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Data Science from Scratch: First Principles with Python (Spiral bound)

Data Science from Scratch: First Principles with Python (Spiral bound)

Regular price $88.75
Regular price $88.75 Sale price
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Data Science from Scratch: First Principles with Python (Spiral bound) Happy Coil spiral bound book

Data Science from Scratch: First Principles with Python (Spiral bound)

Regular price $88.75
Regular price $88.75 Sale price
SAVE Sold out
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About The Book

To really learn data science, you should not only master the tools―data science libraries, frameworks, modules, and toolkits―but also understand the ideas and principles underlying them. Updated for Python 3.6, this second edition of Data Science from Scratch shows you how these tools and algorithms work by implementing them from scratch.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 the hacking skills you need to get started as a data scientist. Packed with new material on deep learning, statistics, and natural language processing, this updated book shows you how to find the gems in today’s messy glut of data. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability―and how and when they’re used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest neighbors, Naïve Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

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Our spiral-bound design lays completely flat on any surface—desk, lap, or countertop—so you can focus on what matters.

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Whether you're jotting notes, sketching ideas, or reading recipes, Happy Coils stays open without needing an extra hand.

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Specifications

Publisher: O'Reilly Media

Author: Grus, Joel

ISBN-13: 9781492041139

Page Count: 403

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