Data Science from Scratch: First Principles with Python

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  • #56 Data Science from Scratch
  • Data Science from Scratch First Principles with Python
  • 1 – DataScience From Scratch With No Steps Skipped : Intro to Python
  • Data Science from Scratch First Principles with Python Pdf Book
  • Data Science from Scratch First Principles with Python
  • Data Science from Scratch First Principles with Python
  • Data Science from Scratch First Principles with Python
  • Data Science from Scratch First Principles with Python
  • Data Science from Scratch First Principles with Python
  • Data Science from Scratch First Principles with Python
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Data Science from Scratch: First Principles with Python

Data Science From Scratch: First Principles With Python

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Amazon Price: $39.99 $24.49 You save: $15.50 (39%). (as of December 26, 2017 4:56 pm – Details). Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on the Amazon site at the time of purchase will apply to the purchase of this product.

Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.

Data Science From Scratch: First Principles With Python

If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out.Get a crash course in PythonLearn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data scienceCollect, explore, clean, munge, and manipulate dataDive into the fundamentals of machine learningImplement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clusteringExplore recommender systems, natural language processing, network analysis, MapReduce, and databases

Product Details

  • Paperback: 330 pages
  • Publisher: O’Reilly Media; 1 edition (April 30, 2015)
  • Language: English
  • ISBN-10: 149190142X
  • ISBN-13: 978-1491901427
  • Product Dimensions: 6.9 x 0.7 x 9 inches
  • Shipping Weight: 1.1 pounds

Data Science From Scratch: First Principles With Python

Data Science From Scratch: First Principles With Python
Data Science From Scratch: First Principles With Python
Data Science From Scratch: First Principles With Python