Data Science Handbook : A Practical Approach

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Computers - Organization and Data Processing
Data Science Handbook : A Practical...

Data Science Handbook : A Practical Approach

Name: Data Science Handbook : A Practical Approach
ISBN: 9781119857334

Kolla Bhanu Prakash

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The book starts with introductory concepts in data science like data munging, data preparation, transforming data. Chapter 2 discusses data visualization, drawing various plots and histograms. Chapter 3 covers mathematics and statistics for data science. Chapter 4 mainly focuses on machine learning algorithms in data science. Chapter 5 comprises outlier analysis and DBSCAN algorithm. Chapter 6 focuses on clustering. Chapter 7 discusses network analysis. Chapter 8 mainly focuses on regression and naive-bayes classifier. Chapter 9 covers web-based data visualizations with Plotly. Chapter 10 discusses web scraping. The remainder of the book discusses various projects in data science.

Kategorien:

Computers - Organization and Data Processing

Jahr:

2022

Verlag:

Wiley-Scrivener

Sprache:

english

Seiten:

480

ISBN 10:

1119857333