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Books > Computing & IT > Applications of computing > Artificial intelligence
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Data Science Handbook (Hardcover)
Loot Price: R3,846
Discovery Miles 38 460
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Data Science Handbook (Hardcover)
Expected to ship within 12 - 19 working days
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DATA SCIENCE HANDBOOK This desk reference handbook gives a hands-on
experience on various algorithms and popular techniques used in
real-time in data science to all researchers working in various
domains. Data Science is one of the leading research-driven areas
in the modern era. It is having a critical role in healthcare,
engineering, education, mechatronics, and medical robotics.
Building models and working with data is not value-neutral. We
choose the problems with which we work, make assumptions in these
models, and decide on metrics and algorithms for the problems. The
data scientist identifies the problem which can be solved with data
and expert tools of modeling and coding. The book starts with
introductory concepts in data science like data munging, data
preparation, and 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 of 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 book concludes with
a section discussing 19 projects on various subjects in data
science. Audience The handbook will be used by graduate students up
to research scholars in computer science and electrical engineering
as well as industry professionals in a range of industries such as
healthcare.
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