Best Data Science Books for Beginners 📚
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Resources mentioned in the video:
🔗Introduction to Data Science (in R) 👉 https://bookdown.org/ronsarafian/Intr...
📚 Math interactive books:
🌐 Explained Visually 👉 https://setosa.io/ev/
🌐 Immersive Math 👉 http://immersivemath.com/ila/index.html
📚 Books mentioned in the video:
1. Python for Data Analysis 👉https://amzn.to/3RPeReC
2. Practical Statistics for Data Scientists 👉 https://amzn.to/3CF5Pws
3. Naked Statistics 👉 https://amzn.to/3CIhwCu
4. Machine Learning Simplified 👉 https://themlsbook.com/
5. Hands-On ML with Scikitlearn and Tensorflow👉 https://amzn.to/3fTKZ3y
6. Designing Machine Learning Systems👉 https://amzn.to/3Cajv0Y
7. Storytelling with Data 👉 https://amzn.to/3EvbS83
8. Interactive Data Visualization for the Web 👉 https://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
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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
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📖 Google Advanced Data Analytics Certificate 👉 https://imp.i384100.net/anK9zZ
📖 Google Data Analytics Certificate 👉 https://imp.i384100.net/15v9y6
📖 Learn SQL Basics for Data Science Specialization 👉 https://imp.i384100.net/AovPnJ
📖 Excel Skills for Business 👉 https://coursera.pxf.io/doPaoy
📖 Machine Learning Specialization 👉 https://imp.i384100.net/RyjykN
📖 Data Visualization with Tableau Specialization 👉https://imp.i384100.net/n15XWR
📖 Deep Learning Specialization 👉 https://imp.i384100.net/zavBA0
📖 Mathematics for Machine Learning and Data Science Specialization 👉 https://imp.i384100.net/LXK0gj
📖 Applied Data Science with Python 👉 https://imp.i384100.net/gbxOqv
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