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Description
Data Science HandbookCondition: BRAND NEW ISBN: 9781119857334 Year: 2022 Publisher: John Wiley & Sons Inc (US) Description: 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,
Condition: BRAND NEWISBN: 9781119857334
Year: 2022
Publisher: John Wiley & Sons Inc (US)
Description:
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
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4.2 ★★★★★
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Product Reviews
★★★★★ 5
Five Stars
Format: Hardcover
As always, Munro Leaf does it again - another amazon purchase that my son enjoys!
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Reviewed in the United States on April 10, 2016
★★★★★ 3
can find better resources, but we read it anyway
Format: Hardcover
Bought this to inspire reading....can find better resources, but we read it anyway.
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Reviewed in the United States on March 21, 2015
★★★★★ 5
Super cute board book!
Format: Board book, Format: Board book
This book is amazing! So great for working on speech and language skills and kids just love it! It's so fun and the illustrations are so adorable! I love that the text is simple and short, it keeps kids attention! I also love the Let's Go Kitty book from this same author!
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Reviewed in the United States on April 30, 2026
★★★★★ 5
Excellent board book!
Format: Board book, Format: Board book
"Let's Go, Puppy!" is an excellent board book that teaches early sounds in a fun and interactive way. Each page is filled with vibrant colors and cute illustrations that capture a child's attention and encourage them to learn.
I highly recommend, "Let's Go, Puppy!" to parents and caregivers looking for a high-quality resource for teaching early words to young children. Its engaging illustrations and carefully chosen vocabulary make it an excellent choice for children in the early stages of language development.
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Reviewed in the United States on July 2, 2023
★★★★★ 5
Amazing!
Format: Board book
I love this book. It's a great book for children with speech issues to use to practice, and it is terrific for early literacy. The story is super cute, and the pictures are awesome. Literally, the only thing that could be improved is if the faces of the parents were shown in all the pages. I don't understand why they are cut off on several pages. Otherwise, I highly recommend!
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Reviewed in the United States on July 7, 2023