Stanford's FREE data science book and course are the best yet

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Python Programmer

Python Programmer

Күн бұрын

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Пікірлер: 314
@angelferhati
@angelferhati 9 ай бұрын
The name of the book : An Introduction to Statistical Learning
@pepenavao
@pepenavao 9 ай бұрын
It's in the links on video's description
@patrickbg110
@patrickbg110 9 ай бұрын
This guy really made an entire video about a book without mentioning the book’s name lol
@Curious.Intellectual
@Curious.Intellectual 9 ай бұрын
​@@patrickbg110🗿
@yuurishibuya4797
@yuurishibuya4797 9 ай бұрын
Lol😂
@punkisinthedetails1470
@punkisinthedetails1470 9 ай бұрын
​@@pepenavaodon't you have to buy it - looks like an Amazon link not a PDF link
@suzannecarter445
@suzannecarter445 8 ай бұрын
Regarding why it's free, when I worked for state government in the U.S., I was told that, if the University received Federal money for the project (software, textbook, online course, etc.), the University could not charge for it. This is why you can get some marvelous things for free if you know where to look. I recently downloaded an MIT graduate school textbook on complexity theory for free.
@EngineerWallah
@EngineerWallah 8 ай бұрын
Where should one look if you don't mind me asking? Also, do you have any other resources that you have come across that are amazing?
@jossvo951
@jossvo951 7 ай бұрын
​@@EngineerWallah same here!
@mikemc6674
@mikemc6674 7 ай бұрын
It would be wonderful if the same logic were applied to pharmaceuticals and healthcare procedures
@Kiki-qh7xk
@Kiki-qh7xk 6 ай бұрын
he is gone with no answers, and all books
@vitormellogon804
@vitormellogon804 6 ай бұрын
thank you for your perspective, it is really valuable to know that!
@bassoonatic777
@bassoonatic777 9 ай бұрын
Excellent! Glad to see it come out in Python. When I went through the 2nd edition, I just forced myself to learn it both R and then translate it into Python because there wasn't an option.
@wissenistmacht6685
@wissenistmacht6685 9 ай бұрын
I have read the book last year during my university course focused on machine learning. It gives a pretty good understanding for machine learning. But to become a data scientist you need Python or R, SQL and shell scripting and most important: practical experience in those languages. Even the best book doesn't help if you don't apply the knowledge.
@FsimulatorX
@FsimulatorX 9 ай бұрын
shell scripting? no you don't lol Not necessarily at least. Domain knowledge is way more important
@LesserAndrew
@LesserAndrew 8 ай бұрын
Domain knowledge is key to a given career area, for sure. But when I'm reading resumes, I do enjoy finding someone who knows all three (R, SQL, and bash). Though I can teach the latter two on the job if needed.@@FsimulatorX
@Jeff-ih4rk
@Jeff-ih4rk 4 ай бұрын
@@FsimulatorX what is domain knowledge ? (is i'm a nerd, but want to hear your perspective
@fotisj321
@fotisj321 3 ай бұрын
@Jeff-ih4rk data science is often depicted using a venn diagram showing the intersection of computer science, statistics and domain expertise. Domain expertise is the knowledge in the field you are doing data science in. If you are analyzing business data for a large online shoe producer, your domain knowledge is economics and shoes (and maybe online marketing). If you are analyzing climate data, climate research is your domain expertise, etc.
@naybaz7777
@naybaz7777 3 ай бұрын
In my case, i forgot all the heavy math staff from the book after 6-8 month. Ofcourse, there are general familiriaty with all the concepts and models, but if you not digging it deeply everyday, its just vanishes. Maby it's the way to go if you are not working in academia, research or inventing new data algorithms. Or maby its just my brain throw it away, since most time its about data cleaning and tuning scikit-learn models( i am just a hobbiest doing it for fun, not a professional in the field)
@dadaabiola2474
@dadaabiola2474 9 ай бұрын
Always a pleasure listening & learning from You Bro! Little wonder you are successful at what you do!
@jjlalamcmc
@jjlalamcmc 8 ай бұрын
I just stumbled onto your channel and in 1:50 I love your thought process. ISLR was the BEST book for data science, focusing on R, that I was assigned while earning my MS in advanced data analytics. Making It Stick, was the BEST book I read to help become a better teacher. I often thought it should be required learing for ALL teachers and learners.
@rogerc23
@rogerc23 7 ай бұрын
That’s not the name of the book. If it was so integral to your life don’t you think you should know the actual title?
@jjlalamcmc
@jjlalamcmc 7 ай бұрын
@@rogerc23, ISLR and ISLP are the SAME book, the former written for R, the latter Python.
@adityamatele16
@adityamatele16 3 ай бұрын
YOU! Have such a great voice. It makes a person wait and listen to you. Really as a non subscriber, you just pulled me towards the video. Appreciate it.
@moazzamjadoon4436
@moazzamjadoon4436 9 ай бұрын
This is the recommended book for the Society of Actuaries Statistics for Risk Modeling Exam- along with the book Regression Modeling with Actuarial and Financial Applications, by Edward W. Frees, 2010 for their data science micro-credential.
@jackbluesman9223
@jackbluesman9223 9 ай бұрын
Do you have a list/repository of all the books per subject recommended by SOA?
@purecheese9012
@purecheese9012 6 ай бұрын
​@@jackbluesman9223curious to know as well
@neilclay5835
@neilclay5835 9 ай бұрын
People thinking that they're going to be able to leverage the info in those books without the necessary maths skills to do so are going to be sorely disappointed.
@user-xr7ou1xf9x
@user-xr7ou1xf9x 3 ай бұрын
Yep, it should have been mentioned in the very beginning of the video. Data Science is a Science and based on high math. From linear algebra to statistics and calculus.
@ahbarahad3203
@ahbarahad3203 9 ай бұрын
I read half of this book last year, It probably is the best book out there to study machine learning from ground up and build intuition for it, Fun Fact, one of the authors of this this book(Daniela Witten) is the daughter of Edward Witten(the physicist) iykyk
@andreyzhuchkov1882
@andreyzhuchkov1882 9 ай бұрын
great transitions from frame to frame, it's a pleasure to watch. An example would be the way you introduce a stack of papers only to pick it up later thus creating a mini storyline.
@thegoat5141
@thegoat5141 9 ай бұрын
I was looking forward to seeing a shot from under a table.
@JawwadHafeez
@JawwadHafeez 9 ай бұрын
I completed this coursework many years back when online courses just started. Its wonderful. I created a basis for all my future work.
@mousquetaire86
@mousquetaire86 9 ай бұрын
That book is meant as an prerequisite to their other book: Elements of Statistical Learning
@TheCJD89
@TheCJD89 9 ай бұрын
I'm glad you've highlighted these excellent books. The statistical learning book has been around for a good number of years and is well-regarded by those who know it. I have read parts of it before and I've recently gone back to read it again after the Python version was published! :)
@seanmclaughlin7415
@seanmclaughlin7415 6 ай бұрын
What is the Python version called?
@TheCJD89
@TheCJD89 6 ай бұрын
​@@seanmclaughlin7415An Introduction to Statistical Learning: with Applications in Python
@radspiderjackson
@radspiderjackson 9 ай бұрын
my question tho, if you're already "bad" at solo studying/self teaching and you're stuggling to maybe learn something specific, is it then still worth it to try learning the methods taught in 'Make it Stick'? Like does the book take into account the process of learning what its trying to teach? mostly silly question but I do want to get a copy of the book either way, its just that I have books that i felt would speed up my process of learning certain comp science topics, specifically the book 'Code' by charles petzold, but i cant bring myself to finish these sorts of books even knowing it would make learning everything related after the fact so much smoother.
@DSFran
@DSFran 6 ай бұрын
I love this book. I have the first one in hardback (the R version) and I’m considering buying the Python version too.
@wedidntplanthis
@wedidntplanthis 9 ай бұрын
i loved this ending, first concise video I've seen in a minute
@igordemetriusalencar5861
@igordemetriusalencar5861 6 ай бұрын
It was an absolutely beautiful surprise to see that ISL book has a version with R programing language examples!!! Thank God!!!
@SlavkosHobbyChannel
@SlavkosHobbyChannel 9 ай бұрын
Always enjoy watching your videos!
@millerdane
@millerdane 9 ай бұрын
Thanks so much for your book recommendations as always.
@kingofcastlechaos
@kingofcastlechaos 9 ай бұрын
I have that book on Audible and it is awesome. I recommend it to so many people and now realize I want to listen to it again. Changed my life- I just wish it had happened to me when I was 12. Great video, thanks.
@melyder2316
@melyder2316 8 ай бұрын
THE NAME OF THE BOOK PLEASE ?
@AndrewTateTopG1
@AndrewTateTopG1 7 ай бұрын
@@melyder2316 did you find out?
@millerdane
@millerdane 9 ай бұрын
Truly appreciate your recommendations
@stepbro1992
@stepbro1992 8 ай бұрын
Brilliant video. Very short and informative. Well done ❤🎉
@oguve278
@oguve278 9 ай бұрын
I've been waiting for the Python release for a while now, good to see the softcopy finally be available. Though I'm still on the lookout for an affordable hardcopy when it happens...
@michaelrudert3406
@michaelrudert3406 9 ай бұрын
Thanks for this hint. I downloaded it alredy for R and Python from the webpage. 👍
@abhishekajay9729
@abhishekajay9729 8 ай бұрын
ESLR and ISLR are one of the best statistical learning books out there. Read both of them during Data Science and Data Mining classes in grad school and I still go back to them!
@LesserAndrew
@LesserAndrew 8 ай бұрын
Agreed! I read ISL during a beach vacation years ago when I was learning data science. I still turn to ESL for reminding myself of the intricacies of a given algorithm.
@Dionysus-01
@Dionysus-01 8 ай бұрын
@@LesserAndrew What's ESL?
@abhishekajay9729
@abhishekajay9729 8 ай бұрын
@@Dionysus-01 elements of statistical learning. Profs Tibshirani and Hastie’s original stats book. ISLR is an easy to understand interpretation of ESL by their PhD students. Once you read ISL, ESL is the book to move up to for a deep dive on those concepts. Really heavy on the math yet intuitive.
@fiftyplusgamer
@fiftyplusgamer 9 ай бұрын
Love ur channel. Just a question what mic are u using?
@VaibhavSharma-zj4gk
@VaibhavSharma-zj4gk 9 ай бұрын
Please mention the link to the free book.
@TheD112
@TheD112 9 ай бұрын
Awesome recommendation for getting a professional experience after completing chapter #4 and becoming ready for a job market 🙂
@thomasfsr
@thomasfsr 3 ай бұрын
I used this book to study for the micromaster program of MIT. Glad to know that now we have a python version at last!
@pipertripp
@pipertripp 9 ай бұрын
Giles, thx for sharing that "Make it stick" book again. I just went ahead and bought it through you affiliate link. Should have done it the first time you recommended it. Better late than never.
@pipertripp
@pipertripp 9 ай бұрын
oh yeah, it's ISLP instead of ISLR. I have the latter and yeah, it's a great book! I worked through some, but I was completely lacking in a stats background of any kind, so I pivoted to learning statistics which has been great. I'm a big fan of R, but Python is a great (and more broadly applicable) language too. The R version is a bit dated now as there are more modern packages that are easier to use, but the fundamentals are all there and it's definitely a book worth having. I'm sure the Python version is excellent. The R version even has supplementary videos where the authors talk through topics. The name of the channel is datascienceanalytics.
@paulfitzgerald4625
@paulfitzgerald4625 7 ай бұрын
Me too. I quickly got lost. Where did you begin your statistics journey?
@pipertripp
@pipertripp 7 ай бұрын
@@paulfitzgerald4625 I bought a used statistics book on thrift books. I bought Probability & Statistical Inference by Hogg & Tanis. It's a good book, but it expects a couple of semesters of calculus from the reader. If you want a more standard "intro stats" text book, Statistics for Business and Economics from Cengage is much more accessible and requires a much more modest background in maths. It covers a very wide range of topics and statistics and is aimed at undergraduates.
@e555t66
@e555t66 8 ай бұрын
Huge fan of brilliant. Have done the ISLR course. It is really good. I would recommend the MIT Micromasters in SDS after that. It is not free. But you get 90% financial assistance if you are eligible. Each course is 300$ each. There is a finance Micromasters too. Each course is 450$.
@vivekjoshi3769
@vivekjoshi3769 9 ай бұрын
Since you have put dataquest in the description I would to know your honest review of dataquest as a learning platform for data stuff.
@Flamechr
@Flamechr 9 ай бұрын
The video course can also be recommend. Posible the best teachers I ever had.
@heretolearnnewthings
@heretolearnnewthings 8 ай бұрын
the video tutorial for python version will release on summer of 2024 on edx platform.
@benny9794
@benny9794 8 ай бұрын
How nice that my Data Science course for engineering uses this book :)
@guilhermeteixeirademello4907
@guilhermeteixeirademello4907 9 ай бұрын
This book is amazing! I have already read the R one, but this in Python has the potential to be the best out there! Thank you for sharing this with us.
@confidential303
@confidential303 8 ай бұрын
Which book
@AndrewTateTopG1
@AndrewTateTopG1 7 ай бұрын
@@confidential303 which book?? where to find it?
@dirac9
@dirac9 6 ай бұрын
What a resource! You've just gained a subscriber. And thank you to the authors Hastie, James, Taylor, Tibshirani, and Witten.
@elizabethingram9784
@elizabethingram9784 9 ай бұрын
Thank you! Subscribed. 😊
@12567NoYouCannot
@12567NoYouCannot 8 ай бұрын
Loved, Loved, Loved this Content. Thank You.
@NomadicBrian
@NomadicBrian 13 күн бұрын
Regarding Stanford I'd like to add a great experience I had with free classes some time ago using Java. These were recorded sessions and a course outline and links to source. I was searching around for a refresher on Java because I got a book on Mobile app development with Native Android. The book was using Java at the time (these days it is Kotlin for Android). We built a number of applications and it was a lot of fun. Could not believe they offered this for free and there was a substantial amount covered.
@millerdane
@millerdane 9 ай бұрын
PS: you should also put the links to the books in your descriptions.
@angelferhati
@angelferhati 9 ай бұрын
i found the name of the book: An Introduction to Statistical Learning
@patrick07124
@patrick07124 9 ай бұрын
he already did
@andredoestech
@andredoestech 9 ай бұрын
And the for then edx course you have to google: An Introduction to Statistical Learning edx
@Maphew69
@Maphew69 9 ай бұрын
Great video. Have subscribed to Brilliant and it is very aptly named. Thank you
@Amir2Mahdi
@Amir2Mahdi 9 ай бұрын
Where can I find answers to the exercise sections in the book?
@sammclaren6965
@sammclaren6965 8 ай бұрын
Thanks for the information!
@fernandai.b.140
@fernandai.b.140 9 ай бұрын
Thanks, this info is valuable information 🙌
@PeterAdiSaputro
@PeterAdiSaputro 9 ай бұрын
Thanks for sharing this information.
@CaribouDataScience
@CaribouDataScience 9 ай бұрын
BTW, the course is also available for R.
@pikiwiki
@pikiwiki 9 ай бұрын
crispy, fresh approach. Nice
@moazzamjadoon4436
@moazzamjadoon4436 9 ай бұрын
This is the recommended book for the Society of Actuaries Statistics for Risk Modeling Exam- along with the book Regression Modeling with Actuarial and Financial Applications, by Edward W. Frees, 2010 for their data science micro-credential. Sorry, I forgot to add below that only the R programming version of the book is included in the exam syllabus.
@sidebarschocolate
@sidebarschocolate 9 ай бұрын
What else does someone need in order to become an actuary other than R?
@nnvananh
@nnvananh 8 ай бұрын
he got a really nice and clear voice
@paulfitzgerald4625
@paulfitzgerald4625 7 ай бұрын
Does anyone know where the answers to the exercises can be found? Just so I can check I'm on the right lines. Are they in the printed book perhaps?
@sandipankarmakar
@sandipankarmakar 3 ай бұрын
It depends upon the objective of the learner: whether to learn the theory and code by your own or to learn only to use ready made packages and get the result... For the second case, ESLR and ISLR (and the latest Python version) are really good as they did not delve into the nitty gritty of the theories... But for the first case, one should refer C M Bishop's PRML (2006) and Deep Learning by the same author and Kevin Murphy's ML- Probabilistic Perspective (2012, Edition 1) and latest in two volumes... PRML is freely available too in Microsoft's website.. In ESLR, ISLR I found the concepts are quite esoteric whereas in PRML and Murphy's book they have started at the basic concepts and slowly went on building upon the basics...
@charltoncates5824
@charltoncates5824 4 ай бұрын
So lucky to have found this video, I will find the book tomorrow morning and study it before work
@alikaraca163
@alikaraca163 8 ай бұрын
The video says the book is a few hundred pages and does not get into unnecessary details however I just checked the book which is more than 600 pages. Am I looking for the right book?
@morrismuuo1129
@morrismuuo1129 9 ай бұрын
where can i find the book?
@giorgos-4515
@giorgos-4515 9 ай бұрын
where is the complementary video course he is talking about?
@sebacisterna
@sebacisterna 7 ай бұрын
FYI: The affiliate link for the amazon book is broken :(
@ShahameedaliAgni
@ShahameedaliAgni 8 ай бұрын
Can anyone please hare the link for this book?
@oximas-oe9vf
@oximas-oe9vf 9 ай бұрын
QUESTION: how do I find non profit componies and charities to contact ?
@zeusdelta2842
@zeusdelta2842 9 ай бұрын
sir i have a question Did hackerrank profile of python, dsa, linux and math will help for better placement? An edge over others?
@daveoatway6126
@daveoatway6126 8 ай бұрын
Excellent presentation! And great ideas for "how to get a job" that helps new programmers and non-profits. I've had my company do pro-bono work for several non-profits - very rewarding work! Thank you.
@Peter-lv5sl
@Peter-lv5sl 6 ай бұрын
Hey any advice on how to get started on something like this as a student studying data science? Looking to try gain some real world experience!
@edwinchuy9367
@edwinchuy9367 9 ай бұрын
I actually came across both books yesterday before coming across this video.
@aneedfortheory
@aneedfortheory 5 ай бұрын
Hello @Python Programmer. I may have missed the info, but is there a related course mentioned in the video?
@yippykayyay
@yippykayyay 9 ай бұрын
link to the book/course?
@datawithtess
@datawithtess 2 ай бұрын
Best book on machine learning. Quick tip learn statistics first. Then learn mathematical statistics. The read a 100 page per month in 6 months you are ready . Then build projects
@mohamadnajm1465
@mohamadnajm1465 9 ай бұрын
Hi I don't see the link of the course Can u provide it Thanks
@delliscool4924
@delliscool4924 Ай бұрын
Thank you sir , the way you propose the scientific material is interesting.
@n3v1h5
@n3v1h5 9 ай бұрын
the classic fatherly British docuseries presentation is of archetypal excellence
@notyourbusiness2672
@notyourbusiness2672 8 ай бұрын
So weird... Among the *17* links in the description - I didn't find a clear link to the book itself. Very professional.
@davidchen376
@davidchen376 3 ай бұрын
Yeah. What a click bait video with no real useful content. Who cares why it is free if you can't even link it.
@ElectroNeutrino
@ElectroNeutrino 3 ай бұрын
It's the third one: "An Introduction to Statistical Learning" The title of the book is in the video.
@kibalamajames4813
@kibalamajames4813 9 ай бұрын
Thanks a lot!
@josueramirez7247
@josueramirez7247 8 ай бұрын
It was a famous book at my college. ISLR is what we called it.
@bobanmilisavljevic7857
@bobanmilisavljevic7857 9 ай бұрын
Wow thank you so much!!! Ain't no party like a python party!! 💪🧙‍♂️🌌⌨️
@__BA__
@__BA__ 6 ай бұрын
When I was going through a data science boot camp, in 2021, the instructor recommended ISLR. I tossed it to the side, because I don't know R. I'm glad that a Python version was released. I suspect that Python has surpassed R in usage in the data analysis realm.
@YourNameHere1000
@YourNameHere1000 9 ай бұрын
Does he ever give the name of the book?
@AnotherDayattheDock
@AnotherDayattheDock 3 ай бұрын
honestly the best advice on youtube i've ever seen
@dalskiBo
@dalskiBo 8 ай бұрын
Thanks for sharing, can one jump straight to the Python book or is it necessary to read both?
@RanulHashika
@RanulHashika 8 ай бұрын
Both are the same. The only difference is Python and R.
@TheKarthhh
@TheKarthhh 8 ай бұрын
Thanks for sharing
@chanson8508
@chanson8508 2 ай бұрын
Great vid! I wanna go learn it now!
@andredoestech
@andredoestech 9 ай бұрын
is there a link in the description to what he is talking about or am I just dumb?
@arielsuarez5471
@arielsuarez5471 7 күн бұрын
1:42 “make it stick: The Science of Successful Learning”? I will have to get my hands on that!
@chasenom5880
@chasenom5880 2 ай бұрын
So true!!! This book is absolutely top notch and while there are other great reources out there such as Oreilly and Coursera, this book provides all the prerequisite knowledge
@duaneatnofroth
@duaneatnofroth 9 ай бұрын
What new topics has Brilliant helped you learn?
@salh2665
@salh2665 9 ай бұрын
❤هل يمكن ان تضع برنامج الدراسي ودروس والكتب لتخصصات بيو مدكل ميكاترونكس والاتو ميشن😊😊😊
@sdaiwepm
@sdaiwepm 9 ай бұрын
This is good news! However, it seems the the online edX course is available only in R, not (yet?) in Python.
@markrussell4682
@markrussell4682 9 ай бұрын
I like Python, and its far easier to master than R, but I use R in my work far more often than I use Python. This may just be a bias among my management, but the fact that I knew R, and Matlab and Mathematica coming out of University made getting my first data analyst job much easier.
@sahilgurjar8209
@sahilgurjar8209 9 ай бұрын
​​@@markrussell4682how did you learn R. Any book or course you would recommend to begginers?
@deusvult1268
@deusvult1268 9 күн бұрын
​@@markrussell4682 So would you recommend learning R instead of python or both or also Matlab?
@markrussell4682
@markrussell4682 9 күн бұрын
@@deusvult1268 I think in most instances Python is a more useful language to know. Python is now interoperable with Microsoft Excel which is used almost ubiquitously in data science.
@cricketmasstti_68
@cricketmasstti_68 7 ай бұрын
Can you do a video on big data books and course
@nunyabiznes33
@nunyabiznes33 8 ай бұрын
First time I got a data science recommendation. I'm an unemployed bum with no degree and wondering if I should learn to code and which language. And what are the possibilities of getting a job? Like, can you just work online?
@squirrelthug
@squirrelthug 7 ай бұрын
your affiliate link to Make It Stick is broken, but thanks for the recommendation!
@dondublon1
@dondublon1 9 ай бұрын
But, where is a link to the book?
@efeveesse
@efeveesse 8 ай бұрын
You've just got a new follower 😊
@theshockbro
@theshockbro 9 ай бұрын
@Python Programmer Hi, first of all thank you for all the information that you're sharing with us here. I would like to ask you what would you advise, what is your opinion on this matter, becuase I can't quite make up my mind. I'm torn between doing an online course or actually getting into uni and doing 3-4 year course there. (have in mind I am 36 this year) Fields that I've been looking at and that I'd be interested in are mainly Gaming development or AI. Would you advise me to get into uni and have a proper degree or rather do some of the acredited courses and start chasing apprenticeship jobs in next 6-10 months? Thank you very much for your time!
@kevinmccallister7647
@kevinmccallister7647 8 ай бұрын
It depends, you absolutely can learn and get a job by learning by yourself that's what I did. Can you sit down, focus and study by yourself? If you can or are willing to learn how to - start doing this you'll learn a lot If you'd rather have an external structure environment, go to college - keeping in mind you might not do what you want immediately I would say start with game dev as you are interested in it, build something in unity, follow their tutorials Then learn to use chatGPT api and combine the both - you can have a game with ai project in a couple of months
@saurabhsamridh4635
@saurabhsamridh4635 9 ай бұрын
Where can i get this book?????
@DeLaCruzer11
@DeLaCruzer11 9 ай бұрын
The name of the book is: "How To Serve Man" It's a cook book!
@Junaid24800
@Junaid24800 9 ай бұрын
I already have this book but its based on R 🤩
@kv1kv
@kv1kv 7 ай бұрын
ISL is definitely one of the best books for DS beginners! And now in Python!
@colinmaharaj
@colinmaharaj 9 ай бұрын
Hmm, I like ML, AI and these type of topics, but can I do these in C++.
@joshuaheathcote2116
@joshuaheathcote2116 8 ай бұрын
Holy cow. You are my go to guy!
@reubenmwangi3071
@reubenmwangi3071 9 ай бұрын
Thanks 😊👍
@harishhanchinal2838
@harishhanchinal2838 9 ай бұрын
Thank you.
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