Statistics and Probability Full Course || Statistics For Data Science

[@GeeksLesson]

More Statistics Courses: kzbin.info/aero/PLqrmzsjOpq5i5YITE2EylhDpBvFcphSbS ⭐️ Table of Contents ⭐️ ⌨️ (0:00) Lesson 1: Getting started with statistics ⌨️ (16:57) Lesson 2: Data Classification ⌨️ (40:32) Lesson 3: The process of statistical study ⌨️ (1:05:30) Lesson 4: Frequency distribution ⌨️ (1:28:48) Lesson 5: Graphical displays of data ⌨️ (2:05:34) Lesson 6: Analyzing graph ⌨️ (2:17:25) Lesson 7: Measures of Center ⌨️ (2:48:20) Lesson 8: Measures of Dispersion ⌨️ (3:19:27) Lesson 9: Measures of relative position ⌨️ (3:44:09) Lesson 10: Introduction to probability ⌨️ (4:02:15) Lesson 11: Addition rules for probability ⌨️ (4:16:07) Lesson 12: Multiplication rules for probability ⌨️ (4:33:18) Lesson 13: Combinations and permutations ⌨️ (4:46:11) Lesson 14: Combining probability and counting techniques ⌨️ (4:57:09) Lesson 15: Discreate distribution ⌨️ (5:21:08) Lesson 16: The binomial distribution ⌨️ (5:43:10) Lesson 17: The poisson distribution ⌨️ (6:01:15) Lesson 18: The hypergeometric ⌨️ (6:21:10) Lesson 19: The uniform distribution ⌨️ (6:46:59) Lesson 20: The exponential distribution ⌨️ (7:02:01) Lesson 21: The normal distribution ⌨️ (7:21:06) Lesson 22: Approximating the binomial ⌨️ (7:42:36) Lesson 23: The central limit theorem ⌨️ (7:56:54) Lesson 24: The distribution of sample mean ⌨️ (8:22:03) Lesson 25: The distribution of sample proportion ⌨️ (8:41:50) Lesson 26: Confidence interval ⌨️ (9:09:32) Lesson 27: The theory of hypothesis testing ⌨️ (9:53:50) Lesson 28: Handling proportions ⌨️ (10:21:38) Lesson 29: Discrete distributing matching ⌨️ (10:50:05) Lesson 30: Categorical independence ⌨️ (11:11:53) Lesson 31: Analysis of variance

[@charlesabernathy5842]

I went by Princeton University once and checked out its courses, I saw some statistics problems that I bet you can't solve. KZbin doesn't lack courses in any subject imaginable. I'm Charles Mac Abernathy, 77 -- years -- old, a writer with an eight -- hundred page manuscript, typed and double spaced to finish. I am near the end of this particular book that I am writing. At this time, I am not in desperate need of achievements and recognition as you and your supporters appear to be.

[@charlesabernathy5842]

You seem to be in need of a good education in spite of your excellent knowledge of statistics. The whole world knows how to go online and study any topic their hearts desire.

[@charlesabernathy5842]

In spite of how many courses are online, you have no right to go around taking mathematics books or other books of learning out of libraries in minority neighborhoods. People like you go into public libraries and tear out essential pages that demonstrate how to solve important problems in mathematics to ban knowledge from the general public so to restrict scientific skills not only from minorities but also to reserve it for your selfish individual shelves. You pretend to want to teach everyone but make it virtually impossible for all but a select few to get into advance scientific research and schools, not that but so many people could have the lifestyle to get there anyway.

[@charlesabernathy5842]

People like you go into a public library, see s book on Calculus, and tear out good explainitary examples so as others, whoever they are, white or black, can't learn. We can imagine your trying to show others how educated and open minded you are. All the while, you are an academic saboteur, a sick individual.

[@bostahome]

Great Material Is there a text book or PDF associated with this class?

[@FRANKWHITE1996]

i love internet, i love youtube, i love content creators, i love this channel - you can learn whatever you desire. mindblowing.

[@jjco665]

exactly, I´ve learned more in the last 6 months on the internet than all 4.5 years of college, and of things I actually like :p

[@LefeverDream]

I love democracy. I love the Republic.

[@ajarivas72]

@@jjco665 same here.

[@ajarivas72]

@@jjco665 I could spend all my time watching wonderful learning videos like this.

[@alyzak.8997]

@@jjco665 Daymn! nice

[@pauldarthurs]

Wow, fantastic course for free! Thank you for the opportunity to learn, and keep doing what you do.

[@黎銘-s9n]

I completed the course this week on the 31st, March, 2021, after 3 months hard work. Though it's a little pity that there's not a supplement ebook for the lectures, it's a great course on statistics, which I compare as precision shooting. So happy I get the hang of this art with the help of the video course. In order to consolidate the precious knowlege learnt in the course, I'm replaying all the concepts learnt here by following a course lectured by Dr. James Abdey from University of London on Coursera, which I compare to climbing to the top of the mountain by another route. Get on the top guys, the feeling is fabulous.

[@isamac2097]

Is there something like probability density function?

[@kyotorossiya1936]

Hi there Can you help me in my statistics assignment. I’m lost 😞

[@Satyam1010-N]

You can refer to books yellow book xD 😁 I just forgot the name , you can find free pdf online .

[@perpetuallearner8257]

@@kyotorossiya1936 what happened

[@Laxmilaxmi-ut1od]

Hlo im also the student of data science but I don't have calarity to which tooics we have to cover in maths for data science

[@merveilmeok2416]

Thanks and it's amazing that your department can put the entire course on KZbin. Thanks. I have seen the same course in undergrad and graduate and it's a core of business. I still read business subjects.

[@leminhduy8368]

I've learned stats during my time in highschool and chemical engineering school, but it seems boring and hard to learn for me. Thanks to this lecture, stats become more familiar to me and sparks in me. Many thanks for your contribution!

[@mohammedahmedjalloh531]

This course come at a time mostly needed, most especially with the online learning system at this moment. Thank you Geeks

[@GeeksLesson]

Thanks for your feedback. Hope you enjoy this statistics course

[@YosefWorku-mp8of]

This is one of the best approaches to lecturing I have ever seen in statistics courses.

[@shobhamourya8396]

@6:35:31 CDF = F(x) = shaded area = 1 - non-shaded area = 1 - (width of non-shaded rectange)*(height of non-shaded rectangle) = 1 - (b-x)*1/(b-a) = (b - a - b + x) /(b - a) = (x - a) / (b - a)

[@rosemarydara1025]

amazing! this is what I was searching for years.

[@onlineclasses3018]

Hello, Are you a student and you need excellent grades? we have a professional academic experts who offer academic services (all subjects) in the following fields: Proposals Dissertations Research papers Reports Essays Discussions boards and reply to peers General assignments and homeworks Mystatlab and Mymathlab courses Projects Tests and exams You will get 0% plagiarism free work, Affordable prices, timely delivery, discount on referrals and free revision. Kindly order through our gmail [e-mail] or whatsapp [phone].

[@morenomt27]

I don't know why this channel have few views but these are the best clear and concise tutorials I have seen in KZbin

[@shriyathabe9441]

I'm statistics major student you guys just made my learning process easier. Thank you so much

[@kashifahmaad7489]

can u ans this? I don't understand how "finishing time for runners in the labor day 10k race" is ratio. It should be Interval from my thoughts . cause here 0 is not showing any lack. but this video says it's ratio

[@justbeingamuffin6285]

​@@kashifahmaad7489 there isn't any time named 0 on clock. i mean like there are other times like 2 o'clock or 3 o'clock but there is no such zero o'clock. so zero can't be just a point of time, hence time of zero represents absence of time. Which makes it ratio level. Finishing time is not at interval level becauze at interval level, there is no true zero(just like temperature 0Farenheight is at interval because here temperature zero just means its cold, it doesn't represent absence of temperature.,hence no true zero)but here we have a true zero i.e., a value of zero for time means lack of time. hope it helps

[@avanitrai1502]

What if I think that finishing time is zero second ... means he didn't even start the race... Should I say zero means the absence of race...So I might consider it as Ration?

[@alphaaspirant4730]

Excellent work man. May God bless you for all the efforts. I am going to attempt in my national competitive exam and this is going to help me a lot.

[@kyotorossiya1936]

Hi there, can you help me in my statistics assignment… please

[@mohammedothman207]

Now, I begin to love statistics and probability. It is amazing.

[@TheMksusa]

Thanks so much for such a wonderful course. Is there a way we can get access to the slides used in the course ?

[@shyamkansara]

That covers my biostatistics topic thanks a lot I am a medical student and was very much confused before this video but your video make my concept crystal clear..thanks..Love from india 🇮🇳🇮🇳

[@GeeksLesson]

Thanks for your valuable feedback.

[@FrancisBuera]

Can't believe a 11 hour course video about statistics is for free??? Thankyou so much for this

[@menshift]

🔥🔥🔥much needed video for my exam. 🙏 Thank you

[@monikachivate2247]

Abey

[@irenebernardi3954]

you are such a good teacher it makes me want to cry

[@anthonylugo6403]

love youtube, i love content creators, i love this channel - you can learn whatever you desire. mindblowing.

[@belkyhernandez8281]

For young people who may miss the reference: Every town used to have a book which was sent to each household, government office and business for free if you had a telephone. The book included an alphabetical listing of every household, government and business phone in the town. This is a phone book. Home phones were listed in white pages, business phones were listed in yellow pages, and government phones were listed in blue pages. When we wanted to find a phone number we "Let our fingers do the walking ". The book also included maps, zips codes, area codes, time codes, emergency tips and other useful information. If you wanted your number to be private, you had to pay a fee. You could also pay extra to have your name in bold letters.

[@shivendusharma3592]

what a brilliant narrator u are! Kudos!

[@abdulahifarhanabdi4107]

Thanks I really admired how well prepared it's. Thanks for helping me.

[@stephenadams2397]

In chapter 2, as an alternative to squirts, you could also measure the wavelength of the red light reflected by the paint and it would be quantitative.

[@stemhistory]

Yes, we apparently think along the same lines.

[@ryanjackson0x]

The important part is what he said, "it depends on what you're trying to measure".

[@amolwanjittamai310]

Thank you for such a great content! Appreciate your and your team's time and effort!

[@Raymondreddington3]

I am an actuarial student and this helped a lot!

[@hateswarlenka2974]

Real education I got from this institute

[@dramese]

I love this channel, great instructor too

[@Mr.G626]

Extremely invaluable content. Thank you

[@sohamsur2218]

Exactly what I was searching for..

[@robinccc]

Cant believe that somebody could take such pain and effort to create a video like this and upload it for free.

[@chris-hu7tm]

I watched this in one day, didnt think I would

[@leahthegeek9677]

this is so fantastic. thank you so much for your thorough course

[@janushkumaren]

I love to you a lot ..its pure and very strong..thankyou so heavi

[@ishanrastogi3049]

Thanks to this video I was able to cover a lot for my exam, but the thing is, the journey of this video was extremely hectic. The ppts look boring. The biggest problem that I found are: 1: I had no idea about the structure of course, where am I going and why? 2: It was 90% just reading what was written on screen. If that's which is not why people come to youtube. It would be great if I could get a tree structure of the course layout, of course you have mentioned the topics in the description, but the thing is they dont tell how it all is connected, and what topics come under one common topic and that while learning them we need to compare them too, which was missing. It was just a one line when it came to comparison.

[@joelsombroek]

Thanks a bunch ! The audio is a bit noisy, though. (You could take the audio track, put it in Audacity, remove the background noise there and add that audio track again to your video).

[@fetabeyhagere5678]

I saw the great effort behind these lecture ,wow Fantastic

[@munnasahu6670]

Thank a lot love from India.

[@charlesabernathy5842]

Had one class in statistics. Got D in it for a grade. Well, I was an academic novice except for spending several years home (prison) studying mathematics. Don't everyone yell foul. I am sure after finding out that I learned mathematics in prison, they took all mathematical texts out of prison mini libraries. In New York City they have taken algebra, geometry, trigonometry, and calculus books out of the libraries in minority neighborhoods. In Richmond, Virginia, they noticed that I was studying several foreign languages. So, they put all foreign language books on reserve for in library viewing only; they stopped foreign language book check outs for home study. Librarians in New York City changed everything after seeing my avid reading and studying. My aunt told my mother, "Don't tell Charles anything. He will tell it.". Later we were told that this particular aunt was actually my grandmother. No wonder she wanted secrecy.

[@onlineclasses3018]

Hello, Are you a student and you need excellent grades? we have a professional academic experts who offer academic services (all subjects) in the following fields: Proposals Dissertations Research papers Reports Essays Discussions boards and reply to peers General assignments and homeworks Mystatlab and Mymathlab courses Projects Tests and exams You will get 0% plagiarism free work, Affordable prices, timely delivery, discount on referrals and free revision. Kindly order through our gmail [e-mail] or whatsapp [phone].

[@kofsphere]

(08:28:04) I think the proof does not use the CLT but use the fact that when n is sufficiently large the Binomial distribution converges to a Normal distribution.

[@gitbitspectrax]

Awesome, thanks for your time and great contribution!

[@creativelearnersacademy7588]

I have a test on Wednesday, this helped a lot

[@ksupreme3212]

Me too lol, an exam tomorrow

[@F2003S]

Awsome Lecture. Hats off to you, Sir!

[@ozgeozcelik8921]

I'm devouring this lectures, thx very much!

[@hlaminoo1435]

Great Thanks for your time and effort

[@LaureanoLuna]

0:39 "Statistics is not a branch of mathematics". Of course, it is. And the reason is that it is possible to prove theorems in statistics. Statistics is a deductive science like the rest of mathematics even if the knowledge obtained from its applications is not deductive because it involves empirical data; however, the structure of the treatment of the data is mathematical.

[@yusufsharif9160]

This is a weapon knowledge to the world...it can bring motivation, fear,improvement,winning and many more...but after watching the first 13mins of this video...example 1.2...professor didn't mention about Parameters..but i am thinking ist going to be Passengers(Parameters) ?

[@SuzukiiiChan]

Acá viendo el tutorial, se ve super completo, gracias men!! Es lo que estaba buscando, a ver si aprobamos estadística después de recursar muchos años.. 😞

[@bonvivant7398]

This is excellent!! Thank you! You are helping many people :)

[@KillerFridge]

Great course - just one minor comment about example 1.2 - you state that the 78% is a sample statistic, but the in your solution slide @13:10 it says it is a population parameter

[@channelname9332]

typo in formula lambda is 96/12 but 96/52 is given for the second question of crime rate. timestamp: 5:57:00

[@АивлдЧовт]

Super, thank you !

[@dikadevintasari7388]

Hi, thank you for the amazing lecture. Anyway, what is the book that you use? thanks

[@AkriteePathak]

22:00 Quantitative 27:28 It will continuous in real life but discrete when we write it that data will be discrete.

[@姜维洋]

great lesson

[@valeedits7024]

I am literally revising these exact topics for my exam on Wednesday lmao, thank you!

[@RishabhSharma-kq8go]

Hey what are you persuing is your exam is related to data science

[@valeedits7024]

​@@RishabhSharma-kq8go It was 'probability methods for physics', for my physics degree. Some topics weren't covered by the video, and the course was less focused on lab testing (because I had already done my lab exams) and more focused on the theory I guess, (there was a a whole section about Markov for example) but I still found it funny that it was uploaded so close to my exam.

[@thejookking]

Do you mean revising or reviewing??

[@valeedits7024]

@@thejookking I'm not a native english speaker so I had to look up the difference, and still I didn't find an answer that fit what I did: anyway, After studying the topics I was going through them again to make sure I could explain them out loud without looking at the notes (as the exam was not written but oral)

[@thejookking]

@@valeedits7024 _'vale. . 4 weeks ago. . ​@Rishabh Sharma It was 'probability methods for physics', for my physics degree. Some topics weren't covered by the video, and the course was less focused on lab testing (because I had already done my lab exams) and more focused on the theory I guess, (there was a a whole section about Markov for example) but I still found it funny that it was uploaded so close to my exam.. . 2 likes.'_ _'vale. . 19 minutes ago. . @Raymond B I'm not a native english speaker so I had to look up the difference, and still I didn't find an answer that fit what I did: anyway, After studying the topics I was going through them again to make sure I could explain them out loud without looking at the notes (as the exam was not written but oral). . . '_ +That's OK... You still speak one more language than most people. What is your native language??

[@peterjamali772]

I am computer science student , enthusiastic about machine learning ,I love machine learning .but trust me I love statistics more than ml

[@mossadagent1576]

This guy's voice is so damn soothing

[@shashankkumarshah7279]

This is best of best lecture 🔥❤️💗🙏

[@delorngpierrethimoleon5726]

i'm verry happy to see your presentation Think you so much

[@davidbanahene307]

You got me! A new subscriber. Great job done

[@mannykhan7752]

I like this guy. Bit of a passive aggressiveness in him. Good video.

[@yoshiinoue7383]

Keep in mind that deduction can go from the particular to the general, while induction can go from the general to the particular, Deduction is based on the structures of statements. Also, there is such a thing as theoretical (mathematical) statistics. Of course, every academic subject uses symbols and numbers.

[@sonutab7391]

This is a blessing. Thank you so much.!

[@Algoframe]

Oh god what a blessing. Thank you for posting this video.

[@devkh-j4q]

Thankyou so much for this

[@Daniel-qo9uv]

so funny that this person made a video of my math class. for those In software engineer programs, Statistics is useful for machine learning.

[@gusmore26]

Professor Forsberg, I think Hawks Learning is thinking of "...the zero point indicates the absence of something." in terms that are most applicable to Statistics in the fact that p-values are between Zero and 1. It seems to me that your examples about height and weight as useful for Ratio meanings are illogical; because once we go below 1 in the Denominator - it becomes obvious that Units (e.g. lbs., grams, Newtons, etc) are in question and must be chosen in order to make sense out a ratio with a denominator less than 1. However, in terms of Probability a Zero Point means Zero Probability - which is a very bold declaration and would most likely lead to a rethinking of either Population Parameters or of Sample Characters because a Zero p-value indicates the absence of something in the Statistics. As for measuring from Zero Kelvin making measuring in Kelvins a 'Ratio Level of Measurement', the mistake is that is purely a Theoretical Zero because due to the Heisenberg Uncertainty Principle, Physicists say "Zero Kelvin is not achievable.", and the closer we manage to get to Zero Kelvin we'll have to change the physical substances we use to get closer and the physical objects or fields we'll have to use to measure the change therefore as mentioned before we may have to change the Units of Measure increasing the relative distance between our new fundamental unit of measure and theoretical 'placement' of Zero - therefore measuring in Kelvins is at the 'Interval Level of Measurement' just as measuring in Celsius or Fahrenheit are.

[@roadilguiamat6699]

Thank you for sharing this very informative video

[@shivangithiara542]

Mehh Why the hell did I not find this at the start of this summer Sem! Still, I guess not too late for the final exam prep. Thanks a ton.

[@lamalamalex]

damn, if this is a full course, then shit, call me data science ready!

[@vaja5357]

Should i call you data science or should I call you a data scientist? :D

[@anaghbasak]

@@vaja5357 He said data science READY !!

[@kashanshahid2738]

can you please provide the slides for this course?

[@truthdiaries8729]

Thank god i know English otherwise I would've been deprived of such a fabulous content on KZbin Hindi lectures are less accurate and their presentation is boring. That's why I love English. Cause it let's you learn whatever you want to.

[@rutvikraval2597]

🆘 At 5:39:33 how is probability '0.5' , even x is confusing, is it 8 or 7 or are we suppose to find it? (in dogs cancer problem)? Assumed it? Or was there any logic? Please explain! Much appreciated! 🆘

[@nemeczek67]

Starts slow but the last 2 hours are a cliffhanger.

[@ЮхновськийНазарій]

Hello,may I ask someone, where can I find tests to entirely all course or for each lesson separately

[@sankethkavatekar2257]

I just need a clarification for one of the numerical you've solved under Binomial Principle. If you look at this "5:36:39" time interval in your lecture videos, I sort of did not understand why you've used p^x as 0.500^3 and (1-0.500)^3 instead of using 0.500^7. As it is a clear case of using the value of x as 7. Kindly solve this issue. Thank you

[@majedaljaber134]

Many thanks for your efforts!

[@amiteshvashistha2417]

U are doing a good Work...

[@meenu128]

Amazing thanks

[@shrirajmisra]

This is GOLD ! thank you sir

[@suindude8149]

Sometimes we form the percentile by how much are we back from the highest holding position ....it's also a prcntle.

[@Deadpool-dm7xh]

3:45:05 - Introduction to probability

[@ishanrastogi3049]

It was a good video, the one thing I would request is consistency in the volume... in some sections the voice was quite low. Also, it would be awesome if you could upload some notes. Otherwise its a good video overall

[@jefferyd.rodriguez638]

there is some annoying noise at the begging of the video, but why dont you update your microphone when you give such huge well done course? voice quality really mater a lot

[@pethiopan]

The questions really woke me up

[@egomezct]

Thank you Geek’s Lesson!

[@malikaminsajid3879]

Good effort

[@asrahussain8642]

day 1 1:02:11

[@asrahussain8642]

day 2:08:07

[@rutvikraval2597]

At 7:33:49 answer for "1-pnorm(54.5, m=50, s=5)" seems to be 0.1840601 which is faraway from 0.1356265! So, am I making some mistake or there is an error in the video itself?

[@shariqalam5726]

thank you so much for the work

[@hamidkhan5145]

Thank you Geek's Lesson for this course. I will be very thankful to you if you can share the slides with me.

[@chandradevbhatta315]

thanks amazing content❤

[@konstantinosbakas6860]

That's great!

[@pradeepramola2295]

Thank you !

[@GeeksLesson]

You are welcome. Hope you gonna enjoy this statistics course

[@pradeepramola2295]

@@GeeksLesson For sure ! I love most of your videos (linux basic and data structure FAV)

[@perjoraxperj2115]

Thank you very much for this. i only just want to point that the modal() function inside your source file gives "1","2","3" as modes for : c(1,1,2,2,3,3) . As you explained, modal() should give "There is no mode"

[@kdud2799]

Great lecture, thanks for the effort. But what happened to correlation lecture, and type of dependence?

[@JosephineIkwap]

I am loving this

[@malikaminsajid3879]

Good work

[@teacherdan1129]

Love this, thank you.

[@ajarivas72]

This video is awesome.