A Tour of Data Science
A Tour of Data Science
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Résumé
This book covers the fundamentals of data science, including programming, statistics, optimization, and machine learning in a single and short book. It does not cover everything, but instead, teaches the key concepts and topics. It also covers two of the most popular programming languages used in Data Science, R and Python, in one source.
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A Tour of Data Science by Nailong Zhang
A Tour of Data Science: Learn R and Python in Parallel covers the fundamentals of data science, including programming, statistics, optimization, and machine learning in a single short book. It does not cover everything, but rather, teaches the key concepts and topics in Data Science. It also covers two of the most popular programming languages used in Data Science, R and Python, in one source. Key features: Allows you to learn R and Python in parallel Cover statistics, programming, optimization and predictive modelling, and the popular data manipulation tools – data.table and pandas Provides a concise and accessible presentation Includes machine learning algorithms implemented from scratch, linear regression, lasso, ridge, logistic regression, gradient boosting trees, etc. Appealing to data scientists, statisticians, quantitative analysts, and others who want to learn programming with R and Python from a data science perspective.
Nailong Zhang is lead Data Scientist at Mass Mutual Life Insurance Company.
| SKU | Non disponible |
| ISBN 13 | 9780367895860 |
| ISBN 10 | 0367895862 |
| Titre | A Tour of Data Science |
| Auteur | Nailong Zhang |
| Série | Chapman And Hall Crc Data Science Series |
| État | Non disponible |
| Type de reliure | Paperback |
| Éditeur | Taylor & Francis Ltd |
| Année de publication | 2020-11-12 |
| Nombre de pages | 216 |
| Note de couverture | La photo du livre est présentée à titre d'illustration uniquement. La reliure, la couverture ou l'édition réelle peuvent varier. |
| Note | Non disponible |