Original PDF Ebook – Principles of Data Science1st Edition – 9781785887918
Learn the techniques and math you need to start making sense of your data_x000D_About This Book_x000D_
Enhance your knowledge of coding with data science theory for practical insight into data science and analysis_x000D_
More than just a math class, learn how to perform real-world data science tasks with R and Python_x000D_
Create actionable insights and transform raw data into tangible value_x000D_
Who This Book Is For_x000D_
You should be fairly well acquainted with basic algebra and should feel comfortable reading snippets of R/Python as well as pseudo code. You should have the urge to learn and apply the techniques put forth in this book on either your own data sets or those provided to you. If you have the basic math skills but want to apply them in data science or you have good programming skills but lack math, then this book is for you._x000D_
What You Will Learn_x000D_
Get to know the five most important steps of data science_x000D_
Use your data intelligently and learn how to handle it with care_x000D_
Bridge the gap between mathematics and programming_x000D_
Learn about probability, calculus, and how to use statistical models to control and clean your data and drive actionable results_x000D_
Build and evaluate baseline machine learning models_x000D_
Explore the most effective metrics to determine the success of your machine learning models_x000D_
Create data visualizations that communicate actionable insights_x000D_
Read and apply machine learning concepts to your problems and make actual predictions
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