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Next-Level Data Science

Jason Brownlee
4.9/5 (21842 ratings)
Description:Data science is a relatively new term coined in the past decade. While it shares much in common with traditional statistics, it warrants its own name, as modern computer technology has introduced tools that can tackle challenges previously unsolvable, such as machine learning models. However, these new tools demand new techniques. You might be surprised to find that even slight adjustments to hyperparameters or changes in data preprocessing can significantly alter a model’s output. This ebook concentrates on two fundamental yet widely applicable models in data science: linear regression and decision trees. The focus here isn’t just to explain these models but to use them as examples, illustrating the key considerations you should bear in mind when working on a data science project. Next Level Data Science is designed to help you cultivate an effective mindset for data science projects, enabling you to work more efficiently. Written in the approachable and engaging style you know from Machine Learning Mastery, this ebook will guide you on where to start and what to prioritize when drawing insights from data.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Next-Level Data Science. To get started finding Next-Level Data Science, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
195
Format
PDF, EPUB & Kindle Edition
Publisher
Machine Learning Mastery
Release
2024
ISBN
YP8UEQAAQBAJ

Next-Level Data Science

Jason Brownlee
4.4/5 (1290744 ratings)
Description: Data science is a relatively new term coined in the past decade. While it shares much in common with traditional statistics, it warrants its own name, as modern computer technology has introduced tools that can tackle challenges previously unsolvable, such as machine learning models. However, these new tools demand new techniques. You might be surprised to find that even slight adjustments to hyperparameters or changes in data preprocessing can significantly alter a model’s output. This ebook concentrates on two fundamental yet widely applicable models in data science: linear regression and decision trees. The focus here isn’t just to explain these models but to use them as examples, illustrating the key considerations you should bear in mind when working on a data science project. Next Level Data Science is designed to help you cultivate an effective mindset for data science projects, enabling you to work more efficiently. Written in the approachable and engaging style you know from Machine Learning Mastery, this ebook will guide you on where to start and what to prioritize when drawing insights from data.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Next-Level Data Science. To get started finding Next-Level Data Science, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
195
Format
PDF, EPUB & Kindle Edition
Publisher
Machine Learning Mastery
Release
2024
ISBN
YP8UEQAAQBAJ
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