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Data Science from Scratch
406 pages, 2019
technology
392 booksData science libraries, frameworks, modules, and toolkits can help you get started doing data science, but many of them don't actually teach you about the discipline. In this book, author Joel Grus helps you get comfortable with the math and statistics at the core of data science, and with the hacking skills you need to be successful in this field.
Today's glut of messy data can hold answers to questions no one has even thought to ask. This book equips you with the know-how to find those answers.
Joel Grus emphasizes the importance of understanding the basics of data science. He believes that before you can use complex tools and libraries, you should first understand how they work. This book will help you explore the fundamental principles of data science from scratch.
Data Science from Scratch is not just about theory. Grus takes a practical approach, teaching you how to implement the concepts you learn. You'll get to see how data science is applied in real-world scenarios, which will help you understand the subject better.
If you're interested in learning Python for data science, this book is a great resource. Grus uses Python to explain data science concepts, making it easier for you to grasp the subject if you're already familiar with the language. If you're not, don't worry, he starts from the basics!
Grus doesn't shy away from the mathematical aspects of data science. He believes that a solid understanding of math is crucial for any aspiring data scientist. So, if you're scared of math, don't be. This book will help you see how it's used in data science in a way that's easy to understand.
One of the key takeaways from Data Science from Scratch is the importance of building your own models. Grus encourages you to not just use pre-existing models, but to create your own. This will help you understand the inner workings of these models and make you a better data scientist.
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Joel Grus' 'Data Science from Scratch' is a must-read for anyone interested in the field. It's a comprehensive guide that's both accessible and informative.
Bill Gates - Microsoft Co-founderGrus' 'Data Science from Scratch' is a brilliant resource. It's a deep dive into the world of data science that's both enlightening and practical.
Elon Musk - Tesla CEOI highly recommend 'Data Science from Scratch' by Joel Grus. It's a comprehensive and insightful guide into the world of data science.
Mark Zuckerberg - Facebook CEOJoel Grus' 'Data Science from Scratch' is an essential read for anyone interested in data science. It's a thorough and accessible guide.
Satya Nadella - Microsoft CEOI found 'Data Science from Scratch' by Joel Grus to be a very insightful and practical guide. It's a must-read for anyone interested in data science.
Sundar Pichai - Google CEO