What Does It Mean To Think Like A Scientist

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How to Think Like a Scientist

Author: Stephen P. Kramer
language: en
Publisher: T.Y. Crowell Junior Books
Release Date: 1987
Every day you answer questions-dozens, even hundreds of them. How do you find the answers to questions? How can you be sure your answers are correct?Scientists use questions to learn about things. Scientists have developed a way of helping make sure they answer questions correctly. It is called the scientific method. The scientific method can help you find answers to many of the questions you are curious about.What kind of food does your dog like best? Is your sister more likely to help you with your homework if you say please? Can throwing a dead snake over a tree branch make it rain? The scientific method can help you answer these questions and many others.Stephen Kramer's invitation to think like a scientist, illustrated by Felicia Bond's humorous and appealing pictures, will receive enthusiastic response from young readers, scientist and nonscientist alike.
Think Like a Data Scientist

Summary Think Like a Data Scientist presents a step-by-step approach to data science, combining analytic, programming, and business perspectives into easy-to-digest techniques and thought processes for solving real world data-centric problems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Data collected from customers, scientific measurements, IoT sensors, and so on is valuable only if you understand it. Data scientists revel in the interesting and rewarding challenge of observing, exploring, analyzing, and interpreting this data. Getting started with data science means more than mastering analytic tools and techniques, however; the real magic happens when you begin to think like a data scientist. This book will get you there. About the Book Think Like a Data Scientist teaches you a step-by-step approach to solving real-world data-centric problems. By breaking down carefully crafted examples, you'll learn to combine analytic, programming, and business perspectives into a repeatable process for extracting real knowledge from data. As you read, you'll discover (or remember) valuable statistical techniques and explore powerful data science software. More importantly, you'll put this knowledge together using a structured process for data science. When you've finished, you'll have a strong foundation for a lifetime of data science learning and practice. What's Inside The data science process, step-by-step How to anticipate problems Dealing with uncertainty Best practices in software and scientific thinking About the Reader Readers need beginner programming skills and knowledge of basic statistics. About the Author Brian Godsey has worked in software, academia, finance, and defense and has launched several data-centric start-ups. Table of Contents PART 1 - PREPARING AND GATHERING DATA AND KNOWLEDGE Philosophies of data science Setting goals by asking good questions Data all around us: the virtual wilderness Data wrangling: from capture to domestication Data assessment: poking and prodding PART 2 - BUILDING A PRODUCT WITH SOFTWARE AND STATISTICS Developing a plan Statistics and modeling: concepts and foundations Software: statistics in action Supplementary software: bigger, faster, more efficient Plan execution: putting it all together PART 3 - FINISHING OFF THE PRODUCT AND WRAPPING UP Delivering a product After product delivery: problems and revisions Wrapping up: putting the project away
How to Be a Scientist

Author: Steve Mould
language: en
Publisher: Dorling Kindersley Ltd
Release Date: 2017-06-01
Discover the skills it takes to become a scientist in DK's new science book for kids with science presenter and comedian Steve Mould. Being a scientist isn't just about wearing a lab coat and performing science experiments in test tubes. It's about looking at the world and trying to figure out how it works. As well as simple science experiments for kids to try, How to Be a Scientist will teach them how to think like a scientist and ask questions including: why doesn't pineapple jelly set, how do you grow your own crystals, and how does a black and white image turn to colour? For every scientific concept the child learns they will be encouraged to find new ways to test it further. Fun questions, science games, and real-life scenarios make science relevant to children. In How to be a Scientist the emphasis is on inspiring kids, which means less time spent in stuffy labs and more time in the real world!