Is this still the best book on Machine Learning?

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Hands on Machine Learning with Scikit-Learn, Keras and TensorFlow. Still the best book on machine learning?
Buy the book here (in the US) amzn.to/3hxB6US (affiliate link)
or from my Amazon store www.amazon.co.uk/shop/pythonp...
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2. Complete Python Programmer Bootcamp - bit.ly/2OwUA09
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4 авг 2020

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@gilesmcmullen 3 года назад

Check out my video on the Titanic dataset - I think you'll like it ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-SffkBc1MQ40.html

@KenJee_ds 3 года назад

I just finished this book, and can confirm!

@gilesmcmullen 3 года назад

Thanks Ken!

@ilyasikm 3 года назад

What confirm? Please told me

@studio623 3 года назад

@@ilyasikm Ken Jee agrees with the opinion / review expressed in this video.

@yasarahmed2916 3 года назад

hi ken i have just started learning with this book , iam getting errors in executing the program "End-to-End Machine Learning Project" please provide me soluton

@siddharthmagadum16 3 года назад

Hey ken jee, i know python at medium level, can I learn from this book?

@shivakumarpendem7871 3 года назад

I love this type of content where you keep it short and get to the point and good mentoring on what to choose ! You are amazing Giles 💞 🙌🏻

@datamike7457 3 года назад

Exposure to end to end machine learning is so important. Too many resources intended to teach beginners aren't comprehensive enough to give people actually valuable skills. Great review!

@XOPOIIIO 3 года назад

I was almost a beginner and it was quite hard for me, though with patience and a lot of googling I've been able to understand everything. Actually the challenge was enjoyable for me.

@kanishka2965 8 месяцев назад

what book then you refered to

@priyankamehta9426 3 года назад

Short, precise and to the point review. Great review.

@arujbudhraja 3 года назад

Well researched review. Thank you!

@sohailalexander4681 3 года назад

Keep these reviews coming pal. You’ve given me and my colleagues a clear direction

@keyo3945 3 года назад

I remember when I wanted to get started with machine learning, I remember when I saw your video about the first edition, that I decided to study the book and start my journey in Machine learning. I loved it and I learned a lot, it covers everything I needed at the time. I am running my own business now and I really owe it to both you and the author for this wonderful book. thank you so much for everything you are the best🤗

@gilesmcmullen 3 года назад

Wow, I'm so pleased that it was helpful!

@nobrainer69420 3 года назад

What kind of business did you start?

@keyo3945 3 года назад

@@nobrainer69420 first I trained an OCR for the Kurdish language. and now we are trying to work on lots of other projects that nobody has done for this language. so mainly my business is focused on data science services that could help the Kurdistan's companies and the government.

@nobrainer69420 3 года назад

@@keyo3945 Sounds amazing wish you only the best for the future!

@akhandpratap__ 3 года назад

@@keyo3945 I am also doing some real world projects Would love to connect with you on Linked In I am from India and native language are facing lot of problem because of not much technology solution available.

@_AverageGuy 3 года назад

Found your video at just the right time. Much appreciated. Thanks a lot ♥️

@leticiastello2599 3 года назад

Thank you for the information. I've read this book and totally agree with your conclusions. It's worth it to always have it on hand

@manvirsingh3727 3 года назад

Loved the video !

@jennawilliams64 3 года назад

Great review, I am checking this out asap. Thanks! 🤩

@Spida7 3 года назад

Been focused on mastering Pandas as well as I can for the past year. Look forward to upping my game with machine learning and purchase this book and dominating the project in Chapter 2!

@abhishakelahiri 3 года назад

Add to that the github repository of this book.. Even more detailed..

@duckmeat4674 3 года назад

@@sumit5102 youre a smart person, its easy to find

@adityakrishna11 3 года назад

Thank you for this video!

@alenjose3903 3 года назад

Love these book reviews , will surely look into it 😁👌

@DeceitfulDestiny 3 года назад

Perfect review, very salient points!

@harikrishnamalyala6214 3 года назад

Thanks for the book recommendation..I will definitely get it to get started!

@HumbertoMoura 3 года назад

This book is amazing! I love the two versions. Another good book if you need a small one (for reference) is Machine Learning Pocket Reference (Matt Harinson, O'reilly)

@albeedoinstuff5509 2 года назад

I just made to thru chapter 3 motivated learner as you described. I went thru a few crash courses on python but am loving it!

@randomrobin6104 3 года назад

That book really helped me alot, when I am teaching ML , I always use it as a guide

@jsmit7730 3 года назад

Waiting for my copy. Looks like a great book.

@moularaoul643 3 года назад

Thank you so much!!

@carlitos4505 3 года назад

This is an awesome channel and great content!

@gilesmcmullen 3 года назад

Glad you enjoy it! Thanks.

@carloscruz2582 3 года назад

Got it after watching you video. Thanks!

@bassamal-kaaki3253 3 года назад

Well I can say it is a bit advanced for a beginner, but with readings here and there including this book, things become easier.

@gilesmcmullen 3 года назад

Learn Data Science Fundamentals with 365 Data Science (affiliate link) 20% off bit.ly/3hbUHdd

@yasarahmed2916 3 года назад

hello sir i have just started learning with this book , iam getting errors in executing the program "End-to-End Machine Learning Project" please provide me soluton

@nabeelhasan6593 3 года назад

I have both editions, i love 2nd editions this book because of updated Tensorflow 2 code, color and quality of printing.

@Amf313 3 года назад

Your videos helped me a lot in the process of learning machine learning and Data science... Just wanna say Thank you 🙏🌹

@gilesmcmullen 3 года назад

You're very welcome!

@samidelcueva 3 года назад

Sounds amazing!

@Amir2Mahdi 3 года назад

For the record, as it has mentioned in the book: "This book assumes that you have some Python programming experience and that you are familiar with Python’s main scientific libraries-in particular, NumPy, pandas, and Matplotlib". Thanks for the review

@weitaotang5702 3 года назад

This book brings me to the domain and contributed to my shifting of major in the Ph.D. stage. Now I am suffering from Bayesian probability and optimization. And I just realized my most recent research idea has been put on arxiv by Alibaba two weeks ago.

@sophial7317 3 года назад

I really love this book as well!

@altruisticPing 3 года назад

After your recommendation I've read this twice and I plan to read it again. It taught me so much about ML that I didnt know. And I thought I knew a decent amount before...

@thehappycoder3760 3 года назад

I have read it recently (a bit of a beginner) and I agree with everything you said. Not easy but covers everything.

@olehonufryk9529 3 года назад

Got this book last December and it's amazing. A lot of good examples and explanations, a bit difficult for me cause I'm a beginner in ML, but I have background in programming and math, so I'm able to cover the material in my quality time.

@anandpawara4048 3 года назад

Got second edition book delivered today, I am pretty excited to dig in, also my first ML book from my first salary as Computer vision engineer

@zeinat2233 3 года назад

Same, I got mine delivered today

@makhan3462 3 года назад

This book is so awesome I have been using it for while. It's a great for a reference aswell.

@pranavgandhi9224 3 года назад

Thankyou very muchhhhhh sir for your reviews on these books...

@swaraj2235 3 года назад

Currently I have completed first part of this book. It's really amazing. Anyone who have some basic knowledge about python, numpy, pandas etc and some mathematical knowledge about linear algebra and vector calculus, can blindly go with this book.

@nitinsharma6808 3 года назад

Hello can you guide me from where i can buy the book in india ??? I am worried as some people share the comments that they are not receive a genuine copy.

@ciscocert272 3 года назад

Clear out few doubts I had regarding who would be benefitted most from reading this book ...settling for not faint hearted on ML but as well motivated individuals and determined . Make sense . Thanks

@rushikeshgandhmal 3 года назад

Few days ago finished part 1 of this Book (Fundamental of ML) As he said this is not for complete beginner. Before diving into this book, have a little bit knowledge of Numpy, Pandas, Matplotlib. My experience says, first do some practical. Then, to know about how exactly Algorithms work under hood read this !

@coderaven1895 3 года назад

whats the first part of this book ??

@emadgkamel 3 года назад

@@coderaven1895 the book itself divided into two parts

@Sandeep33 3 года назад

Thank you so much

@stephenmaharaj5230 3 года назад

Good book for practical learning. Thanks for the recommendation.

@DavidRussellM 3 года назад

Hi Giles, I am practicing programming to improve the world through data science. Your channel and recommendations have been sublimely useful and appreciated! I was wondering what your thoughts are on code academy as a learning tool for beginners?

@debjyotiarr 3 года назад

This is indeed a very good book. I had seen your previous video on the 1st edition of the book, but by that time the 2nd edition had appeared, so I went ahead and bought that. Still going through it and, again, it's a really good book. P.S.: Love your accent.

@adrustamm5828 3 года назад

I am surprised that there is no affiliation link to buy the book in the description, not that I would have any problem with that, I would just have used it, thanks !

@realelectron 3 года назад

Yeah, I was looking through the description. I would have bought it through the link, one way to support without simply liking the video.

@anto1756 3 года назад

I'm just downloading it for free right now lol

@piokany8566 3 года назад

@@anto1756 Do you think it's morally right, It's hardly going to affect your sleep.

@anto1756 3 года назад

pio kany not really, because I don’t even have 30$ and I need this for college 🤷🏻‍♂️

@vikranttyagiRN 3 года назад

@@anto1756 is the new version available as Pdf online?

@waleedazam6916 3 года назад

Great Work, buddy :) I personally like this edition though.

@andrer3764 3 года назад

Came across your channel for the first time and noticed your book recommendation from a year ago. My luck has it you literally are updating the topic! Have a question though: Do you have a suggestion on how to approach books? Read it? Read and do exercises? Was hoping sometimes to be able to sometimes just read the book and be off computer but unsure if that's still an effective way to learn. Looking forward to exploring rest of the channel!

@gilesmcmullen 3 года назад

Definitely do the exercises. Don't just read it, make sure you understand it. If you don't understand something, keep thinking about it until you do.

@andrer3764 3 года назад

@@gilesmcmullen Appreciate the suggestions! Will take that approach. Cheers.

@jorgecruz4839 3 года назад

Hi! Thank you for the recomendation! A couple of months ago I got very interested on this subject and I have already learned the basics of scikitlearn. My main interest on machine learning is a personal project that involves video analysis and recognition. Do you think this book can help me? Thank you in advance!

@sureshkumar-kx2xz 3 года назад

Excellent! I am a Neuroscientist at MIT with some background in MATLAB programming. I have been searching for machine learning books and found this video. Do you also suggest this book for people with limited programming, math, coding background? If not, could you suggest books for broader audiences having some coding and no coding experience? In any case, I am going to use this book as I like to challenge myself with difficult books and topic :) Thanks for your video!

@NixonMAGESE 3 года назад

I love this book. Just finished Chapter 2.

@ollie6845 3 года назад

Man you are very good. As a french, I love your great english accent.

@sakshamtyagi154 3 года назад

I literally was reading it just before watching this video

@JoBaysal 3 года назад

very good, your explication is very good

@anikgupta3929 3 года назад

Hello, Thank You for recommending the books! Wondering if you can advise which books to study in an order to learn basic Python, intermediate/advanced Python, then ML, then Stats and then Maths? Wanted to study one book at a time that’s related to Data Science. Otherwise, it’s overwhelming to see all good book options yet can’t study all books just to learn Python only. One book would be great for respective subjects like Python, ML, Stats and Maths, etc. Thanks,

@Adam-cn5ib 3 года назад

thanks for not wasting time with a 15 minute video that drags out time. Your opinion was set at the start with explanation afterwards (How it should be), so thanks you.

@surajaj7867 2 года назад

Thank you Sir ❤ from India.

@fernandonakamuta1502 3 года назад

After 3 months I just finished the machine learning part of the book, so far the best material on ML i have ever studied. Incredible didatic, incredible notebooks, incredible topics. One nice improvement on this second edition are the colorful graphs, they really make visualizations a lot better and easier to comprehend. Now moving to Deep Learning part 😄

@AnotherproblemOn 3 года назад

Hey ! Thanks a lot for that comment (and thank you so much for the video Python Programmer). I am leaning towards buying it. I don't have the math background that comes with it but i'm interested (i basically have a CPA background, and am currently doing of PhD on A.I. effects on CPA). Do you think I can go with that one ? Would you say it's worth it ? Thank you so much in advance. Best,

@fernandonakamuta1502 3 года назад

@@AnotherproblemOn It really helps to have some experience with Python programming, especially with Pandas and Numpy. If you really want to understand how everything works under the hood, reasonable knowledge on calculus, linear algebra and statistics are required (But as the author mention in some chapters, it's totally fine to skip certain parts and come back later when you need some deeper understand.) The author also makes a lot of references to other books and playlists where you can go deeper into some math, like Bayesian statistics and optimization. Having the practical knowledge also helps when you decide to understand things under the hood... If you really struggle in some concept, you can ALWAYS find the answer at google or some cool channels like StatQuest. Always feed your curiosity and make your own learning journey, it's cool! It's a great investment! Don't be scared!

@AnotherproblemOn 3 года назад

@@fernandonakamuta1502 Thanks a lot for taking the time to provide with such a complete and helpful answer :) ! I will definitely do my very best and am excited!!! Take care!

@fernandonakamuta1502 3 года назад

@@AnotherproblemOn You're welcome. Good luck!

@adeoyeoladipupoibrahim3066 2 года назад

@@fernandonakamuta1502 what resources did you use to learn the math

@DatascienceConcepts 3 года назад

Great Insights! I would like to add the book 'Learning from Data'- Yaser Mostafa...If you are interested in the theory of Learning.

@lucas-vq3qe 3 года назад

Great video. I have a question, is 2020 a good time to learn data science and software development? We know that gpt-3 exists

@adumont 3 года назад

Jeremy Howard has just released on O'Reilly the Fast AI Book, Practical Deep Learning for Coders. FYI, probably a competitor for this book in the category of the best ML/DL book.

@robosergTV 3 года назад

its heavy on using fastai, you wont find many jobs using fastAI library

@machinelearningjourney1006 3 года назад

yes still the best for practical approach!

@FAAAx2 3 года назад

I am currently reading the first edition, do you recommend me to read this book before ending the first one or read both books at the same time (I can read the new chapters or the different ones on PDF while I have the physical first edition book)

@sorrowseal 3 года назад

I wonder if you could turn this book to video series?

@lahirulowe4752 3 года назад

As always love the videos❤️❤️❤️.... Do a comparison between this book and python machine learning by Sebastian Raschka...I think it would help a lot of people!!! Love from Sri Lanka 🇱🇰

@hasturyellow1225 3 года назад

Could you recomend a book/resources covering super basic examples of coding python machine learning from scratch without the need for importing the main modules.

@andrewchen1744 3 года назад

Thank you for sharing! As for me, this book is the king of ML!

@ashutoshnaik6677 3 года назад

I recently started reading ISLR by James, Witten, Hastie and Tibshirani. Is this book worth reading after completing ISLR? or does it cover the same topics to the same extent?

@leo_and_his_bikes 3 года назад

I'd like to buy this book. Is there any info about a possible third edition incoming?

@hoseinaghajani2016 3 года назад

I have read the first part of first edition, but I did not read the second part. Is it better to read edition1 or edition2 for second part?

@muhtasirimran 2 года назад

I want a bit of advice. I was planning to get started with ISLR 2. But, this book is also great. Which one will you recommend to get started with? Note: I'm really motivated enough to learn machine learning.

@hardikvegad3508 3 года назад

Solutions to these exercises are available in Appendix A. Where can I find this Appendix A?

@hpcaria25 3 года назад

What book would you recommend for Data Analytics? I want to start there and only jump to Machine Learning after

@LuigiZambetti 3 года назад

When you have to learn something new, do you prefer books o video tutorials?

@-es2bf 8 месяцев назад

How does that book compare to sebastian raschka's?

@Popdad 2 года назад

Loved your video. Buy kindle edition to reduce some cost of ownership

@abhisekhagarwala9501 3 года назад

Hi I am want to learn how machine learning algorithms work under the hood and then want to learn how those algos work with real life data set will this book help me or prepare me for industry standard?

@miguelcastillo1742 3 года назад

I have the first edition and what I have loved the most about it, is how it teaches you to analyze the errors of your models. It has some details that is hard to find on RU-vid or on any tutorial out there.

@gilesmcmullen 3 года назад

Couldn't agree more!

@doglover3133 3 года назад

agree, it is that and Mitchell

@manvirsingh3727 3 года назад

When videos of data science series are coming

@ignaciod.5287 3 года назад

so, what would be an ideal option for absolute beginners?

@saurabhchoudhary4572 3 месяца назад

Thanks man starting a book and getting to know it's not the best sucks

@tomasemilio 3 года назад

this is a great book i have the hard copy,

@willianbarreiro9925 3 года назад

Hello my friend, how's it going? I'm enjoying a lot with your channel, I started to learn Python and I'm working as a Networking Enginner and Python has been useful for me to solve my problems. By the way tell me the name of that book TCP/IP in your background

@NugrohoBudianggoro 3 года назад

i bought the book, not yet read it. i wonder, would this book prepare me for the book the elements of statistical learning?

@akshatbanerjee1040 3 года назад

@Python Programmer, is this like a continuation of the first part of the book or a revised edition, I couldn't understand from your video can you pls correct me here

@harshitrathore1744 3 года назад

Can anyone pls give me the link of the pdf version of latest edition of this book.

@amirmohammadjalili2676 2 года назад

I confirm everything you said.

@darkangel-gw4wk 11 месяцев назад

The first edition of the book is completely free on library genesis

@patmtc477 3 года назад

I read both books. I can confirm. Is there another book more advanced than this? Please recommend.

@bhavs1648 3 года назад

Does it include mathematical explanation on the algorithms???

@gk3862 3 года назад

Could you say what is the best book for Deep Learning? Especially for PyTorch?

@MOHSINALI-bk2qo 3 года назад

sir, i know the python and i also done two courses of ML from Andrew Ng so, can i buy this book or i have to learn more . plz guide

@harshalgarg9234 3 года назад

I am not a beginner, I am an engineer and I want to learn algebra, statistics, probability, and algorithms related to ML models. I already know a little bit of machine learning. I have done a heart disease and titanic project from Kaggle. I wanted a detailed course/book. I think this book would be apt for ML model algorithm. For maths/stats/probability, should I read think stats by O'Reilly or Practical Statistics for data science by O'Reilly or Mml-book (Cambridge University Press) or some other book or a combination of books. Would these be sufficient for the theoretical knowledge? Thanks in advance.

@manitahriri9204 3 года назад

I am curious to know whether there is a book in mathematics specially tailored for Machine Learning beginner? Nowadays everybody saying you need little bit of math knowledge for Data Engineering and Machine Learning. However nobody mention which level of math is required to start. Which level of Algebra? Which level of Probability? and so on...

@sayakbhattacharjee3183 3 года назад

I would like to know that too..

@CheeseOfMasters 3 года назад

I think you should search specifically for a math book for computer science, statistics or something like that. Don't know if there is one specificaly for machine learning.

@jasper909 3 года назад

If you want to understand the theory behind all Machine Learning concepts you'll need to know linear algebra and multivariate calculus. There's a specialization by imperial college London called 'mathematics for machine learning' available on Coursera which covers both topics.

@DecisionForest 3 года назад

Great video, and I totally agree, although it's good for beginners, it's "Machine Learning beginner" friendly not "Python beginner" friendly as you need to have more than just the Python basics to get the most out of this book.

@aryankashyap7 3 года назад

hello sir i just got into UG college and took CSE AI ML as my branch, so should i purchase this book or wait to clear some basics of programming? Even can you please help me how to commence in this field further! I am actually totally new to this field.

@maveriks463 3 года назад

Book is worth having but better to have read some other smaller introductuory books first. Also do some python, numpy etc first. Then dive in and absorb slowly. Some basic linear algebra would be helpful. Relatively cheap compared to many others.