Data Science Handbook : A Practical Approach
Kolla Bhanu PrakashThe 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.
ปี:
2022
สำนักพิมพ์:
Wiley-Scrivener
ภาษา:
english
จำนวนหน้า:
480
ISBN 10:
1119857333
ISBN 13:
9781119857334
ไฟล์:
EPUB, 46.12 MB
IPFS:
,
english, 2022