In just 40 minutes, this video provides a comprehensive overview of a whole semester's course, delivered with clear and direct explanations. Unlike my professor, who becomes upset when students seek clarification, this video addresses all my concerns about regression. I am grateful to Justin for creating this video and many others, as they have been immensely helpful. May God bless you, Justin, and keep you safe. Sending my respect and love from Germany.
@clepto28
Жыл бұрын
Hoffe du hast deine Prüfung rasiert. Bin morgen dran 🤑
@emmanuelhoustonkwashie9222
Жыл бұрын
@@clepto28 Alles Gute für deine Prüfungen. Meins kommt später
@clepto28
Жыл бұрын
@@emmanuelhoustonkwashie9222 danke dir auch! :)
@FloatingWhales
Жыл бұрын
Dude, my econometrics teacher is the same, or should I say econometrics presenter. First 4 lessons, some 6-7 hours of sticking to repeating the book and not allowing questions has been entirely fruitless. This video is excellent though.
@TheAlgorithmicJourney
10 ай бұрын
If a professor gets upset because of students seeking clarification, then he or she shouldn't be a professor in the first place.
@sowmiya__r
5 ай бұрын
That's the clearest explanation of Degrees of Freedom I've ever seen. Thank you!
@gabriellyberg7252
Жыл бұрын
Wtf what are the odds that I have a regression lecture (that I skip to watch your content instead) 20 minutes after you upload this video? Actually insane
@TheNachoDaddy
8 ай бұрын
Sounds like you need to rewatch the video on probability 😂. All joking aside, I hope you did well in the course (or maybe used that luck to buy a winning lottery ticket).
@gabriellyberg7252
8 ай бұрын
Haha, nah i passed! Just a strange feeling to have the exact lecture i was supposed to have in person digitaly right as my actual lecture were @@TheNachoDaddy
@Eternal-Student
7 ай бұрын
mid-60's lady here thrown into Stats doing an MSc in psychology and getting a bit of a shock as this is my first module! THANK YOU! So helpful. I was overwhelmed before this. Fantastic teaching. I teach maths to struggling learners and really appreciate great teaching like yours. Being an expert in a subject does not necessarily equal a great teacher. Great teachers need to understand they are teaching something to people that probably don't get it! Good luck with your teaching and any other pursuits! I am off to Australia next week for a long break, love it there. I will be sharing this with my online classmates.
@Mpumzar
6 ай бұрын
All the best
@gyebiwinfred
3 ай бұрын
Mid-60s ? Wow you are an inspiration to me. I just started Data Science and to think that 50yrs was too late for me! Thanks
@whiteinferno7942
3 ай бұрын
@@gyebiwinfred in my 40s and started datascience and thought its too late :)
@natawebmaster
2 ай бұрын
@@whiteinferno7942the same as me. Good luck. I believe no matter age is the matter is desire to learn)🤝
@sushil6509
23 күн бұрын
@@gyebiwinfredI'm 21 and thinking it's too late for me to change career
@Abzarad
6 ай бұрын
I am no longer intimidated by these Greek letters! The thin line between complex math and useful and practical stats is dealt with elegantly. Truly grateful!
@oashe1
9 ай бұрын
It's a shame I discovered this channel only yesterday. My final exam is tomorrow lol. You are simply amazing, everything is on point and easy to understand. Thank you!
@remembermyname7604
10 ай бұрын
The Regression King is back. your videos are so good.
@malusmundus-9605
2 ай бұрын
I've been studying ML for a few months and this is the best video I have ever seen for understanding these concepts. Bravo!
@rokaskarabevicius
Жыл бұрын
Old ones are absolute gems, especially "regression assumptions explained"!
@loa9189
5 ай бұрын
I was literally sobbing before this video because i thought id never understand this after watching my professor's video but wow. thank you so much. I didnt even understand this using very well-known and trusted channels. I just found your channel and I'll never stop coming back for more stats and videos. I hate stats but this made me genuinely interested to learn more and have a newfound curiosity for the subject (that i never thought id have since high school_. thank you a million times.
@aklilugezahegn7187
Жыл бұрын
Witnessing an amazing precise progress over the past ten years . Missed u a lot and happy to see u are coming back.
@emiliyadoncheva-tzivanopou8723
Жыл бұрын
Thank you Justin so much for helping people in this difficult for me subject!!! 😊I have upcoming exam and I am so so thankful that I have the chance to hear your clear plain explanation. I think you are the most brilliant teacher. I had no idea of maths, statistics etc and thanks to you I am feeling so much confident day by day 😊
@olyvoil4u
5 ай бұрын
2 MINS in the video and I am hooked. I am starting an analytics course and i always feared stats and regression in high school. Never knew i could learn all of this again without stress.
@Qongrat
Жыл бұрын
Wow, this is amazing - I am taking undergrad econometrics at uni and the lectures there seem to be just random (pun intended) stuff thrown together, you Sir, on the other hand, have an amazing structure and logical progression with a clear simple practical example. This video does an amazing job in less than 40 minutes on what they waffle about for 4.5 hours and still leave you confused. Thank you so much!
@hungwaingai268
3 ай бұрын
Same situation. This man is a legend😭😭
@frankdunaway7744
Жыл бұрын
Thanks for the new RA video. Great reboot of your first RA lesson. I'm watching for my own benefit. No academic pursuit beyond sharpening the saw. Your explanations and examples make this material really interesting and lot easier to absorb than other channels I've watch. BRAVO! zedstatistics
@88pianissimo90
9 ай бұрын
Great video. I am an SAP consultant working in finance reporting and trying to learn ML. This is one of the best videos. Thank you so much for sharing this knowledge.
@garvitsachdeva3344
Жыл бұрын
The most intuitive video for linear regression.
@mariosanchez5392
2 ай бұрын
My head was compleately scrambled until I found this video, may god bless you for helping students in difficulties like me!
@fooballers7883
Ай бұрын
I wish u were around 55 yrs ago when I really need you... never mind I understand it today... thank you
@dukeislam6293
4 ай бұрын
Your students are very fortunate to have a great teacher as you!
@nl7247
9 ай бұрын
I watched your first video on regression when I started learning this, and this video, both are helpful and clear. Thank you so much for your videos ❤
@lincolnkaden7758
Жыл бұрын
Finally… Degrees of Freedom makes sense now! Thank you.
@arushijha6543
4 ай бұрын
I love the way you explain the concepts in such a simpler way with so much clarity making it way more easier for us. I love listening to your lectures.
@kenniechege
3 ай бұрын
I have not watched it yet. But the comments are overwhelmingly supportive to my desire to do better in maths despite my job and age.
@amal7411jo
6 ай бұрын
Iam criying after this video i just wasted 3 years on statistics and did not understand thing ... but after 40 min of this videos it all get rooted and make sense thanks always
@Alexander_jade
9 ай бұрын
That explanation of degrees of freedom and adjusted R at the end was great! 😊
@farahmirza1594
10 ай бұрын
This video is aesthetically pleasing compared to the other videos on stats! Thanks for your time!
@joyo2122
Ай бұрын
after watching many videos on regression, this was the only one which helped me understand
@karunshrestha3173
20 күн бұрын
I would say that you made my statistics stronger than ever .thanks a lot and hope you gonna make such videos in upcoming days to make the statistic more easier and explainable.❤️
@Alexander_jade
9 ай бұрын
Dude I hope you never become a conspiracist, because I will happily pedal any narrative you share. You just have a gift for clarity and resolving questions intuitively. I’m a Biology/Chemistry teacher myself and I love your approach to all this! 🎉
@dees377
Жыл бұрын
Great content; helped me a lot to better understand regression for my CFA exam. You’re a spectacular teacher and I enjoy your videos. 😊
@victorbegnini5754
5 ай бұрын
Man, I gotta make sure I leave you a BIG THANK YOU for your efforts and availability to share your knowledge with us. I'm new to this field and it's hard to find good "beginner-friendly" content. There's lot of videos out there. But just a few compare to yours! Thanks again! Cheers from Portugal!
@paparokauli
11 ай бұрын
You love what you are doing and thats why your content is superior! THANK YOU for your contribution to free knowledge!
@stephaniechang8671
Ай бұрын
This video is amazing. I'm learning R now without stats background it's pretty challenging. So here I came to learn basic stats. After this video I can finally understand what's lecturer is talking about now!
@mpcorera
6 ай бұрын
You are right, degrees of freedom is best described in this video - it was like Greek and Latin before
@avinashyadav_
11 ай бұрын
Love your explanation bro, you know what to include and what not to maintain the groove throughout. You deserve a lot.
@john.james-rambo
Ай бұрын
You are ma man! Thanks a bunch, unexpectedly landed to your channel when I was looking into statistics and love this chnnel. It is Crazy how I am in Sri Lanka and you from a different part of the World teaching me Regression, when we think about it - it's just crazy. And it is crazy how much of time is wasted over contents which are not very useful and how people lose their Intelligence in a World knowledge can be easily found. Thank you very much for this lesson. I am a self-learner, and I love knowledge as it helps understanding the world better. Hope one day you visit the beautiful Island of Sri Lanka, and I get to meet you so I can thank you in person over a coffee or dinner for the amount of effort teaching you do for us. Subscribed your channel with all notifications on. Until new contents hit the channel I will go through the old stuff. Take care. And may Allah guide you in life.
@BhanuPalla-b1g
3 ай бұрын
Crystal clear explanation of what it means actually.... Best in the category... Kudos
@felixcm7075
Жыл бұрын
I am an Ice Cream Shop Owner and thankfully taking Notes!!
@existentialrap521
Жыл бұрын
Reviewing hardcore since I went broke and had to work. Had to skip a semester to survive. Videos kept stats fresh for me. Ty
@EconWing
5 ай бұрын
The vibe you throw into this content is something uplifts me no matter what....I love the way u teach!!
@malwalsabino519
Ай бұрын
I watched this video with some prior knowledge. It was quite refreshing and the last part about df and adjusted R² was quite useful. Thanks for the clear explanation.
@ScottsAwatchin
5 ай бұрын
I've seen several explanations of these concepts. This is the first time it's really started to click. Need to check out your other videos now. Great stuff. Thanks.
@maxpavlov7110
22 күн бұрын
bro you literally saved me, i now understand more than ever regression, all heil the statistics GOD!
@AleksiRants
10 ай бұрын
What a great explanation for how adding variables affects your model! I've never even seen this considered in any of the material I've been reading and watching when learning about regression.
@fernandodurier8332
5 ай бұрын
Brilliant!! Thank you for the deep and reasonable, grounded in practical examples explanation and for showing the intuition of regression metrics, function and explainability logic behind degrees of freedom. Simply loved it.
@potatoryangaming1985
Жыл бұрын
LETS GOOO!!! A new video...been waiting for ages tbh
@stefanthomassenandrade9611
Ай бұрын
The best intuitive explanation I ever had. Thank you, I know have a much better understanding of the importance of the error for a regression model and the function for the df. Thank you.
@sengottuvelavan
7 ай бұрын
This is such a great video. You student are fortunate ❤. Wish u the best! ..Love from India.
@ozchelseagirl
Жыл бұрын
I was watching the original video yesterday, thank you for the update, how did you know my exam is a few weeks away!!! :D Love your channel, you explain concepts so well! Thank you for your hard work!!
@ithinkthereforeitalk935
Жыл бұрын
He didn't know anything, google was spying on you through your devices and then the youtube algorithm suggested you watch this video. They know more about you, buddy, than you know about yourself.
@manjeetdubey9112
5 ай бұрын
Thanku so so much for this great great explanation.....I was using these values (SSE, SSR, SST) since 1 year in MTech but Today only I came to know the real meaning of Linear Regression......❤❤❤❤
@actualBIAS
9 ай бұрын
Hey, you made me understand 3 core concepts I missed while bumping my head against that topic. Thank you so much!
@jhamdan2012
3 ай бұрын
That was awesome. The best explanation I have ever encountered regarding regression analysis.
@Kepler78b
Жыл бұрын
I don't comment often, But I have to show you my appreciation. Spectacular video.
@sergiylyamets2301
10 ай бұрын
Thank you! The best explanation ever for degrees of freedom
@growingtogetherwithshrish2095
4 ай бұрын
In the begining of the video he mentioned that video will be worth the time. Well he was honest about it. Thankyou :) Keep up the good work😇😇😇😇
@MM-qk8eg
8 ай бұрын
this was amazing and totally worth the 40-minute time! thank you!
@peterozonyia1261
7 ай бұрын
Awesome!😎 You're a great teacher 👍
@chandra_creator
4 күн бұрын
Easy to follow without feeling over-simplified.
@julenekenyon3278
7 ай бұрын
You are amazing!!! Everything is finally starting to make sense!!!
@naherf385
Күн бұрын
You have solved a puzzle for me. Thank you very much.
@honglangford9733
2 ай бұрын
25:43, SST=SSR+SSE has something to do with Ordinary Least Squares. The goal of OLS is to find the line that minimizes the sum of squared residuals which is the SSE in this video. And yes, the detailed math proof of that equation is more detailed.
@nickzeltzer
10 ай бұрын
does anyone else think this guy should start a Patreon? Would anyone here buy cheat sheets written by the great man? There's only so many family get togethers I can suggest this to him so I am calling on the support of his fans!
@navyamokmod1317
5 ай бұрын
Best of the explainations of Adjusted R Square!
@nestfoo
Жыл бұрын
Welcome back sir 🎊
@siddhantagrawal4535
6 ай бұрын
best video on regression
@NadireWaili
9 күн бұрын
This is really too good! 1st time rly understanding degree of freedom
@sofijajankovic4256
6 ай бұрын
Amazing. Simple explanation yet full of detail.
@zarifhassan2184
8 ай бұрын
Wow! This is some god-tier explanation... Bless you❤
@novascotiamhk
11 ай бұрын
legit..best video ever teaching stats
@gnarl33nw41
7 ай бұрын
I'm going to pass my statistics course for my comp sci degree because of you. My savior ;.;
@zf8888
Жыл бұрын
Amazing explanation of regression! I think I finally understand the basic concepts
@anabelsa
Жыл бұрын
Thank you for the excellent explanation! You are such a good teacher. Just as an idea for future videos, some case studies would be very useful. Just taking a bunch of data and follow the whole process and the interpretation of what everything means. That would be very helpful for me, and I guess for everybody else.
@dex461
11 ай бұрын
Amazing video, very well explained for a pretty complex concept!
@MichelleAsiama
3 ай бұрын
I love your personality! Makes me less stressed whilst racking my brain lol
@h.d3496
3 ай бұрын
absolute lifesaver 🙏
@廖瑀-r2o
Жыл бұрын
Nice video! Still looking forward to the next video of survival analysis! Hope it’s coming soon.
@jawadafzali6802
Ай бұрын
Definitely worth watching this informative video. thanks a lot for producing it.
@LearningCalculus
6 ай бұрын
Thank you so much to for creating such informative and understandable content! Your teaching style makes complex concepts easy to grasp, and I truly appreciate the effort you put into making learning enjoyable. Keep up the fantastic work!
@kaj2079
Жыл бұрын
Tuesday my exam and what a blessing was this
@KhusiSingh-z7c
8 ай бұрын
dude I'm not even joking.... this video is it. It's all i ever needed but it's alr too late for me, I have alr gave my exams!
@davidwortman4987
11 ай бұрын
Thank you! I am taking a class for the MAI designation, and your video really made the concepts clear for me. Great teaching and great video quality!
@ozkanyildirim8526
Жыл бұрын
I can't emphasize my gratitude enough 🙏
@abdulnasirsalehrashid6157
Жыл бұрын
Best explanation of R squared, adjusted R square and degree of Freedom
@certifiedsmartass4122
7 ай бұрын
Thanks for the video. Very helpful!
@sachinm5258
Ай бұрын
Simple and direct to the point
@brunomarsh8327
Жыл бұрын
Thanks so much Justin, watched your old video at the start of my revision period, now using this one as revision, such a treat.
@mackss9468
Ай бұрын
Fantastic! Thank you for explaining this so that I can finally understand it!
@NishantDixit-gs1yu
3 ай бұрын
This class is very useful and deeply knowledge full for me . thanks a lot
@nataliasobrado
5 ай бұрын
Wow! I understood many things that I'd been struggling to understand!!! Thank you!!!
@sakshamagarwal8463
6 ай бұрын
Quality content, explained so beautifully! Awesome! This is how one should teach stats.🎉
@filipino.fraser.family
Жыл бұрын
Thank you, I needed this! your video was perfect timing!!!!
@AkbarinSeoul
Жыл бұрын
Amazing explanation, we need more teachers like you!
@chriscrawford1878
7 ай бұрын
Thank you! You give such clear and understandable explanations, and I greatly appreciate all of your videos.
@ayanjani2915
10 ай бұрын
best video i've seen in my life and im only 20 seconds in [mesmerized by your voice btw]
@ammarulwan7698
Жыл бұрын
I really2 hope you can teach us the prediction and confidence interval of that regression.
@mjjessica7394
Жыл бұрын
thanks a lot man! You are a super savior of my major course :')
@mukeshsutar1059
Жыл бұрын
The video is phenomenal.
@MuhammadAhmerKhan-em1qg
5 ай бұрын
That Farenheit thing was personal😆
@feifeikao2922
6 ай бұрын
From 35:44 to 36:54 the Rainfall data were the same values as ice cream sale (obviously a mistake). You can find the “good” Rainfall data at 36:55. I have run SPSS on all regression models mentioned in the video, overall a great job done.
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