2:45:25).

[@GeeksLesson]

I mentioned it in the pinned comment at the top.

[@subhanasadli8617]

@@GeeksLesson what you've mentioned is 1:21:21 to 1:46:00 , what he's meaning is visible but you can't hear anything.

[@ogheneovookurumeh9414]

@@GeeksLesson you are yet to solve the problem related to the audio on the topic: Tree diagrams and Bayes theorem 2:27:40 - 2:45:14

[@ogheneovookurumeh9414]

Check it out here kzbin.info/www/bejne/aairop6Pqbmsjrs

[@PedroRodriguez-dl5yt]

Godd english for non native speakers. Thanks.

[@silvermine2033]

Fantastic! Thank you!

[@youssefdirani]

Maybe 2:32:32 the denominator is not ... ? Also 4:45:02 the left proportion may be without a hat, as it is the population's proportion which follows normal distribution. As a reminder to myself, 5:17:35 I will try to solve it otherwise and check if the result is the same. Help in 5:26:14 the calculated 0.0658 is the probability that claimed value is away from being close to the sample proportion, right ? And accordingly, it is the probability of the alternate hypothesis, so it should be 1 - p-value, right ? Same here is 5:40:04.

[@youssefdirani]

Well I think I managed to solve that help request I made. The tutor should had taken the claim statement as the alternate hypothesis instead of the null hypothesis.

[@codelearners2264]

Thanks for this course it really helped me alot as i have taken data science thank you so much brother

[@millieodhiambo6046]

Very informative and easy to understand, thank you

[@GeeksLesson]

Glad it was helpful!

[@ronaldstimphil7039]

I appreciated every part of that course. This was very well done. Thanks for the help.

[@dhirajkumarsahu999]

I have a doubt at 5:40:50 . The shaded region shows the probability of p being less than 0.584 or the probability of p being in the range of 0 - 0.487. then why did they mention that it's the probability of p being equal to 0.584

[@sabyasachiparida8850]

Hey man! That's a great lecture. If possible could you please provide the notes that you are writting, for ready reference and revision, it'll be really helpful. Thanks 👍

[@thetyeewin3482]

Thanks for this video and it really helps my understanding on statistics as a beginner 😇

[@pujithagpujithavvr846]

Geeks Lesson team the course was really awesome for a person who starts off with zero knowledge can you please post few practice questions for the viewers like me which will really help us a lot

[@johncrisgoboycastro7259]

True like me

[@everythingaccount9619]

At 6:30:00 (Hypothesis Testing for Single Mean) why aren't we adding up the p-value twice (two-tail test)?

[@deepaliraikurseong]

Simplified perfectly. Thank you.

[@anilbhusal2914]

Very well designed Course structure .

[@scharpmeister]

Just about spit out my drink at ‘blue.green car” at 1:14:20😂great video!

[@jackiepham1570]

Thanks so much for enlightening my knowledge! First time I got the idea of p-value and alpha that easily :)

[@madadmatkarimov4892]

You are the best

[@zemirsaid]

Agree

[@marshaldteach2054]

Thanks for sharing your knowledge with us ...👍❤️

[@anilmishrassblintercollege9460]

Excellent, great teaching, sir

[@senle4326]

Really appreciate what u have done in this video

[@abay669]

Thank you very much for ur time and effort.

[@kkwok9]

Thanks for sharing your knowledge

[@hanhvo4135]

What happens from 1:21:34 to 1:43:43 the video doesn't show anything

[@petrkushnir8178]

Really cool course!

[@majedaljaber134]

Many thanks for this helpful content!

[@SriKiranReddy-u9z]

01:21:20 to 01:42:00 screen is black and not visible. Only voice over is audible. Please check on it.

[@RohitChouhan-dj7se]

THANKS FOR THE QUALITY VIDEO 👍🏻

[@jaber_courses]

Very informative video, Really needed. Thanks a lot

[@GeeksLesson]

That for your feedback.

[@Noname_7775]

Excellent. You are a legend

[@tuhinbasu438]

3:11:59 what kind of calculator is this? is it a software. I have confusion with my casio cal. Can anyone give me solution what kind of cal is he using so i can download in my computer?

[@tusharchakraborty831]

No audio in the middle section of Tree Diagrams and Bayes Theorem part. Is it happening with everyone?

[@tarunsingh8517]

Yup

[@akashsaha3921]

I have been following your courses.have covered the topics of statistics taught in this video.please advice if there are any more topics i have to cover separately other than this related to statistics.

[@SherifAbdelhay]

First of all, thank you for these simple and easy to understand lessons. Second: where is the homework?

[@hinaT851]

Very good

[@govindaghimire4852]

Very very useful. Thank you so much

[@RoseLK]

Can you give more assignments/ exercises to practice the lessons? Thank you in advance🤗

[@kholoudowida3324]

It's the best statistics course in the whole life, I wish I could print the video to study it more and more , can anyone tell me how to get this material as a handout copy?

[@himankaghosh7307]

I am at 4 hours now and the mean of my love for the course is only increasing! I am curious about which pen and tablet you used for making the video? Which would you recommend?

[@TheRdChrry]

yes! Im curious too! what program do you use? @geekslesson ?

[@ixoratv9654]

Doddley software, i guess

[@dhirajkumarsahu999]

Himanka Ghosh I have a doubt at 5:40:50 . The shaded region shows the probability of p being less than 0.584 or the probability of p being in the range of 0 - 0.487. then why did they mention that it's the probability of p being equal to 0.584

[@dhirajkumarsahu999]

Can you please help

[@reetikanahar7084]

Just a correction at 16:24 mins, the addition of crf would be 0.94 and not 0.96, then that would be correct.

[@thematureneuro468]

finished. after 9h and 15m later i am done. although it would have been nice to have the full course.

[@yaseressa4060]

What is the full course called

[@moularaoul643]

Thanks!

[@pPhantomzounds]

A very good explanation like no other🌚

[@TakanCO]

Thank you, it was a good learning!

[@wyneiris9537]

thanks so much for the video, it is awesome

[@anuradha7735]

Hi, can we get the link for home work assignments?