Practical statistics for data scientists

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Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what’s important and what’s not.

Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you’re familiar with the R or Python programming languages and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format.

With this book, you’ll learn:

Why exploratory data analysis is a key preliminary step in data science How random sampling can reduce bias and yield a higher-quality dataset, even with big data How the principles of experimental design yield definitive answers to questions How to use regression to estimate outcomes and detect anomalies Key classification techniques for predicting which categories a record belongs to Statistical machine learning methods that "learn" from data Unsupervised learning methods for extracting meaning from unlabeled data

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Practical Statistics for Data Scientists

Rating: 0 / 5 | Prijs: € 49.9

The second edition of this practical guide now including examples in python as well as r explains how to apply various statistical methods to data science tells you how to avoid their misuse and gives you advice on what s important and what s not Op voorraad. Voor 23:59 besteld, morgen in huis .. MEER INFO

Statistics For Data Scientists

Rating: 0 / 5 | Prijs: € 48.95

Statistical methods are a key part of of data science yet very few data scientists have any formal statistics training courses and books on basic statistics rarely cover the topic from a data science perspective this practical guide explains how to apply various statistical methods to data scienc Op voorraad. Voor 16:00 uur besteld, woensdag in huis .. MEER INFO

Data Science from Scratch First Principles with Python

Rating: 4.8 / 5 | Prijs: € 42.94

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 with this updated second edition you ll learn how many of the most fundamental data science tools and algo Op voorraad. Voor 23:59 besteld, morgen in huis .. MEER INFO

Taal: en

Bindwijze: E-book

Oorspronkelijke releasedatum: 10 april 2020

Ebook Formaat: -35528

Illustraties: Nee

Hoofdauteur: Peter Bruce

Tweede Auteur: Andrew Bruce

Co Auteur: Peter Gedeck

Hoofduitgeverij: O'Reilly Media

Lees dit ebook op: Desktop (Mac en Windows)

Lees dit ebook op: Kobo e-reader

Lees dit ebook op: Android (smartphone en tablet)

Lees dit ebook op: iOS (smartphone en tablet)

Lees dit ebook op: Windows (smartphone en tablet)

AI-gegenereerd: Nee

Editie: 2

Studieboek: Ja

eWaste: Nee

EAN: 9781492072898

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