BEST Books to Learn Data Science for Beginners 📚

In this video, I'm sharing some of my all-time favorite books for learning and practicing data science. Since data science is such a vast field, I'm narrowing my recommendations down to two specific areas: statistics and machine learning. I’ve even included different options for beginners versus more experienced learners who want to refresh their knowledge.
🔗 www.openintro.org/
🔗 themlbook.com/
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Contents of this video:
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00:00 Introduction
00:50 Statistics
01:41 OpenIntro Statistics
02:26 Mathematical Statistics
04:06 Machine Learning
04:11 The Hundred-Page Machine Learning Book
05:36 Machine Learning With PyTorch and Scikit-Learn
07:06 Designing Machine Learning Systems
08:56 Outro

[@emma_ding]

If you prefer to read rather than watch this video, check out the blog post I wrote on this, and other, topics here ➡www.emmading.com/blog/5-books-every-data-scientist-should-have

[@tubeampsrule1]

Emma, the value you're bringing in these videos is ridiculously good! Top work!

[@mikefan6678]

Hi Emma thank you for the book recommendations. Watched a lot of your videos and learned a lot about the data science field ❤.

[@praveenl9655]

Well presented Emma. Will read these books for sure👍🏻

[@facualexandre]

Thank you Emma for the recomendations!! Study time

[@robrinehart3868]

Thank you for this book list! I'm currently in a data science certificate program and have been struggling to learn some of the concepts. I ordered the openintro statistics book and the 100 page machine learning book earlier in the week. I started reading them and have found both to be very useful to fill in the gaps in my knowledge already. Very easy to read and informative, I know I'll refer back to them a lot. Thank you again for the recommendations and I'll likely order the rest of the list!

[@emma_ding]

Thanks for your comment, Rob! 💛 I'm so glad to hear you've found one of the books helpful so far. Happy reading!

[@ayrtonbruno9]

Excelent recommendations !

[@he132]

Awesome, thank you

[@tpd2031]

I'm a generic SWE who spends a good amount of time in data and wants to understand machine learning better. This has been wonderful, thank you so much for putting it together.

[@mwtichenor]

Thanks for the book list. I prefer reading to watching short videos

[@ayambasumailaimoro2082]

Great job dear 🙏🙏

[@shubhamvigoniya9021]

Thank You!😊

[@hendrasdrtube]

Already forgot statistics, thanks for mention the books

[@spikeydude114]

What about for A/B testing at scale? Many experiments going on at the same time.

[@nanzhao9276]

Emma, do you recommend reading the Mathematical Statistics with Resampling and R book if I don't know R at all?

[@emma_ding]

Absolutely! This book doesn't assume any advanced knowledge in R, making it accessible to everyone. In fact, it's a fantastic book even if you choose not to delve into the R portion.

[@bakus_naur]

are you an angel??

[@tubercn]

博主是华人吗，我是中国人，看你的视频，不用看字幕也能懂，谢谢

[@myworldAI]

是你懂英語，与你是不是华人没关系 !