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Best Data Science Books for Beginners 📚
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- Опубліковано 17 сер 2024
- DataCamp Space Week 👉 cutt.ly/QBsq0vk
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Resources mentioned in the video:
🔗Introduction to Data Science (in R) 👉 bookdown.org/r...
📚 Math interactive books:
🌐 Explained Visually 👉 setosa.io/ev/
🌐 Immersive Math 👉 immersivemath.c...
📚 Books mentioned in the video:
1. Python for Data Analysis 👉amzn.to/3RPeReC
2. Practical Statistics for Data Scientists 👉 amzn.to/3CF5Pws
3. Naked Statistics 👉 amzn.to/3CIhwCu
4. Machine Learning Simplified 👉 themlsbook.com/
5. Hands-On ML with Scikitlearn and Tensorflow👉 amzn.to/3fTKZ3y
6. Designing Machine Learning Systems👉 amzn.to/3Cajv0Y
7. Storytelling with Data 👉 amzn.to/3EvbS83
8. Interactive Data Visualization for the Web 👉 amzn.to/3rHvDl6
Hey data nerds, in today’s video we’ll go over some of my recommended books for data science beginners. I’ll talk about books for Python data analysis, statistics and math, machine learning and data visualization. For each book, I’ll share with you what the book is about, what I like and don’t like about the book, and how I’d rate the book regarding the depth, readability and practicality.
I hope you enjoy this video 😄. Let me know in the comment your favourite data science book! 🤓
🔑 TIMESTAMPS
================================
0:00 - Intro
1:35 - Python for data analysis book
3:28 - DataCamp Space Week (SPONSOR)
4:20 - Statistics books
7:33 - Math books
8:27 - Machine learning books
11:31 - Designing machine learning systems
13:16 - Data viz books
👩🏻💻 COURSES & RESOURCES
▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀
📖 Google Advanced Data Analytics Certificate 👉 imp.i384100.ne...
📖 Google Data Analytics Certificate 👉 imp.i384100.ne...
📖 Learn SQL Basics for Data Science Specialization 👉 imp.i384100.ne...
📖 Excel Skills for Business 👉 coursera.pxf.i...
📖 Machine Learning Specialization 👉 imp.i384100.ne...
📖 Data Visualization with Tableau Specialization 👉imp.i384100.ne...
📖 Deep Learning Specialization 👉 imp.i384100.ne...
📖 Mathematics for Machine Learning and Data Science Specialization 👉 imp.i384100.ne...
📖 Applied Data Science with Python 👉 imp.i384100.ne...
🙋🏻♀️ LET'S CONNECT!
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As a member of the Amazon and Coursera Affiliate Programs, I earn a commission from qualifying purchases on the links above. By using the links you help support this channel at no cost for you.
#datascience #machinelearning #books #Datanerd #ThuVu #dataanalytics
Love me some Storytelling With Data! And I actually have been looking for a book for designing interactive viz’s; so thanks for this, Thu!
Cole's new book "Storytelling With You" is a good read.
@@richc2699 Yeah! I just started this one as well 🙌🏼
Thank you for checking out the vid Luke! 💜Glad it has something for you. I got so much inspiration from your book review video 🙈.
You have become a very important source of information for me. Keep doing good work !
Thank you so much Sebastien, I'm glad it was helpful! 🤗
so informative! Why god hides this channel for so long to me. Such a great respect for a Vietnamese woman!
Thank you 💜
Not god, the (machine learning) algorithm!
I bought Naked Statistics based on your recommendation about a year ago. I really enjoyed it! I've been meaning to say thanks... so, thanks!
i started reading the Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow book and i am impressed how good it is. If you know some python and also have some basic knowledege in ML you have to get it! Its like a professional sits down with you and tries his best to explain the complex topics to you so that you can apply them as soon as possible. Therefore its easy to read and understand!
I heard tensorflow is falling out of favor now, Jax and PyTorch are better
Andrew Ng's ML & DL course. Stanford CS229,C109, C168 notes. Introduction to Statistical Learning , Read Kaggle notebooks , Gilbert Strang's Linear Algebra, medium towardsdatacience, stackexchange , Python is more verstaile than R -
Loving the machine learning simplified book... pretty good for revisiting the topics since it's been a while.
You have given me the motivation to read at least one Machine Learning book instead of solely relying on videos
Thank you Thu Vu ❤
Thank you so much for this! I'm just starting out with R and this was really helpful!
12:00 I got goosebumps when I hear the word Vietnamese. Your channel is a motivation for me to keep learning Data Science.
I love your channel! Thank you so much for all this free instructions
Well articulated and explained stuff! Good luck!
This was an extremely thorough breakdown, and simple to follow. Thank you!
Very informative video! For those that go down the R route:
Basics: Learn R, Using R for Introductory Stats
Intermediate: Advanced R, An Introduction to Statistical Learning
Expert: This depends on your "niche". For me I end up needing to visualize with R Shiny a lot so "Outstanding User Interfaces with Shiny"
The Stats, Math and Data Viz books in the video are language agnostic and solid choices.
The content of your channel still suprises me by its quality and the timing is amazing , i was searching for books as my xmas gift . hope the best for you
Why am I discovering your videos just now? They are so good! Keep up the good work!
Thank you! Will do! 💛
Thank You for Your 'Books for DS Beginners 'List -- I HIGHLY RECOMMEND " Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 2nd Edition " -- I have read the entire 856 page book and performed all of the exercises and examples. My only regret is that some TensorFlow models take much time, but I can always use that time to review older "Thu Vu Data Analytics" vids that I may have missed :)
Wow...I was looking for a video with this theme. You read my mind.
Yes I did 😎🙌🏽. Thank you for watching!
Thank you! You just gave me a lot of homework. 😅. Great selection! I appreciate you!
Your channel is full of gems. Thank you
Thank you so much June! that's so kind of you to say 🤗
The video I was waiting for you to make!! Thank you very much!! It was pretty clear! 😀
Yay! I’m glad it was useful. Thanks for tuning in Luis 🤗
Thank you. I'm beginner in ML and that Hands-on book is really helpful. And as per your recommendation I'm watching Andrew ng coursera lec along with hands-on book. Makes understanding concepts much more easier. But still unable to complete a project on my own. Hopefully very soon😅. Thank you 🤙🏾❤
I'm so glad it helped! Good luck with your learning Jewel 🙌🏽
Thank you uploaded this content, I really love these books, especially python for data analysis and practical statistics, these books literally suit for 101 student or zero knowledge about data analysis and statistics. I can read in 10 minutes to understand data types only
I just started my data science course. This is what I need! Thank you.
Wonderful! Thank you for watching and good luck! 😄
You have a given a very valuable information .your voice is so soothing to Hear.ThankYou .
Love the book recommendations! 🙌❤
Thank you Sophia! I’m glad you liked it 💜💜
I just love the smiley face on the post-it !
Thank you so much! This video is nicely structured and veryyy helpful! Love your channel!
I’m so glad you enjoyed the vid, Kazi 🙌🤗
This is one of the very best videos for Data Science. This really helps me how to step up my career. Thank you so much
Aw that means a lot to me, thank you so much! 🤩
Thank you for your recommendation. ❤❤❤
Your videos are of great value and indepth, keep it up
Hi Thu, thanks for putting together this awesome video on the best data science books for beginners. Your recommendations were super helpful, and I really appreciate the way you broke down each book's strengths based on depth, readability, and practicality. Plus, your storytelling skills are top-notch - I loved the bit about buying phone insurance and how it relates to probability! 🤣
Keep up the great work, and I can't wait to see what other content you'll be putting out in the future!
Thank you so much for this kind comment Emma! 💖 You're doing really great job on your channel too! Keep it up 🙌🏽
Wow, thank you for the wonderful recommendations!!!!
ahhh thanks Thu, i still have to make that dashboard on python. It's in my to do list.
Been waiting and looking for this kind of content. Thanks, Thu! :)
Yay, I'm glad it was helpful. Thank you Lester! 🙌🏽
Thanks for the video! Love Practical Statics for Data Scientists too
What a great video! def subscribing to this channel
This is straight fire🔥🔥🔥 Taking notes and recommending these to friends.
Thank you for the video it really helped me to plan my career in Data science
I have a long working day today with lots of problematic stuffs and feel almost exhausted. How strange that watching your video can make me feel relax although the content is not some kind of entertainment at all. And I must say that the way you talk is so atractive and your gesture is so cute 🥰. Thank you for useful sharing.
This is so much beyond my expectations for my videos! I didn’t know my videos were relaxing to watch 😅. Thank you so much for such a lovely comment! All the best 💪
@@Thuvu5 All the best for you, too 🥰🥰🥰
I had loved the way you explain every book plus point and topics covered in every book. You make topics very easily understandable. Thank you for video
So glad I found your channel.
As always, thank you for the valuable tips! 👏🏻👏🏻👏🏻
Thanks you for watching, Barbara! 🤗
Wow I love learning so I'm definitely going to check out some books on this list!
Finally off my "Watch-Later list" ☺. Thanks Thu...for always!
Yaaay! Thanks for watching Faruq! I’m glad it enjoyed it 🙌
One of the most detailed and useful book channels
Hello Thu! UA-cam recommend me you and you're amazing! The way you explain in your videos is easy to understand.. thank you, i'm starting my Data Science/ engineering path at 28 yo . With me luck!
it worked! thank you so much!!
Would be great hear you opinion about oracle pl sql, in one videos, thank you for your recommendations
Thoroughly enjoying your content. Thank you for sharing your knowledge 😀. 🎉🥰
i am really impressed by your info, really thanks!
Thank you for your recomendationsThu!. Greetings from Colombia!
Thank you too! Greetings from Netherlands 👋
Fantastic! Thank you so much 🎉
Thank you Vu!
Returning to this video after realizing these important topics. Why have I been ignoring ML and aiming at Data Vizualizations with Tableau (I will finish that certificate 1.2 classes remaining :) ). I am going to buy some books with your links.
Thanks again, Thu!
Remember, not only do I love you, we love you too!
Thank you so much for your kind words ☺️
Always Creative in making videos Thu, Love the video, wish you all the best
Thank you so much for your support all the way 🤗
I think I am quite good with the theories taking out time to atudy more on Python and R
Thank for your recommendation, the machine learning simplified was indeed a great book for people with a non data science background. Please recommend some books for feature engineering and all the steps before. ❤
Very useful video. Thanks for the great book list
Awesome review Thu on the best books for developing a strong data science skillset!
Could you do a video on how to become self employed? I have been wanting to become a digital nomad in data analytics but what skills would you recommend to have before being self employed ?
Dear Thu Vu, you make great learning videos! I am working in another area (business valuation), but you help me to find inspiration for further learning!!!
Finally, I found a very reliable and best source to learn data science. Already your fan and subscriber. 🥰
Thanks for suggestions. Great video.
The best channel ever !
Aw really appreciate this! Thank you ❤️
Loved your video! Many thanks
8:06 Interactive books - thanks for listing this - i like looking out for such books, will try these out soon (:
Thank you, very informative!
You are amazing! Thank you for the video. It was great! :)
Thank you! Really appreciated it, Guilherme! 🙌🏽
Great books recommandation - thank you !
One thing about the interactive math links, I didn't see any exercises . I feel like for math one has to do to learn it better rather than just reading up on the concepts. At least for me, feel like having exercises to practice the concepts helps it stick .
As always great video!!! Your opinion on Plotly dash when compared to D3.js
em chào chị ạ, thật may mắn khi em được đến kênh của chị ạ, hi vọng chị sẽ ra nhiều video về lĩnh vực này hơn nữa ạ
I found two good books to read from your video. Thanks for sharing.
I am a data analyst, but looking to move more towards the data science field. Before buying any of the mentioned books, google if there are any free copies online. I have found a pdf version of most of them, so no need to buy expensive books.
I am not working on data side, don't know why youtube suggest your video :D
Very impressed with your English skill!
thanks for this video, it is very useful 🙏
Hi Thu! Thank you for all your videos. You inspired me to start digging deep into DataScience. I read a lot of books, watched almost all your videos and did some courses on Coursera.
Now my question :)
Do you have any recommendations how to train now on real data.
I do some work now with some fields of intresst data but i think it would be great to have a community or at least at the very beginning some kind of guided projects. I discoverd data scratch. Do you recommend something like this?
Excellent video thank you for the recommendation
A very useful video, thank you.
So so good video on data science.❤️❤️
Thank you for your sharing. Great content 👍
Amazing video!!. New subscriber. I was searched for a video some like that .I selected some books that got my attention and I will check it. :)
Always high quality content, keep it up 👌
Thank you Eslam!
Finally!!!! The books. Thank you!!!
Love you!!! 😘😘❣️❣️🇵🇭
Thanks for your patience, Anne! 🙈
You have no idea how much ive been waiting for this. !
Thanks, Thu for all this golden information . I hope you are okey ❤🔥
Just started my journey into data science and machine learning and this video is very helpful. I've download some of the books you've recommended. I'm curious what do you think about python dash as an interactive tool for web data viz. Let me know.
Very impressive that most of these books are from the O'Reilly Meda
Hi,
First of all, thank you for the awesome content ! You are truly inspiring.
Could you recommend an online course about calculus and linear algebra ? Is a bachelor's degree in science is enough math to grasp the fundamentals ? I'm asking this because it was years ago and I did something totally different after that (master in law).
Thanks !
Thank you so much this educative infor
Many thanks. I really enjoy your channel. Question - do you have to go book by book or is there a way to navigate the set of books? Thanks
Thanks for this helpful video
Thanks for recommending these books
Yeah, I just have a ebook
Just discovered your channel this week. You seem like a cool knowledgeable person on this topic. So im wondering if you can help me with a question i have. So I am a recent graduate in Computer Science and want to instead go into Data Science industry instead of the traditional Software Developer/ Software Engineer career. So as someone like me who eventually one day wants to work in data science industry, is there an entry level job role that one can apply as a starting point and just get promoted/ level up to a data science in time rather than just trying to apply for a data science position from the get go? I dont mind starting at the bottom and working my way up the ladder. If anyone else have any suggestions i would greatly appreciate it?
Hello, I would like to know more about online sources or videos for learning computer science or data science. Whereas I learn mathematics very well with books, it's the opposite with computer or data science with me. I need more dynamic sources to learn those subjects, though I would still read books on those topics as well. Thanks.
Data Camp is great!
what a lovely background.
Thank you so much for your useful channel.
Excellent review, thanks for your insight.
Thanks for the recommendation..I have just made my first project movie recommender system with the help of UA-cam..and I found that my basics are not up to the mark..I am a total beginner..please suggest me with the book out of these to start with 🙏
Great explanation!